{"type":"session","version":3,"id":"019ebad6-bc25-7028-94ac-46c28ba86c5f","timestamp":"2026-06-12T07:58:15.589Z","cwd":"/shumengya/project/agent/sproutclaw"}
{"type":"model_change","id":"c8195402","parentId":null,"timestamp":"2026-06-12T07:58:15.960Z","provider":"opencode-go-anthropic","modelId":"qwen3.7-plus"}
{"type":"thinking_level_change","id":"024d46f5","parentId":"c8195402","timestamp":"2026-06-12T07:58:15.960Z","thinkingLevel":"high"}
{"type":"message","id":"4be3b2b4","parentId":"024d46f5","timestamp":"2026-06-12T08:01:15.623Z","message":{"role":"user","content":[{"type":"text","text":"你帮我尽可能全的统计gh这个工具有多少个命令 要尽可能全"}],"timestamp":1781251275618}}
{"type":"message","id":"8b4ad0f0","parentId":"4be3b2b4","timestamp":"2026-06-12T08:01:22.262Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户想要统计 gh（GitHub CLI）工具有多少个命令，要尽可能全面。让我先加载相关的 skill，然后执行 gh 命令来统计。","thinkingSignature":""},{"type":"text","text":"让我先加载相关 skill，然后全面统计 gh 的命令数量。\n\n"},{"type":"toolCall","id":"toolu_fb10bcdca8e14fada98f030a","name":"read","arguments":{"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/github-gh-skill/SKILL.md"}},{"type":"toolCall","id":"toolu_24253eb2011f454788a4d3dd","name":"bash","arguments":{"command":"gh --version 2>&1"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":132,"cacheRead":0,"cacheWrite":10872,"totalTokens":11010,"cost":{"input":0.0000024000000000000003,"output":0.0002112,"cacheRead":0,"cacheWrite":0.005436,"total":0.0056496}},"stopReason":"toolUse","timestamp":1781251275679,"responseId":"msg_d75d833b-bd95-4ae7-a0a2-83d03c941a45"}}
{"type":"message","id":"b45aefaa","parentId":"8b4ad0f0","timestamp":"2026-06-12T08:01:22.315Z","message":{"role":"toolResult","toolCallId":"toolu_fb10bcdca8e14fada98f030a","toolName":"read","content":[{"type":"text","text":"---\nname: github-gh-skill\ndescription: 使用 GitHub CLI（`gh`）处理认证、仓库、Issue、Pull Request、Actions、Release，以及通过 JSON/JQ 调用 API 查询数据。适用于用户提到 `gh`、GitHub CLI、终端里的 GitHub、PR、Issue、Actions、Release，或需要不打开浏览器直接获取 GitHub 数据的场景。\n---\n\n# GitHub CLI（gh）技能\n\n## 何时启用\n\n用户提到：`gh`、GitHub CLI、命令行操作 GitHub、PR/Issue/Release/Actions、或需要从终端拉取 GitHub 信息时，优先按本技能执行。\n\n## 前置检查（一次性）\n\n1. **检查 `gh` 是否已安装**：执行 `gh --version`。\n   - 若命令不存在，**自动安装最新版**：根据系统包管理器执行安装（如 `apt install gh -y`、`yum install gh -y`、`brew install gh`）。\n   - 安装失败再**提示用户手动安装**（参考官网 <https://cli.github.com/>）。\n2. 若需私有资源，执行 `gh auth status`；未登录则 `gh auth login`（非 CI 场景由用户完成交互）。\n3. 需要脚本化检测时，运行跨平台脚本：`python scripts/check_gh.py`（或 `python3 ...`，仅需 Python 3.8+ 与标准库）。\n\n## 高效原则（给 Agent）\n\n- **优先机器可读**：能用 `--json` 就用；需要筛选时用 `--jq`（避免解析人类表格输出）。\n- **减少交互**：批量操作用 `--yes` / `-y`；需要合并且非交互时用环境变量或文档中的标志位（见 [reference.md](reference.md)）。\n- **先定目标再选子命令**：issue / pr / repo / workflow / release / api —— 不要猜，缺参数时 `gh <cmd> --help`。\n- **API 兜底**：`gh` 子命令缺能力时用 `gh api`，路径以官方 REST 为准。\n\n## 模块索引（按场景跳转）\n\n| 模块 | 内容 |\n|------|------|\n| A. 认证与上下文 | `gh auth`，默认仓库 |\n| B. 仓库 | `gh repo clone/view/create` |\n| C. Issue | `gh issue list/create/view/close` |\n| D. PR | `gh pr list/create/view/diff/merge/checkout` |\n| E. Actions | `gh run list/view/watch/rerun` |\n| F. Release | `gh release list/create` |\n| G. 高级 | `gh api`，GraphQL |\n\n**详细命令与模板**见 [reference.md](reference.md)。\n\n## A. 认证与上下文\n\n- 查看登录：`gh auth status`\n- 设置默认仓库（减少重复 `-R`）：在仓库目录内 `gh repo set-default`\n\n## B. 仓库\n\n- 克隆：`gh repo clone owner/name`\n- 当前仓库信息（JSON）：`gh repo view --json name,owner,url,defaultBranchRef`\n\n## C. Issue\n\n- 列表（JSON）：`gh issue list --json number,title,state,author,labels`\n- 创建：`gh issue create --title \"...\" --body \"...\"`\n\n## D. Pull Request\n\n- 列表：`gh pr list --json number,title,state,headRefName`\n- 检出本地分支：`gh pr checkout <number>`\n- 查看差异：`gh pr diff <number>`\n\n## E. GitHub Actions（workflow / run）\n\n- 运行列表：`gh run list --limit 20`\n- 单次运行详情 + 日志：`gh run view <run-id> --log`\n\n## F. Release 与标签\n\n- 列表：`gh release list --limit 20`\n- 创建（需明确 tag 与说明）：`gh release create <tag> --notes \"...\"`\n\n## G. `gh api`（REST）\n\n- GET 示例：`gh api repos/{owner}/{repo}/issues --jq '.[0].title'`\n- 占位符：`{owner}` `{repo}` 在已关联 git remote 时常可自动解析；不确定时显式传 `-R owner/repo`。\n\n## 错误处理\n\n- **401/403**：检查 `gh auth status`、token 权限（repo、workflow 等）。\n- **未找到命令**：升级 `gh` 或改用 `gh api`。\n- **交互阻塞**：CI/自动化中避免会打开编辑器的命令；为 `pr merge` 等加 `--merge`/`--squash`/`--rebase` 等非交互选项。\n\n## 附加资源\n\n- 完整命令表与 JSON 字段提示：[reference.md](reference.md)\n- 环境检查脚本（模块化，中文注释；跨平台，仅标准库）：[scripts/check_gh.py](scripts/check_gh.py)\n"}],"isError":false,"timestamp":1781251282315}}
{"type":"message","id":"642a2e31","parentId":"b45aefaa","timestamp":"2026-06-12T08:01:22.315Z","message":{"role":"toolResult","toolCallId":"toolu_24253eb2011f454788a4d3dd","toolName":"bash","content":[{"type":"text","text":"gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n"}],"isError":false,"timestamp":1781251282315}}
{"type":"message","id":"292c6c9c","parentId":"642a2e31","timestamp":"2026-06-12T08:01:27.366Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"好的，用户想要全面统计 gh 工具有多少个命令。gh 版本是 2.92.0。我需要尽可能全面地列出所有命令和子命令。\n\n让我先获取顶层命令，然后逐层展开。\n","thinkingSignature":""},{"type":"text","text":"好的，让我尽可能全面地统计 gh 的所有命令。先从顶层开始，然后逐层展开。\n\n"},{"type":"toolCall","id":"toolu_81a5dbdae78145f2b4bf0335","name":"bash","arguments":{"command":"gh help 2>&1"}},{"type":"toolCall","id":"toolu_612a9c3b70484ed2ae5fec57","name":"bash","arguments":{"command":"gh --help 2>&1 | grep -E '^\\s+\\w' | awk '{print $1}'"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":154,"cacheRead":10872,"cacheWrite":1306,"totalTokens":12338,"cost":{"input":0.0000024000000000000003,"output":0.0002464,"cacheRead":0.00043488,"cacheWrite":0.0006529999999999999,"total":0.00133668}},"stopReason":"toolUse","timestamp":1781251282315,"responseId":"msg_797daf42-03da-4d45-9a31-a5d0014a1627"}}
{"type":"message","id":"935f9fc8","parentId":"292c6c9c","timestamp":"2026-06-12T08:01:27.412Z","message":{"role":"toolResult","toolCallId":"toolu_81a5dbdae78145f2b4bf0335","toolName":"bash","content":[{"type":"text","text":"Work seamlessly with GitHub from the command line.\n\nUSAGE\n  gh <command> <subcommand> [flags]\n\nCORE COMMANDS\n  auth:          Authenticate gh and git with GitHub\n  browse:        Open repositories, issues, pull requests, and more in the browser\n  codespace:     Connect to and manage codespaces\n  gist:          Manage gists\n  issue:         Manage issues\n  org:           Manage organizations\n  pr:            Manage pull requests\n  project:       Work with GitHub Projects.\n  release:       Manage releases\n  repo:          Manage repositories\n  skill:         Install and manage agent skills (preview)\n\nGITHUB ACTIONS COMMANDS\n  cache:         Manage GitHub Actions caches\n  run:           View details about workflow runs\n  workflow:      View details about GitHub Actions workflows\n\nALIAS COMMANDS\n  co:            Alias for \"pr checkout\"\n\nADDITIONAL COMMANDS\n  agent-task:    Work with agent tasks (preview)\n  alias:         Create command shortcuts\n  api:           Make an authenticated GitHub API request\n  attestation:   Work with artifact attestations\n  completion:    Generate shell completion scripts\n  config:        Manage configuration for gh\n  copilot:       Run the GitHub Copilot CLI (preview)\n  extension:     Manage gh extensions\n  gpg-key:       Manage GPG keys\n  label:         Manage labels\n  licenses:      View third-party license information\n  preview:       Execute previews for gh features\n  ruleset:       View info about repo rulesets\n  search:        Search for repositories, issues, and pull requests\n  secret:        Manage GitHub secrets\n  ssh-key:       Manage SSH keys\n  status:        Print information about relevant issues, pull requests, and notifications across repositories\n  variable:      Manage GitHub Actions variables\n\nHELP TOPICS\n  accessibility: Learn about GitHub CLI's accessibility experiences\n  actions:       Learn about working with GitHub Actions\n  environment:   Environment variables that can be used with gh\n  exit-codes:    Exit codes used by gh\n  formatting:    Formatting options for JSON data exported from gh\n  mintty:        Information about using gh with MinTTY\n  reference:     A comprehensive reference of all gh commands\n  telemetry:     Information about telemetry in gh\n\nFLAGS\n  --help      Show help for command\n  --version   Show gh version\n\nEXAMPLES\n  $ gh issue create\n  $ gh repo clone cli/cli\n  $ gh pr checkout 321\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn about exit codes using `gh help exit-codes`\n  Learn about accessibility experiences using `gh help accessibility`\n\n"}],"isError":false,"timestamp":1781251287412}}
{"type":"message","id":"dae9f631","parentId":"935f9fc8","timestamp":"2026-06-12T08:01:27.412Z","message":{"role":"toolResult","toolCallId":"toolu_612a9c3b70484ed2ae5fec57","toolName":"bash","content":[{"type":"text","text":"gh\nauth:\nbrowse:\ncodespace:\ngist:\nissue:\norg:\npr:\nproject:\nrelease:\nrepo:\nskill:\ncache:\nrun:\nworkflow:\nco:\nagent-task:\nalias:\napi:\nattestation:\ncompletion:\nconfig:\ncopilot:\nextension:\ngpg-key:\nlabel:\nlicenses:\npreview:\nruleset:\nsearch:\nsecret:\nssh-key:\nstatus:\nvariable:\naccessibility:\nactions:\nenvironment:\nexit-codes:\nformatting:\nmintty:\nreference:\ntelemetry:\nUse\nRead\nLearn\nLearn\n"}],"isError":false,"timestamp":1781251287412}}
{"type":"message","id":"fd223e1f","parentId":"dae9f631","timestamp":"2026-06-12T08:01:33.238Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"好的，我已经得到了顶层命令的列表。现在我需要展开每个命令的子命令，以便得到更完整的统计。让我逐个获取每个主要命令的子命令。","thinkingSignature":""},{"type":"text","text":"好的，顶层命令已经出来了。现在展开每个命令的子命令：\n\n"},{"type":"toolCall","id":"toolu_75365a89ea204a5b97bbb006","name":"bash","arguments":{"command":"for cmd in auth browse codespace gist issue org pr project release repo skill cache run workflow agent-task alias api attestation completion config copilot extension gpg-key label licenses preview ruleset search secret ssh-key status variable; do\n  echo \"=== $cmd ===\"\n  gh $cmd --help 2>&1 | grep -A 1000 'AVAILABLE COMMANDS' | grep -B 1000 '^$' | grep -E '^\\s+\\w' | awk '{print \"  \" $1}'\n  echo \"\"\ndone"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":193,"cacheRead":10872,"cacheWrite":2216,"totalTokens":13287,"cost":{"input":0.0000024000000000000003,"output":0.0003088,"cacheRead":0.00043488,"cacheWrite":0.001108,"total":0.0018540800000000001}},"stopReason":"toolUse","timestamp":1781251287412,"responseId":"msg_0026ec97-e33b-44d5-93f8-082927515950"}}
{"type":"message","id":"9fdedae3","parentId":"fd223e1f","timestamp":"2026-06-12T08:01:34.291Z","message":{"role":"toolResult","toolCallId":"toolu_75365a89ea204a5b97bbb006","toolName":"bash","content":[{"type":"text","text":"=== auth ===\n  login:\n  logout:\n  refresh:\n  setup-git:\n  status:\n  switch:\n  token:\n  Use\n  Read\n  Learn\n  Learn\n\n=== browse ===\n\n=== codespace ===\n  code:\n  cp:\n  create:\n  delete:\n  edit:\n  jupyter:\n  list:\n  logs:\n  ports:\n  rebuild:\n  ssh:\n  stop:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== gist ===\n  clone:\n  create:\n  delete:\n  edit:\n  list:\n  rename:\n  view:\n  A\n  Use\n  Read\n  Learn\n  Learn\n\n=== issue ===\n\n=== org ===\n\n=== pr ===\n\n=== project ===\n  close:\n  copy:\n  create:\n  delete:\n  edit:\n  field-create:\n  field-delete:\n  field-list:\n  item-add:\n  item-archive:\n  item-create:\n  item-delete:\n  item-edit:\n  item-list:\n  link:\n  list:\n  mark-template:\n  unlink:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== release ===\n\n=== repo ===\n\n=== skill ===\n  install:\n  preview:\n  publish:\n  search:\n  update:\n  Use\n  Read\n  Learn\n  Learn\n\n=== cache ===\n  delete:\n  list:\n  Use\n  Read\n  Learn\n  Learn\n\n=== run ===\n  cancel:\n  delete:\n  download:\n  list:\n  rerun:\n  view:\n  watch:\n  Use\n  Read\n  Learn\n  Learn\n\n=== workflow ===\n  disable:\n  enable:\n  list:\n  run:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== agent-task ===\n  create:\n  list:\n  view:\n  A\n  Identifying\n  there\n  Use\n  Read\n  Learn\n  Learn\n\n=== alias ===\n  delete:\n  import:\n  list:\n  set:\n  Use\n  Read\n  Learn\n  Learn\n\n=== api ===\n\n=== attestation ===\n  download:\n  trusted-root:\n  verify:\n  Use\n  Read\n  Learn\n  Learn\n\n=== completion ===\n\n=== config ===\n  clear-cache:\n  get:\n  list:\n  set:\n  Use\n  Read\n  Learn\n  Learn\n\n=== copilot ===\n\n=== extension ===\n  browse:\n  create:\n  exec:\n  install:\n  list:\n  remove:\n  search:\n  upgrade:\n  Use\n  Read\n  Learn\n  Learn\n\n=== gpg-key ===\n  add:\n  delete:\n  list:\n  Use\n  Read\n  Learn\n  Learn\n\n=== label ===\n  clone:\n  create:\n  delete:\n  edit:\n  list:\n  Use\n  Read\n  Learn\n  Learn\n\n=== licenses ===\n\n=== preview ===\n  prompter:\n  Use\n  Read\n  Learn\n  Learn\n\n=== ruleset ===\n  check:\n  list:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== search ===\n  code:\n  commits:\n  issues:\n  prs:\n  repos:\n  Use\n  Read\n  Learn\n  Learn\n\n=== secret ===\n  delete:\n  list:\n  set:\n  Use\n  Read\n  Learn\n  Learn\n\n=== ssh-key ===\n  add:\n  delete:\n  list:\n  Use\n  Read\n  Learn\n  Learn\n\n=== status ===\n\n=== variable ===\n  delete:\n  get:\n  list:\n  set:\n  Use\n  Read\n  Learn\n  Learn\n\n"}],"isError":false,"timestamp":1781251294291}}
{"type":"message","id":"2e864f62","parentId":"9fdedae3","timestamp":"2026-06-12T08:01:43.080Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户想要尽可能全面地统计 gh 工具的所有命令。让我继续展开更深层的子命令，并检查那些没有显示子命令的顶层命令的子命令。\n\n需要展开的命令包括：\n- issue（没有显示子命令，但肯定有很多）\n- org\n- pr\n- release\n- repo\n- copilot\n- licenses\n\n这些可能需要更仔细地获取。\n\n另外还需要检查一些子命令下的子命令，比如：\n- codespace ports 的子命令\n- run rerun 的子命令\n- secret 的各级作用域子命令\n等等。\n\n让我继续深挖。","thinkingSignature":""},{"type":"text","text":"好，继续深挖那些没展开的命令和更深层子命令：\n\n"},{"type":"toolCall","id":"toolu_a8097246d7be45d586027656","name":"bash","arguments":{"command":"for cmd in issue org pr release repo copilot licenses; do\n  echo \"=== $cmd ===\"\n  gh $cmd --help 2>&1 | grep -A 1000 'AVAILABLE COMMANDS\\|COMMANDS' | grep -B 1000 '^\\s*$' | grep -E '^\\s+\\w' | awk '{print \"  \" $1}'\n  echo \"\"\ndone"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":260,"cacheRead":10872,"cacheWrite":3291,"totalTokens":14429,"cost":{"input":0.0000024000000000000003,"output":0.00041600000000000003,"cacheRead":0.00043488,"cacheWrite":0.0016454999999999998,"total":0.00249878}},"stopReason":"toolUse","timestamp":1781251294291,"responseId":"msg_07d77bd9-50a6-458b-9342-af6035bc7eea"}}
{"type":"message","id":"36c2d902","parentId":"2e864f62","timestamp":"2026-06-12T08:01:43.318Z","message":{"role":"toolResult","toolCallId":"toolu_a8097246d7be45d586027656","toolName":"bash","content":[{"type":"text","text":"=== issue ===\n  create:\n  list:\n  status:\n  close:\n  comment:\n  delete:\n  develop:\n  edit:\n  lock:\n  pin:\n  reopen:\n  transfer:\n  unlock:\n  unpin:\n  view:\n  An\n  Use\n  Read\n  Learn\n  Learn\n\n=== org ===\n  list:\n  Use\n  Read\n  Learn\n  Learn\n\n=== pr ===\n  create:\n  list:\n  status:\n  checkout:\n  checks:\n  close:\n  comment:\n  diff:\n  edit:\n  lock:\n  merge:\n  ready:\n  reopen:\n  revert:\n  review:\n  unlock:\n  update-branch:\n  view:\n  A\n  Use\n  Read\n  Learn\n  Learn\n\n=== release ===\n  create:\n  list:\n  delete:\n  delete-asset:\n  download:\n  edit:\n  upload:\n  verify:\n  verify-asset:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== repo ===\n  create:\n  list:\n  archive:\n  autolink:\n  clone:\n  delete:\n  deploy-key:\n  edit:\n  fork:\n  gitignore:\n  license:\n  rename:\n  set-default:\n  sync:\n  unarchive:\n  view:\n  A\n  Use\n  Read\n  Learn\n  Learn\n\n=== copilot ===\n\n=== licenses ===\n\n"}],"isError":false,"timestamp":1781251303318}}
{"type":"message","id":"71f3f79a","parentId":"36c2d902","timestamp":"2026-06-12T08:01:50.445Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户要求尽可能全面地统计 gh 工具的所有命令。我已经获取了顶层命令和一级子命令。现在我需要继续深入获取更深层的子命令，比如 `gh repo autolink`、`gh repo deploy-key`、`gh repo gitignore`、`gh repo license`、`gh repo sync`、`gh run rerun`、`gh codespace ports`、`gh secret list` 等等。\n\n让我继续挖掘更深层的子命令。","thinkingSignature":""},{"type":"text","text":"继续深挖更深层的子命令：\n\n"},{"type":"toolCall","id":"toolu_2f6c0b588a614f419c266745","name":"bash","arguments":{"command":"for cmd in \"repo autolink\" \"repo deploy-key\" \"repo gitignore\" \"repo license\" \"repo sync\" \"run rerun\" \"codespace ports\" \"codespace ssh\" \"copilot\"; do\n  echo \"=== $cmd ===\"\n  gh $cmd --help 2>&1 | grep -A 1000 'AVAILABLE COMMANDS\\|COMMANDS' | grep -B 1000 '^\\s*$' | grep -E '^\\s+\\w' | awk '{print \"  \" $1}'\n  echo \"\"\ndone"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":260,"cacheRead":12178,"cacheWrite":2616,"totalTokens":15060,"cost":{"input":0.0000024000000000000003,"output":0.00041600000000000003,"cacheRead":0.00048712,"cacheWrite":0.001308,"total":0.00221352}},"stopReason":"toolUse","timestamp":1781251303319,"responseId":"msg_81f5a675-ed5e-4301-856f-42babcc1c2ea"}}
{"type":"message","id":"b96ad85d","parentId":"71f3f79a","timestamp":"2026-06-12T08:01:50.744Z","message":{"role":"toolResult","toolCallId":"toolu_2f6c0b588a614f419c266745","toolName":"bash","content":[{"type":"text","text":"=== repo autolink ===\n  create:\n  delete:\n  list:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== repo deploy-key ===\n  add:\n  delete:\n  list:\n  Use\n  Read\n  Learn\n  Learn\n\n=== repo gitignore ===\n  list:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== repo license ===\n  list:\n  view:\n  Use\n  Read\n  Learn\n  Learn\n\n=== repo sync ===\n\n=== run rerun ===\n\n=== codespace ports ===\n  forward:\n  visibility:\n  browseUrl,\n  Use\n  Read\n  Learn\n  Learn\n\n=== codespace ssh ===\n\n=== copilot ===\n\n"}],"isError":false,"timestamp":1781251310744}}
{"type":"message","id":"121f9dde","parentId":"b96ad85d","timestamp":"2026-06-12T08:01:58.065Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"The user wants me to continue gathering all subcommands of gh. Let me continue exploring deeper levels. Let me check the remaining commands that have subcommands, like `secret list`, `secret set`, `variable list`, etc., and also check if there are any more levels deep.\n\nLet me get a more comprehensive approach - use `gh help reference` or try to get all commands at once.\n","thinkingSignature":""},{"type":"toolCall","id":"toolu_ee9d196d1ede40f4be021ce5","name":"bash","arguments":{"command":"# Try to get the full reference\ngh help reference 2>&1 | head -200"}},{"type":"toolCall","id":"toolu_a23442b34f264f08bd45bc02","name":"bash","arguments":{"command":"# Check deeper: secret/variable scope subcommands, extension browse, etc.\nfor cmd in \"secret list\" \"secret set\" \"secret delete\" \"variable list\" \"variable get\" \"variable set\" \"variable delete\" \"extension browse\" \"gist rename\"; do\n  echo \"=== $cmd ===\"\n  gh $cmd --help 2>&1 | grep -A 50 'AVAILABLE COMMANDS\\|COMMANDS' | grep -B 50 '^\\s*$' | grep -E '^\\s+\\w' | awk '{print \"  \" $1}'\n  echo \"\"\ndone"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":287,"cacheRead":14163,"cacheWrite":1064,"totalTokens":15520,"cost":{"input":0.0000024000000000000003,"output":0.00045920000000000005,"cacheRead":0.00056652,"cacheWrite":0.000532,"total":0.00156012}},"stopReason":"toolUse","timestamp":1781251310745,"responseId":"msg_eb5620df-db40-4b36-b4d5-b6bfe4812066"}}
{"type":"message","id":"d2d1c789","parentId":"121f9dde","timestamp":"2026-06-12T08:01:58.370Z","message":{"role":"toolResult","toolCallId":"toolu_ee9d196d1ede40f4be021ce5","toolName":"bash","content":[{"type":"text","text":"\n# gh reference\n\n## gh agent-task <command>\n\nWork with agent tasks (preview)\n\nAliases\n\ngh agent-tasks, gh agent, gh agents\n\n### gh agent-task create [<task description>] [flags]\n\nCreate an agent task (preview)\n\n  -b, --base string           Base branch for the pull request (use default branch if not provided)\n  -a, --custom-agent string   Use a custom agent for the task. e.g., use 'my-agent' for the 'my-agent.md' agent\n      --follow                Follow agent session logs\n  -F, --from-file file        Read task description from file (use \"-\" to read from standard input)\n\n### gh agent-task list [flags]\n\nList agent tasks (preview)\n\n  -q, --jq expression     Filter JSON output using a jq expression\n      --json fields       Output JSON with the specified fields\n  -L, --limit int         Maximum number of agent tasks to fetch (default 30)\n  -t, --template string   Format JSON output using a Go template; see \"gh help formatting\"\n  -w, --web               Open agent tasks in the browser\n\n### gh agent-task view [<session-id> | <pr-number> | <pr-url> | <pr-branch>] [flags]\n\nView an agent task session (preview)\n\n      --follow            Follow agent session logs\n  -q, --jq expression     Filter JSON output using a jq expression\n      --json fields       Output JSON with the specified fields\n      --log               Show agent session logs\n  -t, --template string   Format JSON output using a Go template; see \"gh help formatting\"\n  -w, --web               Open agent task in the browser\n\n## gh alias <command>\n\nCreate command shortcuts\n\n### gh alias delete {<alias> | --all} [flags]\n\nDelete set aliases\n\n  --all   Delete all aliases\n\n### gh alias import [<filename> | -] [flags]\n\nImport aliases from a YAML file\n\n  --clobber   Overwrite existing aliases of the same name\n\n### gh alias list\n\nList your aliases\n\nAliases\n\ngh alias ls\n\n### gh alias set <alias> <expansion> [flags]\n\nCreate a shortcut for a gh command\n\n      --clobber   Overwrite existing aliases of the same name\n  -s, --shell     Declare an alias to be passed through a shell interpreter\n\n## gh api <endpoint> [flags]\n\nMake an authenticated GitHub API request\n\n      --cache duration        Cache the response, e.g. \"3600s\", \"60m\", \"1h\"\n  -F, --field key=value       Add a typed parameter in key=value format (use \"@<path>\" or \"@-\" to read value from file or stdin)\n  -H, --header key:value      Add a HTTP request header in key:value format\n      --hostname string       The GitHub hostname for the request (default \"github.com\")\n  -i, --include               Include HTTP response status line and headers in the output\n      --input file            The file to use as body for the HTTP request (use \"-\" to read from standard input)\n  -q, --jq string             Query to select values from the response using jq syntax\n  -X, --method string         The HTTP method for the request (default \"GET\")\n      --paginate              Make additional HTTP requests to fetch all pages of results\n  -p, --preview strings       Opt into GitHub API previews (names should omit '-preview')\n  -f, --raw-field key=value   Add a string parameter in key=value format\n      --silent                Do not print the response body\n      --slurp                 Use with \"--paginate\" to return an array of all pages of either JSON arrays or objects\n  -t, --template string       Format JSON output using a Go template; see \"gh help formatting\"\n      --verbose               Include full HTTP request and response in the output\n\n## gh attestation [subcommand]\n\nWork with artifact attestations\n\nAliases\n\ngh at\n\n### gh attestation download [<file-path> | oci://<image-uri>] [--owner | --repo] [flags]\n\nDownload an artifact's attestations for offline use\n\n  -d, --digest-alg string       The algorithm used to compute a digest of the artifact: {sha256|sha512} (default \"sha256\")\n      --hostname string         Configure host to use\n  -L, --limit int               Maximum number of attestations to fetch (default 30)\n  -o, --owner string            GitHub organization to scope attestation lookup by\n      --predicate-type string   Filter attestations by provided predicate type\n  -R, --repo string             Repository name in the format <owner>/<repo>\n\n### gh attestation trusted-root [--tuf-url <url> --tuf-root <file-path>] [--verify-only] [flags]\n\nOutput trusted_root.jsonl contents, likely for offline verification\n\n  --hostname string   Configure host to use\n  --tuf-root string   Path to the TUF root.json file on disk\n  --tuf-url string    URL to the TUF repository mirror\n  --verify-only       Don't output trusted_root.jsonl contents\n\n### gh attestation verify [<file-path> | oci://<image-uri>] [--owner | --repo] [flags]\n\nVerify an artifact's integrity using attestations\n\n  -b, --bundle string                Path to bundle on disk, either a single bundle in a JSON file or a JSON lines file with multiple bundles\n      --bundle-from-oci              When verifying an OCI image, fetch the attestation bundle from the OCI registry instead of from GitHub\n      --cert-identity string         Enforce that the certificate's SubjectAlternativeName matches the provided value exactly\n  -i, --cert-identity-regex string   Enforce that the certificate's SubjectAlternativeName matches the provided regex\n      --cert-oidc-issuer string      Enforce that the issuer of the OIDC token matches the provided value (default \"https://token.actions.githubusercontent.com\")\n      --custom-trusted-root string   Path to a trusted_root.jsonl file; likely for offline verification\n      --deny-self-hosted-runners     Fail verification for attestations generated on self-hosted runners\n  -d, --digest-alg string            The algorithm used to compute a digest of the artifact: {sha256|sha512} (default \"sha256\")\n      --format string                Output format: {json}\n      --hostname string              Configure host to use\n  -q, --jq expression                Filter JSON output using a jq expression\n  -L, --limit int                    Maximum number of attestations to fetch (default 30)\n      --no-public-good               Do not verify attestations signed with Sigstore public good instance\n  -o, --owner string                 GitHub organization to scope attestation lookup by\n      --predicate-type string        Enforce that verified attestations' predicate type matches the provided value (default \"https://slsa.dev/provenance/v1\")\n  -R, --repo string                  Repository name in the format <owner>/<repo>\n      --signer-digest string         Enforce that the digest associated with the signer workflow matches the provided value\n      --signer-repo string           Enforce that the workflow that signed the attestation's repository matches the provided value (<owner>/<repo>)\n      --signer-workflow string       Enforce that the workflow that signed the attestation matches the provided value ([host/]<owner>/<repo>/<path>/<to>/<workflow>)\n      --source-digest string         Enforce that the digest associated with the source repository matches the provided value\n      --source-ref string            Enforce that the git ref associated with the source repository matches the provided value\n  -t, --template string              Format JSON output using a Go template; see \"gh help formatting\"\n\n## gh auth <command>\n\nAuthenticate gh and git with GitHub\n\n### gh auth login [flags]\n\nLog in to a GitHub account\n\n  -c, --clipboard             Copy one-time OAuth device code to clipboard\n  -p, --git-protocol string   The protocol to use for git operations on this host: {ssh|https}\n  -h, --hostname string       The hostname of the GitHub instance to authenticate with\n      --insecure-storage      Save authentication credentials in plain text instead of credential store\n  -s, --scopes strings        Additional authentication scopes to request\n      --skip-ssh-key          Skip generate/upload SSH key prompt\n  -w, --web                   Open a browser to authenticate\n      --with-token            Read token from standard input\n\n### gh auth logout [flags]\n\nLog out of a GitHub account\n\n  -h, --hostname string   The hostname of the GitHub instance to log out of\n  -u, --user string       The account to log out of\n\n### gh auth refresh [flags]\n\nRefresh stored authentication credentials\n\n  -c, --clipboard               Copy one-time OAuth device code to clipboard\n  -h, --hostname string         The GitHub host to use for authentication\n      --insecure-storage        Save authentication credentials in plain text instead of credential store\n  -r, --remove-scopes strings   Authentication scopes to remove from gh\n      --reset-scopes            Reset authentication scopes to the default minimum set of scopes\n  -s, --scopes strings          Additional authentication scopes for gh to have\n\n### gh auth setup-git [flags]\n\nSetup git with GitHub CLI\n\n  -f, --force --hostname   Force setup even if the host is not known. Must be used in conjunction with --hostname\n  -h, --hostname string    The hostname to configure git for\n\n### gh auth status [flags]\n\nDisplay active account and authentication state on each known GitHub host\n\n  -a, --active            Display the active account only\n  -h, --hostname string   Check only a specific hostname's auth status\n      --jq expression     Filter JSON output using a jq expression\n      --json fields       Output JSON with the specified fields\n  -t, --show-token        Display the auth token\n      --template string   Format JSON output using a Go template; see \"gh help formatting\"\n\n"}],"isError":false,"timestamp":1781251318370}}
{"type":"message","id":"c41e8c99","parentId":"d2d1c789","timestamp":"2026-06-12T08:01:58.370Z","message":{"role":"toolResult","toolCallId":"toolu_a23442b34f264f08bd45bc02","toolName":"bash","content":[{"type":"text","text":"=== secret list ===\n\n=== secret set ===\n\n=== secret delete ===\n\n=== variable list ===\n\n=== variable get ===\n\n=== variable set ===\n\n=== variable delete ===\n\n=== extension browse ===\n\n=== gist rename ===\n\n"}],"isError":false,"timestamp":1781251318370}}
{"type":"message","id":"e63a53b5","parentId":"c41e8c99","timestamp":"2026-06-12T08:02:05.828Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"The user wants me to continue gathering all subcommands of gh. I've collected quite a lot already. Let me now use the `gh help reference` output more comprehensively, as it seems to contain the full command tree. Let me capture the full reference output and parse all commands from it.","thinkingSignature":""},{"type":"text","text":"`gh help reference` 包含了完整的命令树，让我直接从中提取所有命令：\n\n"},{"type":"toolCall","id":"toolu_9b0c4ef8a70f4fe6b310ed78","name":"bash","arguments":{"command":"# Get the full reference and extract all commands\ngh help reference 2>&1 > /tmp/gh_reference.txt\n# Extract all lines that start with ## or ### which represent commands\ngrep -E '^##+ gh ' /tmp/gh_reference.txt"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":161,"cacheRead":14794,"cacheWrite":2959,"totalTokens":17920,"cost":{"input":0.0000024000000000000003,"output":0.00025760000000000003,"cacheRead":0.00059176,"cacheWrite":0.0014795,"total":0.00233126}},"stopReason":"toolUse","timestamp":1781251318370,"responseId":"msg_8a9fb215-b7c6-4eed-a98c-59e9bc6e736f"}}
{"type":"message","id":"e54f31fc","parentId":"e63a53b5","timestamp":"2026-06-12T08:02:05.886Z","message":{"role":"toolResult","toolCallId":"toolu_9b0c4ef8a70f4fe6b310ed78","toolName":"bash","content":[{"type":"text","text":"## gh agent-task <command>\n### gh agent-task create [<task description>] [flags]\n### gh agent-task list [flags]\n### gh agent-task view [<session-id> | <pr-number> | <pr-url> | <pr-branch>] [flags]\n## gh alias <command>\n### gh alias delete {<alias> | --all} [flags]\n### gh alias import [<filename> | -] [flags]\n### gh alias list\n### gh alias set <alias> <expansion> [flags]\n## gh api <endpoint> [flags]\n## gh attestation [subcommand]\n### gh attestation download [<file-path> | oci://<image-uri>] [--owner | --repo] [flags]\n### gh attestation trusted-root [--tuf-url <url> --tuf-root <file-path>] [--verify-only] [flags]\n### gh attestation verify [<file-path> | oci://<image-uri>] [--owner | --repo] [flags]\n## gh auth <command>\n### gh auth login [flags]\n### gh auth logout [flags]\n### gh auth refresh [flags]\n### gh auth setup-git [flags]\n### gh auth status [flags]\n### gh auth switch [flags]\n### gh auth token [flags]\n## gh browse [<number> | <path> | <commit-sha>] [flags]\n## gh cache <command>\n### gh cache delete [<cache-id> | <cache-key> | --all] [flags]\n### gh cache list [flags]\n## gh co\n## gh codespace\n### gh codespace code [flags]\n### gh codespace cp [-e] [-r] [-- [<scp flags>...]] <sources>... <dest>\n### gh codespace create [flags]\n### gh codespace delete [flags]\n### gh codespace edit [flags]\n### gh codespace jupyter [flags]\n### gh codespace list [flags]\n### gh codespace logs [flags]\n### gh codespace ports [flags]\n#### gh codespace ports forward <remote-port>:<local-port>...\n#### gh codespace ports visibility <port>:{public|private|org}...\n### gh codespace rebuild [flags]\n### gh codespace ssh [<flags>...] [-- <ssh-flags>...] [<command>]\n### gh codespace stop [flags]\n### gh codespace view [flags]\n## gh completion -s <shell>\n## gh config <command>\n### gh config clear-cache\n### gh config get <key> [flags]\n### gh config list [flags]\n### gh config set <key> <value> [flags]\n## gh copilot [flags] [args]\n## gh extension\n### gh extension browse [flags]\n### gh extension create [<name>] [flags]\n### gh extension exec <name> [args]\n### gh extension install <repository> [flags]\n### gh extension list\n### gh extension remove <name>\n### gh extension search [<query>] [flags]\n### gh extension upgrade {<name> | --all} [flags]\n## gh gist <command>\n### gh gist clone <gist> [<directory>] [-- <gitflags>...]\n### gh gist create [<filename>... | <pattern>... | -] [flags]\n### gh gist delete {<id> | <url>} [flags]\n### gh gist edit {<id> | <url>} [<filename>] [flags]\n### gh gist list [flags]\n### gh gist rename {<id> | <url>} <old-filename> <new-filename>\n### gh gist view [<id> | <url>] [flags]\n## gh gpg-key <command>\n### gh gpg-key add [<key-file>] [flags]\n### gh gpg-key delete <key-id> [flags]\n### gh gpg-key list\n## gh issue <command>\n### gh issue close {<number> | <url>} [flags]\n### gh issue comment {<number> | <url>} [flags]\n### gh issue create [flags]\n### gh issue delete {<number> | <url>} [flags]\n### gh issue develop {<number> | <url>} [flags]\n### gh issue edit {<numbers> | <urls>} [flags]\n### gh issue list [flags]\n### gh issue lock {<number> | <url>} [flags]\n### gh issue pin {<number> | <url>}\n### gh issue reopen {<number> | <url>} [flags]\n### gh issue status [flags]\n### gh issue transfer {<number> | <url>} <destination-repo>\n### gh issue unlock {<number> | <url>}\n### gh issue unpin {<number> | <url>}\n### gh issue view {<number> | <url>} [flags]\n## gh label <command>\n### gh label clone <source-repository> [flags]\n### gh label create <name> [flags]\n### gh label delete <name> [flags]\n### gh label edit <name> [flags]\n### gh label list [flags]\n## gh licenses\n## gh org <command>\n### gh org list [flags]\n## gh pr <command> [flags]\n### gh pr checkout [<number> | <url> | <branch>] [flags]\n### gh pr checks [<number> | <url> | <branch>] [flags]\n### gh pr close {<number> | <url> | <branch>} [flags]\n### gh pr comment [<number> | <url> | <branch>] [flags]\n### gh pr create [flags]\n### gh pr diff [<number> | <url> | <branch>] [flags]\n### gh pr edit [<number> | <url> | <branch>] [flags]\n### gh pr list [flags]\n### gh pr lock {<number> | <url>} [flags]\n### gh pr merge [<number> | <url> | <branch>] [flags]\n### gh pr ready [<number> | <url> | <branch>] [flags]\n### gh pr reopen {<number> | <url> | <branch>} [flags]\n### gh pr revert {<number> | <url> | <branch>} [flags]\n### gh pr review [<number> | <url> | <branch>] [flags]\n### gh pr status [flags]\n### gh pr unlock {<number> | <url>}\n### gh pr update-branch [<number> | <url> | <branch>] [flags]\n### gh pr view [<number> | <url> | <branch>] [flags]\n## gh preview <command>\n### gh preview prompter [prompt type]\n## gh project <command>\n### gh project close [<number>] [flags]\n### gh project copy [<number>] [flags]\n### gh project create [flags]\n### gh project delete [<number>] [flags]\n### gh project edit [<number>] [flags]\n### gh project field-create [<number>] [flags]\n### gh project field-delete [flags]\n### gh project field-list [<number>] [flags]\n### gh project item-add [<number>] [flags]\n### gh project item-archive [<number>] [flags]\n### gh project item-create [<number>] [flags]\n### gh project item-delete [<number>] [flags]\n### gh project item-edit [flags]\n### gh project item-list [<number>] [flags]\n### gh project link [<number>] [flags]\n### gh project list [flags]\n### gh project mark-template [<number>] [flags]\n### gh project unlink [<number>] [flags]\n### gh project view [<number>] [flags]\n## gh release <command>\n### gh release create [<tag>] [<filename>... | <pattern>...]\n### gh release delete <tag> [flags]\n### gh release delete-asset <tag> <asset-name> [flags]\n### gh release download [<tag>] [flags]\n### gh release edit <tag>\n### gh release list [flags]\n### gh release upload <tag> <files>... [flags]\n### gh release verify [<tag>] [flags]\n### gh release verify-asset [<tag>] <file-path> [flags]\n### gh release view [<tag>] [flags]\n## gh repo <command>\n### gh repo archive [<repository>] [flags]\n### gh repo autolink <command>\n#### gh repo autolink create <keyPrefix> <urlTemplate> [flags]\n#### gh repo autolink delete <id> [flags]\n#### gh repo autolink list [flags]\n#### gh repo autolink view <id> [flags]\n### gh repo clone <repository> [<directory>] [-- <gitflags>...]\n### gh repo create [<name>] [flags]\n### gh repo delete [<repository>] [flags]\n### gh repo deploy-key <command>\n#### gh repo deploy-key add <key-file> [flags]\n#### gh repo deploy-key delete <key-id>\n#### gh repo deploy-key list [flags]\n### gh repo edit [<repository>] [flags]\n### gh repo fork [<repository>] [-- <gitflags>...] [flags]\n### gh repo gitignore <command>\n#### gh repo gitignore list\n#### gh repo gitignore view <template>\n### gh repo license <command>\n#### gh repo license list\n#### gh repo license view {<license-key> | <spdx-id>} [flags]\n### gh repo list [<owner>] [flags]\n### gh repo rename [<new-name>] [flags]\n### gh repo set-default [<repository>] [flags]\n### gh repo sync [<destination-repository>] [flags]\n### gh repo unarchive [<repository>] [flags]\n### gh repo view [<repository>] [flags]\n## gh ruleset <command>\n### gh ruleset check [<branch>] [flags]\n### gh ruleset list [flags]\n### gh ruleset view [<ruleset-id>] [flags]\n## gh run <command>\n### gh run cancel [<run-id>] [flags]\n### gh run delete [<run-id>]\n### gh run download [<run-id>] [flags]\n### gh run list [flags]\n### gh run rerun [<run-id>] [flags]\n### gh run view [<run-id>] [flags]\n### gh run watch <run-id> [flags]\n## gh search <command>\n### gh search code <query> [flags]\n### gh search commits [<query>] [flags]\n### gh search issues [<query>] [flags]\n### gh search prs [<query>] [flags]\n### gh search repos [<query>] [flags]\n## gh secret <command>\n### gh secret delete <secret-name> [flags]\n### gh secret list [flags]\n### gh secret set <secret-name> [flags]\n## gh skill <command>\n### gh skill install <repository> [<skill[@version]>] [flags]\n### gh skill preview <repository> [<skill>] [flags]\n### gh skill publish [<directory>] [flags]\n### gh skill search <query> [flags]\n### gh skill update [<skill>...] [flags]\n## gh ssh-key <command>\n### gh ssh-key add [<key-file>] [flags]\n### gh ssh-key delete <id> [flags]\n### gh ssh-key list\n## gh status [flags]\n## gh variable <command>\n### gh variable delete <variable-name> [flags]\n### gh variable get <variable-name> [flags]\n### gh variable list [flags]\n### gh variable set <variable-name> [flags]\n## gh workflow <command>\n### gh workflow disable [<workflow-id> | <workflow-name>]\n### gh workflow enable [<workflow-id> | <workflow-name>]\n### gh workflow list [flags]\n### gh workflow run [<workflow-id> | <workflow-name>] [flags]\n### gh workflow view [<workflow-id> | <workflow-name> | <filename>] [flags]\n"}],"isError":false,"timestamp":1781251325886}}
{"type":"message","id":"fc0792e1","parentId":"e54f31fc","timestamp":"2026-06-12T08:02:16.671Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"The user is greeting me with \"morning\" (morning). I should respond in a friendly and helpful manner.","thinkingSignature":""},{"type":"text","text":"完美！现在让我统计所有命令：\n\n"},{"type":"toolCall","id":"toolu_0ee7d4b91ecf47a4bdd934cb","name":"bash","arguments":{"command":"# 统计各级命令数量\necho \"=== 命令统计 ===\"\necho \"\"\necho \"顶层命令（## gh xxx）:\"\ngrep -E '^## gh [a-z-]+ ' /tmp/gh_reference.txt | wc -l\necho \"\"\necho \"二级子命令（### gh xxx yyy）:\"\ngrep -E '^### gh [a-z-]+ [a-z-]+ ' /tmp/gh_reference.txt | wc -l\necho \"\"\necho \"三级子命令（#### gh xxx yyy zzz）:\"\ngrep -E '^#### gh [a-z-]+ [a-z-]+ [a-z-]+ ' /tmp/gh_reference.txt | wc -l\necho \"\"\necho \"=== 总计 ===\"\ngrep -E '^#{2,4} gh ' /tmp/gh_reference.txt | wc -l\necho \"\"\necho \"详细列表：\"\ngrep -E '^#{2,4} gh ' /tmp/gh_reference.txt | sed 's/^## /  /' | sed 's/^### /    /' | sed 's/^#### /      /'"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":301,"cacheRead":15227,"cacheWrite":5315,"totalTokens":20849,"cost":{"input":0.0000024000000000000003,"output":0.00048160000000000005,"cacheRead":0.00060908,"cacheWrite":0.0026574999999999997,"total":0.00375058}},"stopReason":"toolUse","timestamp":1781251325887,"responseId":"msg_c20e5a53-3b0b-4703-905c-91e81f47d28c"}}
{"type":"message","id":"e56365e4","parentId":"fc0792e1","timestamp":"2026-06-12T08:02:16.694Z","message":{"role":"toolResult","toolCallId":"toolu_0ee7d4b91ecf47a4bdd934cb","toolName":"bash","content":[{"type":"text","text":"=== 命令统计 ===\n\n顶层命令（## gh xxx）:\n29\n\n二级子命令（### gh xxx yyy）:\n169\n\n三级子命令（#### gh xxx yyy zzz）:\n11\n\n=== 总计 ===\n220\n\n详细列表：\n  gh agent-task <command>\n    gh agent-task create [<task description>] [flags]\n    gh agent-task list [flags]\n    gh agent-task view [<session-id> | <pr-number> | <pr-url> | <pr-branch>] [flags]\n  gh alias <command>\n    gh alias delete {<alias> | --all} [flags]\n    gh alias import [<filename> | -] [flags]\n    gh alias list\n    gh alias set <alias> <expansion> [flags]\n  gh api <endpoint> [flags]\n  gh attestation [subcommand]\n    gh attestation download [<file-path> | oci://<image-uri>] [--owner | --repo] [flags]\n    gh attestation trusted-root [--tuf-url <url> --tuf-root <file-path>] [--verify-only] [flags]\n    gh attestation verify [<file-path> | oci://<image-uri>] [--owner | --repo] [flags]\n  gh auth <command>\n    gh auth login [flags]\n    gh auth logout [flags]\n    gh auth refresh [flags]\n    gh auth setup-git [flags]\n    gh auth status [flags]\n    gh auth switch [flags]\n    gh auth token [flags]\n  gh browse [<number> | <path> | <commit-sha>] [flags]\n  gh cache <command>\n    gh cache delete [<cache-id> | <cache-key> | --all] [flags]\n    gh cache list [flags]\n  gh co\n  gh codespace\n    gh codespace code [flags]\n    gh codespace cp [-e] [-r] [-- [<scp flags>...]] <sources>... <dest>\n    gh codespace create [flags]\n    gh codespace delete [flags]\n    gh codespace edit [flags]\n    gh codespace jupyter [flags]\n    gh codespace list [flags]\n    gh codespace logs [flags]\n    gh codespace ports [flags]\n      gh codespace ports forward <remote-port>:<local-port>...\n      gh codespace ports visibility <port>:{public|private|org}...\n    gh codespace rebuild [flags]\n    gh codespace ssh [<flags>...] [-- <ssh-flags>...] [<command>]\n    gh codespace stop [flags]\n    gh codespace view [flags]\n  gh completion -s <shell>\n  gh config <command>\n    gh config clear-cache\n    gh config get <key> [flags]\n    gh config list [flags]\n    gh config set <key> <value> [flags]\n  gh copilot [flags] [args]\n  gh extension\n    gh extension browse [flags]\n    gh extension create [<name>] [flags]\n    gh extension exec <name> [args]\n    gh extension install <repository> [flags]\n    gh extension list\n    gh extension remove <name>\n    gh extension search [<query>] [flags]\n    gh extension upgrade {<name> | --all} [flags]\n  gh gist <command>\n    gh gist clone <gist> [<directory>] [-- <gitflags>...]\n    gh gist create [<filename>... | <pattern>... | -] [flags]\n    gh gist delete {<id> | <url>} [flags]\n    gh gist edit {<id> | <url>} [<filename>] [flags]\n    gh gist list [flags]\n    gh gist rename {<id> | <url>} <old-filename> <new-filename>\n    gh gist view [<id> | <url>] [flags]\n  gh gpg-key <command>\n    gh gpg-key add [<key-file>] [flags]\n    gh gpg-key delete <key-id> [flags]\n    gh gpg-key list\n  gh issue <command>\n    gh issue close {<number> | <url>} [flags]\n    gh issue comment {<number> | <url>} [flags]\n    gh issue create [flags]\n    gh issue delete {<number> | <url>} [flags]\n    gh issue develop {<number> | <url>} [flags]\n    gh issue edit {<numbers> | <urls>} [flags]\n    gh issue list [flags]\n    gh issue lock {<number> | <url>} [flags]\n    gh issue pin {<number> | <url>}\n    gh issue reopen {<number> | <url>} [flags]\n    gh issue status [flags]\n    gh issue transfer {<number> | <url>} <destination-repo>\n    gh issue unlock {<number> | <url>}\n    gh issue unpin {<number> | <url>}\n    gh issue view {<number> | <url>} [flags]\n  gh label <command>\n    gh label clone <source-repository> [flags]\n    gh label create <name> [flags]\n    gh label delete <name> [flags]\n    gh label edit <name> [flags]\n    gh label list [flags]\n  gh licenses\n  gh org <command>\n    gh org list [flags]\n  gh pr <command> [flags]\n    gh pr checkout [<number> | <url> | <branch>] [flags]\n    gh pr checks [<number> | <url> | <branch>] [flags]\n    gh pr close {<number> | <url> | <branch>} [flags]\n    gh pr comment [<number> | <url> | <branch>] [flags]\n    gh pr create [flags]\n    gh pr diff [<number> | <url> | <branch>] [flags]\n    gh pr edit [<number> | <url> | <branch>] [flags]\n    gh pr list [flags]\n    gh pr lock {<number> | <url>} [flags]\n    gh pr merge [<number> | <url> | <branch>] [flags]\n    gh pr ready [<number> | <url> | <branch>] [flags]\n    gh pr reopen {<number> | <url> | <branch>} [flags]\n    gh pr revert {<number> | <url> | <branch>} [flags]\n    gh pr review [<number> | <url> | <branch>] [flags]\n    gh pr status [flags]\n    gh pr unlock {<number> | <url>}\n    gh pr update-branch [<number> | <url> | <branch>] [flags]\n    gh pr view [<number> | <url> | <branch>] [flags]\n  gh preview <command>\n    gh preview prompter [prompt type]\n  gh project <command>\n    gh project close [<number>] [flags]\n    gh project copy [<number>] [flags]\n    gh project create [flags]\n    gh project delete [<number>] [flags]\n    gh project edit [<number>] [flags]\n    gh project field-create [<number>] [flags]\n    gh project field-delete [flags]\n    gh project field-list [<number>] [flags]\n    gh project item-add [<number>] [flags]\n    gh project item-archive [<number>] [flags]\n    gh project item-create [<number>] [flags]\n    gh project item-delete [<number>] [flags]\n    gh project item-edit [flags]\n    gh project item-list [<number>] [flags]\n    gh project link [<number>] [flags]\n    gh project list [flags]\n    gh project mark-template [<number>] [flags]\n    gh project unlink [<number>] [flags]\n    gh project view [<number>] [flags]\n  gh release <command>\n    gh release create [<tag>] [<filename>... | <pattern>...]\n    gh release delete <tag> [flags]\n    gh release delete-asset <tag> <asset-name> [flags]\n    gh release download [<tag>] [flags]\n    gh release edit <tag>\n    gh release list [flags]\n    gh release upload <tag> <files>... [flags]\n    gh release verify [<tag>] [flags]\n    gh release verify-asset [<tag>] <file-path> [flags]\n    gh release view [<tag>] [flags]\n  gh repo <command>\n    gh repo archive [<repository>] [flags]\n    gh repo autolink <command>\n      gh repo autolink create <keyPrefix> <urlTemplate> [flags]\n      gh repo autolink delete <id> [flags]\n      gh repo autolink list [flags]\n      gh repo autolink view <id> [flags]\n    gh repo clone <repository> [<directory>] [-- <gitflags>...]\n    gh repo create [<name>] [flags]\n    gh repo delete [<repository>] [flags]\n    gh repo deploy-key <command>\n      gh repo deploy-key add <key-file> [flags]\n      gh repo deploy-key delete <key-id>\n      gh repo deploy-key list [flags]\n    gh repo edit [<repository>] [flags]\n    gh repo fork [<repository>] [-- <gitflags>...] [flags]\n    gh repo gitignore <command>\n      gh repo gitignore list\n      gh repo gitignore view <template>\n    gh repo license <command>\n      gh repo license list\n      gh repo license view {<license-key> | <spdx-id>} [flags]\n    gh repo list [<owner>] [flags]\n    gh repo rename [<new-name>] [flags]\n    gh repo set-default [<repository>] [flags]\n    gh repo sync [<destination-repository>] [flags]\n    gh repo unarchive [<repository>] [flags]\n    gh repo view [<repository>] [flags]\n  gh ruleset <command>\n    gh ruleset check [<branch>] [flags]\n    gh ruleset list [flags]\n    gh ruleset view [<ruleset-id>] [flags]\n  gh run <command>\n    gh run cancel [<run-id>] [flags]\n    gh run delete [<run-id>]\n    gh run download [<run-id>] [flags]\n    gh run list [flags]\n    gh run rerun [<run-id>] [flags]\n    gh run view [<run-id>] [flags]\n    gh run watch <run-id> [flags]\n  gh search <command>\n    gh search code <query> [flags]\n    gh search commits [<query>] [flags]\n    gh search issues [<query>] [flags]\n    gh search prs [<query>] [flags]\n    gh search repos [<query>] [flags]\n  gh secret <command>\n    gh secret delete <secret-name> [flags]\n    gh secret list [flags]\n    gh secret set <secret-name> [flags]\n  gh skill <command>\n    gh skill install <repository> [<skill[@version]>] [flags]\n    gh skill preview <repository> [<skill>] [flags]\n    gh skill publish [<directory>] [flags]\n    gh skill search <query> [flags]\n    gh skill update [<skill>...] [flags]\n  gh ssh-key <command>\n    gh ssh-key add [<key-file>] [flags]\n    gh ssh-key delete <id> [flags]\n    gh ssh-key list\n  gh status [flags]\n  gh variable <command>\n    gh variable delete <variable-name> [flags]\n    gh variable get <variable-name> [flags]\n    gh variable list [flags]\n    gh variable set <variable-name> [flags]\n  gh workflow <command>\n    gh workflow disable [<workflow-id> | <workflow-name>]\n    gh workflow enable [<workflow-id> | <workflow-name>]\n    gh workflow list [flags]\n    gh workflow run [<workflow-id> | <workflow-name>] [flags]\n    gh workflow view [<workflow-id> | <workflow-name> | <filename>] [flags]\n"}],"isError":false,"timestamp":1781251336694}}
{"type":"message","id":"92b1921a","parentId":"e56365e4","timestamp":"2026-06-12T08:02:24.574Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"The user wants a comprehensive count of all gh commands. I have all the data now. Let me also check if there are any aliases I might be missing (like `gh alias ls` being an alias for `gh alias list`), and check `gh copilot` more carefully since it didn't show help.\n\nLet me also verify `co` alias for `pr checkout`.\n\nLet me compile a clean summary for the user.\n","thinkingSignature":""},{"type":"toolCall","id":"toolu_7e46ca624fcd4a0abd72e0dd","name":"bash","arguments":{"command":"# 验证一些没有子命令展开的顶层命令\necho \"=== copilot help ===\"\ngh copilot --help 2>&1 | head -30\necho \"\"\necho \"=== licenses help ===\"\ngh licenses --help 2>&1 | head -15\necho \"\"\necho \"=== 检查所有别名命令 ===\"\ngrep -E '(Aliases|Alias)' /tmp/gh_reference.txt | head -20"}}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":212,"cacheRead":20542,"cacheWrite":3006,"totalTokens":23766,"cost":{"input":0.0000024000000000000003,"output":0.0003392,"cacheRead":0.00082168,"cacheWrite":0.001503,"total":0.00266628}},"stopReason":"toolUse","timestamp":1781251336694,"responseId":"msg_747739a5-7beb-4f36-be39-a3691d0d0a88"}}
{"type":"message","id":"8f0bed67","parentId":"92b1921a","timestamp":"2026-06-12T08:02:24.646Z","message":{"role":"toolResult","toolCallId":"toolu_7e46ca624fcd4a0abd72e0dd","toolName":"bash","content":[{"type":"text","text":"=== copilot help ===\nRuns the GitHub Copilot CLI.\n\nExecuting the Copilot CLI through `gh` is currently in preview and subject to change.\n\nIf already installed, `gh` will execute the Copilot CLI found in your `PATH`.\nIf the Copilot CLI is not installed, it will be downloaded to /root/.local/share/gh/copilot.\n\nUse `--remove` to remove the downloaded Copilot CLI.\n\nThis command is only supported on Windows, Linux, and Darwin, on amd64/x64\nor arm64 architectures.\n\nTo prevent `gh` from interpreting flags intended for Copilot,\nuse `--` before Copilot flags and args.\n\nLearn more at https://gh.io/copilot-cli\n\n\nUSAGE\n  gh copilot [flags] [args]\n\nFLAGS\n  --remove   Remove the downloaded Copilot CLI\n\nINHERITED FLAGS\n  --help   Show help for command\n\nEXAMPLES\n  # Download and run the Copilot CLI\n  $ gh copilot\n\n=== licenses help ===\nView license information for third-party libraries used in this build of the GitHub CLI.\n\nUSAGE\n  gh licenses [flags]\n\nINHERITED FLAGS\n  --help   Show help for command\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn about exit codes using `gh help exit-codes`\n  Learn about accessibility experiences using `gh help accessibility`\n\n\n=== 检查所有别名命令 ===\nAliases\nAliases\nAliases\nAliases\nAlias for \"pr checkout\"\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\nAliases\n"}],"isError":false,"timestamp":1781251344646}}
{"type":"message","id":"f0250a46","parentId":"8f0bed67","timestamp":"2026-06-12T08:02:56.524Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"The user wants me to continue and provide a comprehensive summary of all gh commands. I have all the data from the previous tool results. Let me now compile a clean, organized summary.\n\nLet me count and categorize everything properly:\n\nFrom the reference output, I can count:\n\nTop-level commands (## gh xxx): 29\nSecond-level subcommands (### gh xxx yyy): 169\nThird-level subcommands (#### gh xxx yyy zzz): 11\n\nBut some of those \"top-level\" commands are actually subcommands grouped under repo (autolink, deploy-key, gitignore, license), so I need to be careful.\n\n\nNow I'm looking at the top-level command categories from the help output. I see the core commands like auth, browse, codespace, gist, issue, org, pr, project, release, repo, and skill, plus the GitHub Actions commands like cache, run, and workflow, and an alias co for pr checkout.\n\nThen there are additional commands covering everything from agent-task and alias management to API access, attestation, completion, config, copilot, extension, key management, licenses, preview features, rulesets, search, secrets, SSH keys, status, and variables.\n\nNow I'm tallying up the command counts more carefully. There are 220 total entries across all levels, but that includes some noise like \"gh co\" which is just an alias and standalone commands like \"gh api\" that don't have subcommands. Let me organize these by category to get a clearer picture of what's actually available.","thinkingSignature":""},{"type":"text","text":"好了，数据已经全部收集完毕！以下是 **gh v2.92.0** 命令的完整统计：\n\n---\n\n## 总览\n\n| 层级 | 数量 |\n|------|------|\n| 顶层命令 | **29** |\n| 二级子命令 | **169** |\n| 三级子命令 | **11** |\n| **合计** | **209**（不含别名 `co`） |\n\n如果算上别名 `gh co`（= `gh pr checkout`），总共涉及 **210** 个命令入口。\n\n---\n\n## 各分类明细\n\n### 核心命令（Core Commands）\n\n| 命令 | 子命令数 | 子命令 |\n|------|---------|--------|\n| `auth` | 7 | login, logout, refresh, setup-git, status, switch, token |\n| `browse` | 0 | （独立命令，直接打开浏览器） |\n| `codespace` | 12 | code, cp, create, delete, edit, jupyter, list, logs, ports, rebuild, ssh, stop, view |\n| ↳ ports (三级) | 2 | forward, visibility |\n| `gist` | 7 | clone, create, delete, edit, list, rename, view |\n| `issue` | 15 | close, comment, create, delete, develop, edit, list, lock, pin, reopen, status, transfer, unlock, unpin, view |\n| `org` | 1 | list |\n| `pr` | 18 | checkout, checks, close, comment, create, diff, edit, list, lock, merge, ready, reopen, revert, review, status, unlock, update-branch, view |\n| `project` | 19 | close, copy, create, delete, edit, field-create, field-delete, field-list, item-add, item-archive, item-create, item-delete, item-edit, item-list, link, list, mark-template, unlink, view |\n| `release` | 10 | create, delete, delete-asset, download, edit, list, upload, verify, verify-asset, view |\n| `repo` | 15 + 11 | archive, clone, create, delete, edit, fork, list, rename, set-default, sync, unarchive, view + **autolink**(create/delete/list/view), **deploy-key**(add/delete/list), **gitignore**(list/view), **license**(list/view) |\n| `skill` (preview) | 5 | install, preview, publish, search, update |\n\n### GitHub Actions 命令\n\n| 命令 | 子命令数 | 子命令 |\n|------|---------|--------|\n| `cache` | 2 | delete, list |\n| `run` | 7 | cancel, delete, download, list, rerun, view, watch |\n| `workflow` | 5 | disable, enable, list, run, view |\n\n### 别名命令\n\n| 命令 | 说明 |\n|------|------|\n| `co` | `pr checkout` 的别名 |\n\n### 附加命令（Additional Commands）\n\n| 命令 | 子命令数 | 子命令 |\n|------|---------|--------|\n| `agent-task` (preview) | 3 | create, list, view |\n| `alias` | 4 | delete, import, list, set |\n| `api` | 0 | （独立命令，发 REST/GraphQL 请求） |\n| `attestation` | 3 | download, trusted-root, verify |\n| `completion` | 0 | （独立命令，生成 shell 补全脚本） |\n| `config` | 4 | clear-cache, get, list, set |\n| `copilot` (preview) | 0 | （独立命令，运行 Copilot CLI） |\n| `extension` | 8 | browse, create, exec, install, list, remove, search, upgrade |\n| `gpg-key` | 3 | add, delete, list |\n| `label` | 5 | clone, create, delete, edit, list |\n| `licenses` | 0 | （独立命令，查看第三方许可证） |\n| `preview` | 1 | prompter |\n| `ruleset` | 3 | check, list, view |\n| `search` | 5 | code, commits, issues, prs, repos |\n| `secret` | 3 | delete, list, set |\n| `ssh-key` | 3 | add, delete, list |\n| `status` | 0 | （独立命令，查看跨仓库通知） |\n| `variable` | 4 | delete, get, list, set |\n\n---\n\n## 按子命令数量排行 Top 5\n\n| 排名 | 命令 | 子命令数 |\n|------|------|---------|\n| 1 | `pr` | 18 |\n| 2 | `project` | 19 |\n| 3 | `issue` | 15 |\n| 4 | `repo`（含三级） | 26 |\n| 5 | `codespace`（含三级） | 14 |\n\n`repo` 如果算上三级子命令（autolink×4, deploy-key×3, gitignore×2, license×2）共计 **26** 个可执行入口，是子命令最多的模块 (´・ω・`)"}],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":6,"output":1549,"cacheRead":17753,"cacheWrite":6410,"totalTokens":25718,"cost":{"input":0.0000024000000000000003,"output":0.0024784000000000004,"cacheRead":0.0007101200000000001,"cacheWrite":0.003205,"total":0.006395920000000001}},"stopReason":"stop","timestamp":1781251344646,"responseId":"msg_301be1bb-6e21-488d-9621-dec17e21221c"}}
{"type":"message","id":"64230775","parentId":"f0250a46","timestamp":"2026-06-12T08:11:50.047Z","message":{"role":"user","content":[{"type":"text","text":"我想做一个skills 用户输入\"帮我把xx命令行工具总结成markdown文档指南,该指南有目录,指南前面显示该命令行工具版本号,版本名称 然后列出有多少个命令包括子命令 每个命令对应一个中文介绍 可以尝试--help -help之类的查看该工具帮助 markdown格式\""}],"timestamp":1781251910046}}
{"type":"message","id":"ea8cbf76","parentId":"64230775","timestamp":"2026-06-12T08:11:53.759Z","message":{"role":"assistant","content":[],"api":"anthropic-messages","provider":"opencode-go-anthropic","model":"qwen3.7-plus","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"aborted","timestamp":1781251910048,"errorMessage":"Operation aborted"}}
{"type":"model_change","id":"7dedce20","parentId":"ea8cbf76","timestamp":"2026-06-12T08:12:11.072Z","provider":"opencode-go-openai","modelId":"glm-5.1"}
{"type":"thinking_level_change","id":"91019152","parentId":"7dedce20","timestamp":"2026-06-12T08:12:11.072Z","thinkingLevel":"off"}
{"type":"message","id":"11adbdf5","parentId":"91019152","timestamp":"2026-06-12T08:12:17.569Z","message":{"role":"user","content":[{"type":"text","text":"我想做一个skills\n 用户输入\"帮我把xx命令行工具总结成markdown文\n 档指南,该指南有目录,指南前面显示该命令行工\n 具版本号,版本名称\n 然后列出有多少个命令包括子命令\n 每个命令对应一个中文介绍 可以尝试--help\n -help之类的查看该工具帮助 markdown格式\""}],"timestamp":1781251937568}}
{"type":"message","id":"c6755aa0","parentId":"11adbdf5","timestamp":"2026-06-12T08:12:29.708Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"The user wants me to create a skill that can summarize any CLI tool into a markdown document guide. The skill should:\n\n1. Get the CLI tool's version number and version name\n2. List all commands including subcommands\n3. Each command should have a Chinese description\n4. Try --help or -h to view the tool's help\n5. Output in markdown format with a table of contents\n\nLet me first read the skill-creator skill to understand how to create skills properly.","thinkingSignature":"reasoning_content"},{"type":"text","text":"好的，我来创建这个 skill。先加载 skill-creator 了解规范："},{"type":"toolCall","id":"call_2355","name":"read","arguments":{"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/skill-creator/SKILL.md"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":23574,"output":150,"cacheRead":704,"cacheWrite":0,"totalTokens":24428,"cost":{"input":0.0330036,"output":0.00066,"cacheRead":0.00018304,"cacheWrite":0,"total":0.033846640000000004}},"stopReason":"toolUse","timestamp":1781251937639,"responseId":"chatcmpl-RY3P2oJgJtKHYlQPIm6CA2kM","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"0e07746e","parentId":"c6755aa0","timestamp":"2026-06-12T08:12:29.717Z","message":{"role":"toolResult","toolCallId":"call_2355","toolName":"read","content":[{"type":"text","text":"---\nname: skill-creator\ndescription: Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.\n---\n\n# Skill Creator\n\nA skill for creating new skills and iteratively improving them.\n\nAt a high level, the process of creating a skill goes like this:\n\n- Decide what you want the skill to do and roughly how it should do it\n- Write a draft of the skill\n- Create a few test prompts and run claude-with-access-to-the-skill on them\n- Help the user evaluate the results both qualitatively and quantitatively\n  - While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you can either use as is or modify if you feel something needs to change about them). Then explain them to the user (or if they already existed, explain the ones that already exist)\n  - Use the `eval-viewer/generate_review.py` script to show the user the results for them to look at, and also let them look at the quantitative metrics\n- Rewrite the skill based on feedback from the user's evaluation of the results (and also if there are any glaring flaws that become apparent from the quantitative benchmarks)\n- Repeat until you're satisfied\n- Expand the test set and try again at larger scale\n\nYour job when using this skill is to figure out where the user is in this process and then jump in and help them progress through these stages. So for instance, maybe they're like \"I want to make a skill for X\". You can help narrow down what they mean, write a draft, write the test cases, figure out how they want to evaluate, run all the prompts, and repeat.\n\nOn the other hand, maybe they already have a draft of the skill. In this case you can go straight to the eval/iterate part of the loop.\n\nOf course, you should always be flexible and if the user is like \"I don't need to run a bunch of evaluations, just vibe with me\", you can do that instead.\n\nThen after the skill is done (but again, the order is flexible), you can also run the skill description improver, which we have a whole separate script for, to optimize the triggering of the skill.\n\nCool? Cool.\n\n## Communicating with the user\n\nThe skill creator is liable to be used by people across a wide range of familiarity with coding jargon. If you haven't heard (and how could you, it's only very recently that it started), there's a trend now where the power of Claude is inspiring plumbers to open up their terminals, parents and grandparents to google \"how to install npm\". On the other hand, the bulk of users are probably fairly computer-literate.\n\nSo please pay attention to context cues to understand how to phrase your communication! In the default case, just to give you some idea:\n\n- \"evaluation\" and \"benchmark\" are borderline, but OK\n- for \"JSON\" and \"assertion\" you want to see serious cues from the user that they know what those things are before using them without explaining them\n\nIt's OK to briefly explain terms if you're in doubt, and feel free to clarify terms with a short definition if you're unsure if the user will get it.\n\n---\n\n## Creating a skill\n\n### Capture Intent\n\nStart by understanding the user's intent. The current conversation might already contain a workflow the user wants to capture (e.g., they say \"turn this into a skill\"). If so, extract answers from the conversation history first — the tools used, the sequence of steps, corrections the user made, input/output formats observed. The user may need to fill the gaps, and should confirm before proceeding to the next step.\n\n1. What should this skill enable Claude to do?\n2. When should this skill trigger? (what user phrases/contexts)\n3. What's the expected output format?\n4. Should we set up test cases to verify the skill works? Skills with objectively verifiable outputs (file transforms, data extraction, code generation, fixed workflow steps) benefit from test cases. Skills with subjective outputs (writing style, art) often don't need them. Suggest the appropriate default based on the skill type, but let the user decide.\n\n### Interview and Research\n\nProactively ask questions about edge cases, input/output formats, example files, success criteria, and dependencies. Wait to write test prompts until you've got this part ironed out.\n\nCheck available MCPs - if useful for research (searching docs, finding similar skills, looking up best practices), research in parallel via subagents if available, otherwise inline. Come prepared with context to reduce burden on the user.\n\n### Write the SKILL.md\n\nBased on the user interview, fill in these components:\n\n- **name**: Skill identifier\n- **description**: When to trigger, what it does. This is the primary triggering mechanism - include both what the skill does AND specific contexts for when to use it. All \"when to use\" info goes here, not in the body. Note: currently Claude has a tendency to \"undertrigger\" skills -- to not use them when they'd be useful. To combat this, please make the skill descriptions a little bit \"pushy\". So for instance, instead of \"How to build a simple fast dashboard to display internal Anthropic data.\", you might write \"How to build a simple fast dashboard to display internal Anthropic data. Make sure to use this skill whenever the user mentions dashboards, data visualization, internal metrics, or wants to display any kind of company data, even if they don't explicitly ask for a 'dashboard.'\"\n- **compatibility**: Required tools, dependencies (optional, rarely needed)\n- **the rest of the skill :)**\n\n### Skill Writing Guide\n\n#### Anatomy of a Skill\n\n```\nskill-name/\n├── SKILL.md (required)\n│   ├── YAML frontmatter (name, description required)\n│   └── Markdown instructions\n└── Bundled Resources (optional)\n    ├── scripts/    - Executable code for deterministic/repetitive tasks\n    ├── references/ - Docs loaded into context as needed\n    └── assets/     - Files used in output (templates, icons, fonts)\n```\n\n#### Progressive Disclosure\n\nSkills use a three-level loading system:\n1. **Metadata** (name + description) - Always in context (~100 words)\n2. **SKILL.md body** - In context whenever skill triggers (<500 lines ideal)\n3. **Bundled resources** - As needed (unlimited, scripts can execute without loading)\n\nThese word counts are approximate and you can feel free to go longer if needed.\n\n**Key patterns:**\n- Keep SKILL.md under 500 lines; if you're approaching this limit, add an additional layer of hierarchy along with clear pointers about where the model using the skill should go next to follow up.\n- Reference files clearly from SKILL.md with guidance on when to read them\n- For large reference files (>300 lines), include a table of contents\n\n**Domain organization**: When a skill supports multiple domains/frameworks, organize by variant:\n```\ncloud-deploy/\n├── SKILL.md (workflow + selection)\n└── references/\n    ├── aws.md\n    ├── gcp.md\n    └── azure.md\n```\nClaude reads only the relevant reference file.\n\n#### Principle of Lack of Surprise\n\nThis goes without saying, but skills must not contain malware, exploit code, or any content that could compromise system security. A skill's contents should not surprise the user in their intent if described. Don't go along with requests to create misleading skills or skills designed to facilitate unauthorized access, data exfiltration, or other malicious activities. Things like a \"roleplay as an XYZ\" are OK though.\n\n#### Writing Patterns\n\nPrefer using the imperative form in instructions.\n\n**Defining output formats** - You can do it like this:\n```markdown\n## Report structure\nALWAYS use this exact template:\n# [Title]\n## Executive summary\n## Key findings\n## Recommendations\n```\n\n**Examples pattern** - It's useful to include examples. You can format them like this (but if \"Input\" and \"Output\" are in the examples you might want to deviate a little):\n```markdown\n## Commit message format\n**Example 1:**\nInput: Added user authentication with JWT tokens\nOutput: feat(auth): implement JWT-based authentication\n```\n\n### Writing Style\n\nTry to explain to the model why things are important in lieu of heavy-handed musty MUSTs. Use theory of mind and try to make the skill general and not super-narrow to specific examples. Start by writing a draft and then look at it with fresh eyes and improve it.\n\n### Test Cases\n\nAfter writing the skill draft, come up with 2-3 realistic test prompts — the kind of thing a real user would actually say. Share them with the user: [you don't have to use this exact language] \"Here are a few test cases I'd like to try. Do these look right, or do you want to add more?\" Then run them.\n\nSave test cases to `evals/evals.json`. Don't write assertions yet — just the prompts. You'll draft assertions in the next step while the runs are in progress.\n\n```json\n{\n  \"skill_name\": \"example-skill\",\n  \"evals\": [\n    {\n      \"id\": 1,\n      \"prompt\": \"User's task prompt\",\n      \"expected_output\": \"Description of expected result\",\n      \"files\": []\n    }\n  ]\n}\n```\n\nSee `references/schemas.md` for the full schema (including the `assertions` field, which you'll add later).\n\n## Running and evaluating test cases\n\nThis section is one continuous sequence — don't stop partway through. Do NOT use `/skill-test` or any other testing skill.\n\nPut results in `<skill-name>-workspace/` as a sibling to the skill directory. Within the workspace, organize results by iteration (`iteration-1/`, `iteration-2/`, etc.) and within that, each test case gets a directory (`eval-0/`, `eval-1/`, etc.). Don't create all of this upfront — just create directories as you go.\n\n### Step 1: Spawn all runs (with-skill AND baseline) in the same turn\n\nFor each test case, spawn two subagents in the same turn — one with the skill, one without. This is important: don't spawn the with-skill runs first and then come back for baselines later. Launch everything at once so it all finishes around the same time.\n\n**With-skill run:**\n\n```\nExecute this task:\n- Skill path: <path-to-skill>\n- Task: <eval prompt>\n- Input files: <eval files if any, or \"none\">\n- Save outputs to: <workspace>/iteration-<N>/eval-<ID>/with_skill/outputs/\n- Outputs to save: <what the user cares about — e.g., \"the .docx file\", \"the final CSV\">\n```\n\n**Baseline run** (same prompt, but the baseline depends on context):\n- **Creating a new skill**: no skill at all. Same prompt, no skill path, save to `without_skill/outputs/`.\n- **Improving an existing skill**: the old version. Before editing, snapshot the skill (`cp -r <skill-path> <workspace>/skill-snapshot/`), then point the baseline subagent at the snapshot. Save to `old_skill/outputs/`.\n\nWrite an `eval_metadata.json` for each test case (assertions can be empty for now). Give each eval a descriptive name based on what it's testing — not just \"eval-0\". Use this name for the directory too. If this iteration uses new or modified eval prompts, create these files for each new eval directory — don't assume they carry over from previous iterations.\n\n```json\n{\n  \"eval_id\": 0,\n  \"eval_name\": \"descriptive-name-here\",\n  \"prompt\": \"The user's task prompt\",\n  \"assertions\": []\n}\n```\n\n### Step 2: While runs are in progress, draft assertions\n\nDon't just wait for the runs to finish — you can use this time productively. Draft quantitative assertions for each test case and explain them to the user. If assertions already exist in `evals/evals.json`, review them and explain what they check.\n\nGood assertions are objectively verifiable and have descriptive names — they should read clearly in the benchmark viewer so someone glancing at the results immediately understands what each one checks. Subjective skills (writing style, design quality) are better evaluated qualitatively — don't force assertions onto things that need human judgment.\n\nUpdate the `eval_metadata.json` files and `evals/evals.json` with the assertions once drafted. Also explain to the user what they'll see in the viewer — both the qualitative outputs and the quantitative benchmark.\n\n### Step 3: As runs complete, capture timing data\n\nWhen each subagent task completes, you receive a notification containing `total_tokens` and `duration_ms`. Save this data immediately to `timing.json` in the run directory:\n\n```json\n{\n  \"total_tokens\": 84852,\n  \"duration_ms\": 23332,\n  \"total_duration_seconds\": 23.3\n}\n```\n\nThis is the only opportunity to capture this data — it comes through the task notification and isn't persisted elsewhere. Process each notification as it arrives rather than trying to batch them.\n\n### Step 4: Grade, aggregate, and launch the viewer\n\nOnce all runs are done:\n\n1. **Grade each run** — spawn a grader subagent (or grade inline) that reads `agents/grader.md` and evaluates each assertion against the outputs. Save results to `grading.json` in each run directory. The grading.json expectations array must use the fields `text`, `passed`, and `evidence` (not `name`/`met`/`details` or other variants) — the viewer depends on these exact field names. For assertions that can be checked programmatically, write and run a script rather than eyeballing it — scripts are faster, more reliable, and can be reused across iterations.\n\n2. **Aggregate into benchmark** — run the aggregation script from the skill-creator directory:\n   ```bash\n   python -m scripts.aggregate_benchmark <workspace>/iteration-N --skill-name <name>\n   ```\n   This produces `benchmark.json` and `benchmark.md` with pass_rate, time, and tokens for each configuration, with mean ± stddev and the delta. If generating benchmark.json manually, see `references/schemas.md` for the exact schema the viewer expects.\nPut each with_skill version before its baseline counterpart.\n\n3. **Do an analyst pass** — read the benchmark data and surface patterns the aggregate stats might hide. See `agents/analyzer.md` (the \"Analyzing Benchmark Results\" section) for what to look for — things like assertions that always pass regardless of skill (non-discriminating), high-variance evals (possibly flaky), and time/token tradeoffs.\n\n4. **Launch the viewer** with both qualitative outputs and quantitative data:\n   ```bash\n   nohup python <skill-creator-path>/eval-viewer/generate_review.py \\\n     <workspace>/iteration-N \\\n     --skill-name \"my-skill\" \\\n     --benchmark <workspace>/iteration-N/benchmark.json \\\n     > /dev/null 2>&1 &\n   VIEWER_PID=$!\n   ```\n   For iteration 2+, also pass `--previous-workspace <workspace>/iteration-<N-1>`.\n\n   **Cowork / headless environments:** If `webbrowser.open()` is not available or the environment has no display, use `--static <output_path>` to write a standalone HTML file instead of starting a server. Feedback will be downloaded as a `feedback.json` file when the user clicks \"Submit All Reviews\". After download, copy `feedback.json` into the workspace directory for the next iteration to pick up.\n\nNote: please use generate_review.py to create the viewer; there's no need to write custom HTML.\n\n5. **Tell the user** something like: \"I've opened the results in your browser. There are two tabs — 'Outputs' lets you click through each test case and leave feedback, 'Benchmark' shows the quantitative comparison. When you're done, come back here and let me know.\"\n\n### What the user sees in the viewer\n\nThe \"Outputs\" tab shows one test case at a time:\n- **Prompt**: the task that was given\n- **Output**: the files the skill produced, rendered inline where possible\n- **Previous Output** (iteration 2+): collapsed section showing last iteration's output\n- **Formal Grades** (if grading was run): collapsed section showing assertion pass/fail\n- **Feedback**: a textbox that auto-saves as they type\n- **Previous Feedback** (iteration 2+): their comments from last time, shown below the textbox\n\nThe \"Benchmark\" tab shows the stats summary: pass rates, timing, and token usage for each configuration, with per-eval breakdowns and analyst observations.\n\nNavigation is via prev/next buttons or arrow keys. When done, they click \"Submit All Reviews\" which saves all feedback to `feedback.json`.\n\n### Step 5: Read the feedback\n\nWhen the user tells you they're done, read `feedback.json`:\n\n```json\n{\n  \"reviews\": [\n    {\"run_id\": \"eval-0-with_skill\", \"feedback\": \"the chart is missing axis labels\", \"timestamp\": \"...\"},\n    {\"run_id\": \"eval-1-with_skill\", \"feedback\": \"\", \"timestamp\": \"...\"},\n    {\"run_id\": \"eval-2-with_skill\", \"feedback\": \"perfect, love this\", \"timestamp\": \"...\"}\n  ],\n  \"status\": \"complete\"\n}\n```\n\nEmpty feedback means the user thought it was fine. Focus your improvements on the test cases where the user had specific complaints.\n\nKill the viewer server when you're done with it:\n\n```bash\nkill $VIEWER_PID 2>/dev/null\n```\n\n---\n\n## Improving the skill\n\nThis is the heart of the loop. You've run the test cases, the user has reviewed the results, and now you need to make the skill better based on their feedback.\n\n### How to think about improvements\n\n1. **Generalize from the feedback.** The big picture thing that's happening here is that we're trying to create skills that can be used a million times (maybe literally, maybe even more who knows) across many different prompts. Here you and the user are iterating on only a few examples over and over again because it helps move faster. The user knows these examples in and out and it's quick for them to assess new outputs. But if the skill you and the user are codeveloping works only for those examples, it's useless. Rather than put in fiddly overfitty changes, or oppressively constrictive MUSTs, if there's some stubborn issue, you might try branching out and using different metaphors, or recommending different patterns of working. It's relatively cheap to try and maybe you'll land on something great.\n\n2. **Keep the prompt lean.** Remove things that aren't pulling their weight. Make sure to read the transcripts, not just the final outputs — if it looks like the skill is making the model waste a bunch of time doing things that are unproductive, you can try getting rid of the parts of the skill that are making it do that and seeing what happens.\n\n3. **Explain the why.** Try hard to explain the **why** behind everything you're asking the model to do. Today's LLMs are *smart*. They have good theory of mind and when given a good harness can go beyond rote instructions and really make things happen. Even if the feedback from the user is terse or frustrated, try to actually understand the task and why the user is writing what they wrote, and what they actually wrote, and then transmit this understanding into the instructions. If you find yourself writing ALWAYS or NEVER in all caps, or using super rigid structures, that's a yellow flag — if possible, reframe and explain the reasoning so that the model understands why the thing you're asking for is important. That's a more humane, powerful, and effective approach.\n\n4. **Look for repeated work across test cases.** Read the transcripts from the test runs and notice if the subagents all independently wrote similar helper scripts or took the same multi-step approach to something. If all 3 test cases resulted in the subagent writing a `create_docx.py` or a `build_chart.py`, that's a strong signal the skill should bundle that script. Write it once, put it in `scripts/`, and tell the skill to use it. This saves every future invocation from reinventing the wheel.\n\nThis task is pretty important (we are trying to create billions a year in economic value here!) and your thinking time is not the blocker; take your time and really mull things over. I'd suggest writing a draft revision and then looking at it anew and making improvements. Really do your best to get into the head of the user and understand what they want and need.\n\n### The iteration loop\n\nAfter improving the skill:\n\n1. Apply your improvements to the skill\n2. Rerun all test cases into a new `iteration-<N+1>/` directory, including baseline runs. If you're creating a new skill, the baseline is always `without_skill` (no skill) — that stays the same across iterations. If you're improving an existing skill, use your judgment on what makes sense as the baseline: the original version the user came in with, or the previous iteration.\n3. Launch the reviewer with `--previous-workspace` pointing at the previous iteration\n4. Wait for the user to review and tell you they're done\n5. Read the new feedback, improve again, repeat\n\nKeep going until:\n- The user says they're happy\n- The feedback is all empty (everything looks good)\n- You're not making meaningful progress\n\n---\n\n## Advanced: Blind comparison\n\nFor situations where you want a more rigorous comparison between two versions of a skill (e.g., the user asks \"is the new version actually better?\"), there's a blind comparison system. Read `agents/comparator.md` and `agents/analyzer.md` for the details. The basic idea is: give two outputs to an independent agent without telling it which is which, and let it judge quality. Then analyze why the winner won.\n\nThis is optional, requires subagents, and most users won't need it. The human review loop is usually sufficient.\n\n---\n\n## Description Optimization\n\nThe description field in SKILL.md frontmatter is the primary mechanism that determines whether Claude invokes a skill. After creating or improving a skill, offer to optimize the description for better triggering accuracy.\n\n### Step 1: Generate trigger eval queries\n\nCreate 20 eval queries — a mix of should-trigger and should-not-trigger. Save as JSON:\n\n```json\n[\n  {\"query\": \"the user prompt\", \"should_trigger\": true},\n  {\"query\": \"another prompt\", \"should_trigger\": false}\n]\n```\n\nThe queries must be realistic and something a Claude Code or Claude.ai user would actually type. Not abstract requests, but requests that are concrete and specific and have a good amount of detail. For instance, file paths, personal context about the user's job or situation, column names and values, company names, URLs. A little bit of backstory. Some might be in lowercase or contain abbreviations or typos or casual speech. Use a mix of different lengths, and focus on edge cases rather than making them clear-cut (the user will get a chance to sign off on them).\n\nBad: `\"Format this data\"`, `\"Extract text from PDF\"`, `\"Create a chart\"`\n\nGood: `\"ok so my boss just sent me this xlsx file (its in my downloads, called something like 'Q4 sales final FINAL v2.xlsx') and she wants me to add a column that shows the profit margin as a percentage. The revenue is in column C and costs are in column D i think\"`\n\nFor the **should-trigger** queries (8-10), think about coverage. You want different phrasings of the same intent — some formal, some casual. Include cases where the user doesn't explicitly name the skill or file type but clearly needs it. Throw in some uncommon use cases and cases where this skill competes with another but should win.\n\nFor the **should-not-trigger** queries (8-10), the most valuable ones are the near-misses — queries that share keywords or concepts with the skill but actually need something different. Think adjacent domains, ambiguous phrasing where a naive keyword match would trigger but shouldn't, and cases where the query touches on something the skill does but in a context where another tool is more appropriate.\n\nThe key thing to avoid: don't make should-not-trigger queries obviously irrelevant. \"Write a fibonacci function\" as a negative test for a PDF skill is too easy — it doesn't test anything. The negative cases should be genuinely tricky.\n\n### Step 2: Review with user\n\nPresent the eval set to the user for review using the HTML template:\n\n1. Read the template from `assets/eval_review.html`\n2. Replace the placeholders:\n   - `__EVAL_DATA_PLACEHOLDER__` → the JSON array of eval items (no quotes around it — it's a JS variable assignment)\n   - `__SKILL_NAME_PLACEHOLDER__` → the skill's name\n   - `__SKILL_DESCRIPTION_PLACEHOLDER__` → the skill's current description\n3. Write to a temp file (e.g., `/tmp/eval_review_<skill-name>.html`) and open it: `open /tmp/eval_review_<skill-name>.html`\n4. The user can edit queries, toggle should-trigger, add/remove entries, then click \"Export Eval Set\"\n5. The file downloads to `~/Downloads/eval_set.json` — check the Downloads folder for the most recent version in case there are multiple (e.g., `eval_set (1).json`)\n\nThis step matters — bad eval queries lead to bad descriptions.\n\n### Step 3: Run the optimization loop\n\nTell the user: \"This will take some time — I'll run the optimization loop in the background and check on it periodically.\"\n\nSave the eval set to the workspace, then run in the background:\n\n```bash\npython -m scripts.run_loop \\\n  --eval-set <path-to-trigger-eval.json> \\\n  --skill-path <path-to-skill> \\\n  --model <model-id-powering-this-session> \\\n  --max-iterations 5 \\\n  --verbose\n```\n\nUse the model ID from your system prompt (the one powering the current session) so the triggering test matches what the user actually experiences.\n\nWhile it runs, periodically tail the output to give the user updates on which iteration it's on and what the scores look like.\n\nThis handles the full optimization loop automatically. It splits the eval set into 60% train and 40% held-out test, evaluates the current description (running each query 3 times to get a reliable trigger rate), then calls Claude to propose improvements based on what failed. It re-evaluates each new description on both train and test, iterating up to 5 times. When it's done, it opens an HTML report in the browser showing the results per iteration and returns JSON with `best_description` — selected by test score rather than train score to avoid overfitting.\n\n### How skill triggering works\n\nUnderstanding the triggering mechanism helps design better eval queries. Skills appear in Claude's `available_skills` list with their name + description, and Claude decides whether to consult a skill based on that description. The important thing to know is that Claude only consults skills for tasks it can't easily handle on its own — simple, one-step queries like \"read this PDF\" may not trigger a skill even if the description matches perfectly, because Claude can handle them directly with basic tools. Complex, multi-step, or specialized queries reliably trigger skills when the description matches.\n\nThis means your eval queries should be substantive enough that Claude would actually benefit from consulting a skill. Simple queries like \"read file X\" are poor test cases — they won't trigger skills regardless of description quality.\n\n### Step 4: Apply the result\n\nTake `best_description` from the JSON output and update the skill's SKILL.md frontmatter. Show the user before/after and report the scores.\n\n---\n\n### Package and Present (only if `present_files` tool is available)\n\nCheck whether you have access to the `present_files` tool. If you don't, skip this step. If you do, package the skill and present the .skill file to the user:\n\n```bash\npython -m scripts.package_skill <path/to/skill-folder>\n```\n\nAfter packaging, direct the user to the resulting `.skill` file path so they can install it.\n\n---\n\n## Claude.ai-specific instructions\n\nIn Claude.ai, the core workflow is the same (draft → test → review → improve → repeat), but because Claude.ai doesn't have subagents, some mechanics change. Here's what to adapt:\n\n**Running test cases**: No subagents means no parallel execution. For each test case, read the skill's SKILL.md, then follow its instructions to accomplish the test prompt yourself. Do them one at a time. This is less rigorous than independent subagents (you wrote the skill and you're also running it, so you have full context), but it's a useful sanity check — and the human review step compensates. Skip the baseline runs — just use the skill to complete the task as requested.\n\n**Reviewing results**: If you can't open a browser (e.g., Claude.ai's VM has no display, or you're on a remote server), skip the browser reviewer entirely. Instead, present results directly in the conversation. For each test case, show the prompt and the output. If the output is a file the user needs to see (like a .docx or .xlsx), save it to the filesystem and tell them where it is so they can download and inspect it. Ask for feedback inline: \"How does this look? Anything you'd change?\"\n\n**Benchmarking**: Skip the quantitative benchmarking — it relies on baseline comparisons which aren't meaningful without subagents. Focus on qualitative feedback from the user.\n\n**The iteration loop**: Same as before — improve the skill, rerun the test cases, ask for feedback — just without the browser reviewer in the middle. You can still organize results into iteration directories on the filesystem if you have one.\n\n**Description optimization**: This section requires the `claude` CLI tool (specifically `claude -p`) which is only available in Claude Code. Skip it if you're on Claude.ai.\n\n**Blind comparison**: Requires subagents. Skip it.\n\n**Packaging**: The `package_skill.py` script works anywhere with Python and a filesystem. On Claude.ai, you can run it and the user can download the resulting `.skill` file.\n\n**Updating an existing skill**: The user might be asking you to update an existing skill, not create a new one. In this case:\n- **Preserve the original name.** Note the skill's directory name and `name` frontmatter field -- use them unchanged. E.g., if the installed skill is `research-helper`, output `research-helper.skill` (not `research-helper-v2`).\n- **Copy to a writeable location before editing.** The installed skill path may be read-only. Copy to `/tmp/skill-name/`, edit there, and package from the copy.\n- **If packaging manually, stage in `/tmp/` first**, then copy to the output directory -- direct writes may fail due to permissions.\n\n---\n\n## Cowork-Specific Instructions\n\nIf you're in Cowork, the main things to know are:\n\n- You have subagents, so the main workflow (spawn test cases in parallel, run baselines, grade, etc.) all works. (However, if you run into severe problems with timeouts, it's OK to run the test prompts in series rather than parallel.)\n- You don't have a browser or display, so when generating the eval viewer, use `--static <output_path>` to write a standalone HTML file instead of starting a server. Then proffer a link that the user can click to open the HTML in their browser.\n- For whatever reason, the Cowork setup seems to disincline Claude from generating the eval viewer after running the tests, so just to reiterate: whether you're in Cowork or in Claude Code, after running tests, you should always generate the eval viewer for the human to look at examples before revising the skill yourself and trying to make corrections, using `generate_review.py` (not writing your own boutique html code). Sorry in advance but I'm gonna go all caps here: GENERATE THE EVAL VIEWER *BEFORE* evaluating inputs yourself. You want to get them in front of the human ASAP!\n- Feedback works differently: since there's no running server, the viewer's \"Submit All Reviews\" button will download `feedback.json` as a file. You can then read it from there (you may have to request access first).\n- Packaging works — `package_skill.py` just needs Python and a filesystem.\n- Description optimization (`run_loop.py` / `run_eval.py`) should work in Cowork just fine since it uses `claude -p` via subprocess, not a browser, but please save it until you've fully finished making the skill and the user agrees it's in good shape.\n- **Updating an existing skill**: The user might be asking you to update an existing skill, not create a new one. Follow the update guidance in the claude.ai section above.\n\n---\n\n## Reference files\n\nThe agents/ directory contains instructions for specialized subagents. Read them when you need to spawn the relevant subagent.\n\n- `agents/grader.md` — How to evaluate assertions against outputs\n- `agents/comparator.md` — How to do blind A/B comparison between two outputs\n- `agents/analyzer.md` — How to analyze why one version beat another\n\nThe references/ directory has additional documentation:\n- `references/schemas.md` — JSON structures for evals.json, grading.json, etc.\n\n---\n\nRepeating one more time the core loop here for emphasis:\n\n- Figure out what the skill is about\n- Draft or edit the skill\n- Run claude-with-access-to-the-skill on test prompts\n- With the user, evaluate the outputs:\n  - Create benchmark.json and run `eval-viewer/generate_review.py` to help the user review them\n  - Run quantitative evals\n- Repeat until you and the user are satisfied\n- Package the final skill and return it to the user.\n\nPlease add steps to your TodoList, if you have such a thing, to make sure you don't forget. If you're in Cowork, please specifically put \"Create evals JSON and run `eval-viewer/generate_review.py` so human can review test cases\" in your TodoList to make sure it happens.\n\nGood luck!\n"}],"isError":false,"timestamp":1781251949717}}
{"type":"message","id":"daa5885d","parentId":"0e07746e","timestamp":"2026-06-12T08:12:38.612Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"OK, so I've read the skill creator guide. Now I need to create a skill that:\n\n1. Takes a CLI tool name as input\n2. Gets the tool's version info (--version, -v, etc.)\n3. Discovers all commands and subcommands (--help, -h, etc.)\n4. Gets help text for each command/subcommand\n5. Translates command descriptions into Chinese\n6. Outputs a well-structured Markdown document with:\n   - Title with version number/name\n   - Table of contents\n   - Command count summary\n   - Detailed command reference with Chinese descriptions\n\nLet me create this skill with a clean structure. I'll call it `cli-guide-zh-skill` or `cli-doc-zh-skill`.\n\nLet me think about the skill structure:\n- SKILL.md - main instructions\n- scripts/ - maybe a helper script to discover commands\n\nActually, looking at the existing `command-help-zh-skill`, let me check it first to avoid duplication and understand the pattern.","thinkingSignature":"reasoning_content"},{"type":"text","text":"让我先看看已有的 `command-help-zh-skill`，避免重复："},{"type":"toolCall","id":"call_32ee","name":"read","arguments":{"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/command-help-zh-skill/SKILL.md"}},{"type":"toolCall","id":"call_56ae","name":"bash","arguments":{"command":"ls -la /shumengya/project/agent/sproutclaw/.pi/agent/skills/command-help-zh-skill/"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":7341,"output":299,"cacheRead":24416,"cacheWrite":0,"totalTokens":32056,"cost":{"input":0.010277399999999999,"output":0.0013156,"cacheRead":0.00634816,"cacheWrite":0,"total":0.017941159999999998}},"stopReason":"toolUse","timestamp":1781251949718,"responseId":"chatcmpl-RnMC82BJhWskcGrkfz3UBh5i","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"47cbbf95","parentId":"daa5885d","timestamp":"2026-06-12T08:12:38.629Z","message":{"role":"toolResult","toolCallId":"call_32ee","toolName":"read","content":[{"type":"text","text":"---\nname: command-help-zh-skill\ndescription: 为任意 CLI 命令创建独立、无依赖的 Bash 包装脚本，将帮助文本翻译成中文，并只把说明性描述高亮为黄色。适用于用户希望获得本地化的 `--help` 体验，同时保持命令名称和参数不着色的场景。\n---\n\n# 命令帮助中文高亮\n\n## 适用场景\n\n用户要把任意命令的 `--help` / `-h` 帮助页做成中文版本，并且要求：\n\n- 只高亮“介绍 / 描述”文字\n- 命令名、参数名、选项名保持普通颜色\n- 脚本必须是单文件 `bash`\n- 不能依赖复杂工具链，优先只用 `printf`、`case`、`cat`\n\n## 处理流程\n\n1. 先确认目标命令名，例如 `codex`、`git`、`tea`、`gh`，或由用户提供 `--help` 输出。\n2. 如果没有原始帮助内容，就先运行 `<command> --help` 获取输出。\n3. 翻译成自然、简洁的中文。\n4. 保留原始结构：\n   - 标题\n   - 简介\n   - 用法\n   - 命令\n   - 参数\n   - 选项\n5. 输出时只让说明文字使用 ANSI 黄色。\n   - 例如 `\\033[1;33m`\n   - 结束后恢复默认颜色\n6. 命令名、参数、选项、括号内容保持普通颜色，不要整行染色。\n7. 生成可直接放到全局 PATH 的脚本，默认命名为 `<command>-help`；如果用户要求或命名冲突，再用 `<command>-help-zh`。\n\n## 实现要求\n\n- 必须是独立脚本，不能依赖仓库内外的其他文件。\n- 脚本开头应固定目标命令名，执行时再调用原始命令的 `--help`。\n- 推荐使用 `printf` 逐行输出，避免把整段文本一起染色。\n- 如果需要分隔“左侧标签”和“右侧说明”，先打印标签，再单独打印黄色说明。\n- 保持输出整洁，避免多余前导空格。\n\n## 输出标准\n\n- 中文表达自然，优先清晰准确。\n- 说明部分高亮黄色。\n- 可以直接复制到 `/usr/local/bin/` 之类的位置使用。\n- 如果用户指定了固定命令名，按用户要求命名。\n"}],"isError":false,"timestamp":1781251958629}}
{"type":"message","id":"4a137666","parentId":"47cbbf95","timestamp":"2026-06-12T08:12:38.629Z","message":{"role":"toolResult","toolCallId":"call_56ae","toolName":"bash","content":[{"type":"text","text":"总计 16\ndrwxr-xr-x  3 root root 4096  5月12日 15:00 .\ndrwxr-xr-x 12 root root 4096  6月12日 11:06 ..\ndrwxr-xr-x  2 root root 4096  5月12日 15:00 agents\n-rw-r--r--  1 root root 1972  5月12日 14:54 SKILL.md\n"}],"isError":false,"timestamp":1781251958629}}
{"type":"message","id":"aa729a96","parentId":"4a137666","timestamp":"2026-06-12T08:12:54.696Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"OK, so the existing `command-help-zh-skill` is about creating a bash wrapper script that translates help text to Chinese and highlights descriptions in yellow. This is different from what the user wants - they want a full markdown document guide for a CLI tool.\n\nThe user's skill should:\n1. Take a CLI tool name (e.g., `gh`, `docker`, `kubectl`)\n2. Get version info\n3. Discover all commands and subcommands recursively\n4. Get help for each command\n5. Translate descriptions to Chinese\n6. Output a structured markdown document with:\n   - Title with version\n   - Table of contents\n   - Command count summary\n   - Each command with Chinese description\n\nLet me create the skill. I'll call it `cli-guide-zh-skill`.\n\nThe skill needs a good strategy for discovering commands. The approach I used in this conversation was:\n1. Run `tool --help` to get top-level commands\n2. For each command, run `tool <command> --help` to get subcommands\n3. Repeat recursively\n\nI should also try `tool -h`, `tool help`, `tool help reference` etc.\n\nLet me write a comprehensive SKILL.md and maybe a helper script.\n\nActually, let me think about what the skill should contain:\n\n1. **SKILL.md** - The main skill file with instructions\n2. **scripts/discover_commands.py** - A Python script that automatically discovers all commands and subcommands for any CLI tool\n\nThe Python script would be useful because discovering commands recursively is a repetitive task that benefits from automation.\n\nLet me design this:\n\n### SKILL.md Design:\n- Name: `cli-guide-zh-skill`\n- Description: When user asks to summarize/document a CLI tool into a Chinese markdown guide, including version info, command count, and Chinese descriptions for each command.\n- Workflow:\n  1. Get version info\n  2. Discover all commands recursively\n  3. Get help text for each command\n  4. Translate to Chinese\n  5. Output markdown with TOC, version info, command count, and detailed reference\n\n### Script Design:\nA Python script that:\n- Takes a command name as input\n- Tries `--version`, `-v`, `version` to get version info\n- Tries `--help`, `-h`, `help` to get top-level help\n- Parses help output to extract subcommands\n- Recursively discovers all subcommands\n- Outputs structured JSON with all commands and their help text\n\nThis is a good approach. Let me write it.\n\nActually, I should keep it simpler. The skill should guide the AI to do this manually, since different CLI tools have different help formats. A script that tries to parse arbitrary help output is fragile. Better to have the AI do it iteratively with bash, like what we did in this conversation.\n\nBut I could provide a helper script that does the basic discovery. Let me think...\n\nActually, for maximum reliability, the approach should be:\n1. Use a Python script to recursively discover commands by trying --help on each\n2. Parse the help output heuristically\n3. Output structured data that the AI can then use to create the markdown\n\nThis way the AI doesn't need to manually run dozens of commands.\n\nLet me write both the SKILL.md and a discovery script.\n\nThe script should:\n- Accept a command name\n- Try to get version\n- Try `cmd help`, `cmd --help`, `cmd -h` to find top-level commands\n- For each discovered command, recursively discover subcommands\n- Output JSON with all command paths, help snippets\n\nLet me write this now. I'll make the script robust by handling different help formats.\n\nLet me create the skill directory structure:\n\n```\ncli-guide-zh-skill/\n├── SKILL.md\n└── scripts/\n    └── discover_cmds.py\n```\n\nLet me write these files.","thinkingSignature":"reasoning_content"},{"type":"text","text":"好的，这个需求和现有的 `command-help-zh-skill` 是不同方向——那个是做 Bash 帮助脚本包装，用户要的是**生成完整的 Markdown 命令参考指南**。我来创建这个 skill。"},{"type":"toolCall","id":"call_8fde","name":"bash","arguments":{"command":"mkdir -p /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":675,"output":901,"cacheRead":32032,"cacheWrite":0,"totalTokens":33608,"cost":{"input":0.000945,"output":0.0039644,"cacheRead":0.00832832,"cacheWrite":0,"total":0.01323772}},"stopReason":"toolUse","timestamp":1781251958630,"responseId":"chatcmpl-R9WRSF9YUiTzsgzmyISj55rE","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"a41553e9","parentId":"aa729a96","timestamp":"2026-06-12T08:12:54.714Z","message":{"role":"toolResult","toolCallId":"call_8fde","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1781251974714}}
{"type":"message","id":"69d7378b","parentId":"a41553e9","timestamp":"2026-06-12T08:14:32.814Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_cad9","name":"write","arguments":{"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/SKILL.md","content":"---\nname: cli-guide-zh-skill\ndescription: 将任意命令行工具（CLI tool）的完整命令树总结为中文 Markdown 参考指南。当用户要求把某个 CLI 工具生成文档、总结命令、写成指南、列出所有命令并翻译成中文时使用此技能。触发词包括：总结命令行工具、CLI 命令指南、命令参考文档、把xx工具整理成文档、生成命令手册、命令行工具文档化。\n---\n\n# CLI 工具中文 Markdown 指南生成器\n\n将任意命令行工具的完整命令树发现、翻译并整理为结构化中文 Markdown 参考指南。\n\n## 适用场景\n\n用户说类似以下内容时触发：\n- \"帮我把 gh 命令行工具总结成 markdown 文档\"\n- \"把 docker 的所有命令整理成中文指南\"\n- \"生成 kubectl 命令参考手册\"\n- \"列出 xx 工具有多少个命令\"\n- \"把 xx 的 help 翻译成中文文档\"\n\n## 输出格式\n\n生成的 Markdown 文档结构**必须**遵循以下模板：\n\n```markdown\n# {工具名} 中文参考指南\n\n> 版本：{版本号}（{版本名称/构建信息}）\n> 命令总数：{顶层命令数} | 子命令总数：{所有子命令数} | 合计：{总计}\n\n---\n\n## 目录\n\n- [1. 概述](#1-概述)\n- [2. 顶层命令一览](#2-顶层命令一览)\n- [3. 命令详细参考](#3-命令详细参考)\n  - [3.x {命令名}](#3x-命令名)\n    - [3.x.y {子命令名}](#3xy-子命令名)\n\n---\n\n## 1. 概述\n\n{工具的简短中文介绍，从帮助信息中提取}\n\n## 2. 顶层命令一览\n\n| 命令 | 中文说明 | 子命令数 |\n|------|----------|---------|\n| ... | ... | ... |\n\n## 3. 命令详细参考\n\n### 3.1 `cmd`\n\n{中文说明}\n\n**用法：** `cmd [flags]`\n\n**子命令：** （如有）\n\n| 子命令 | 中文说明 |\n|--------|---------|\n| ... | ... |\n\n**选项：** （如有）\n\n| 选项 | 中文说明 |\n|------|---------|\n| ... | ... |\n```\n\n## 执行流程\n\n### 第一步：获取版本信息\n\n尝试以下命令（按优先级依次尝试，成功即停）：\n\n```bash\n<tool> --version\n<tool> -v\n<tool> version\n```\n\n记录版本号和版本名称/构建信息。\n\n### 第二步：发现完整命令树\n\n**使用辅助脚本自动发现**（推荐）：\n\n```bash\npython3 {SKILL_DIR}/scripts/discover_cmds.py <tool_name>\n```\n\n脚本会递归探索所有命令和子命令，输出 JSON 结构，包含：\n- 每个命令的路径（如 `repo.autolink.create`）\n- 每个命令的帮助文本片段\n- 层级关系\n\n如果脚本无法正常工作（某些工具的帮助格式特殊），则手动递归发现：\n\n1. 运行 `<tool> --help` 或 `<tool> -h` 或 `<tool> help`，获取顶层命令列表\n2. 对每个非叶子命令，运行 `<tool> <subcmd> --help`，获取其子命令\n3. 重复步骤 2，直到所有命令树都被遍历\n4. 对于叶子命令，运行 `--help` 获取其选项和用法\n\n提取方法：从帮助输出中寻找类似 `COMMANDS:`、`Available commands:`、`子命令:` 等段落后紧跟的缩进行，每行第一个词通常就是子命令名。\n\n### 第三步：收集帮助信息\n\n对发现的每个命令（含子命令），收集其帮助文本：\n\n```bash\n<tool> <subpath> --help    # 优先\n<tool> <subpath> -h         # 备选\n<tool> <subpath> help       # 再备选\n```\n\n从帮助文本中提取：\n- 简短描述（翻译为中文）\n- 用法格式\n- 子命令列表及描述\n- 选项/标志列表及描述\n\n### 第四步：翻译与整理\n\n- 将所有英文描述翻译为**自然、简洁的中文**\n- 保留命令名、参数名、选项名为原文（不翻译）\n- 用语保持一致，例如 `list` 始终翻译为\"列表\"或\"列出\"\n- 常见术语翻译参考：\n\n| 英文 | 中文 |\n|------|------|\n| create | 创建 |\n| delete | 删除 |\n| list | 列出 |\n| view | 查看 |\n| edit | 编辑 |\n| update | 更新 |\n| add | 添加 |\n| remove | 移除 / 删除 |\n| set | 设置 |\n| get | 获取 |\n| download | 下载 |\n| upload | 上传 |\n| install | 安装 |\n| search | 搜索 |\n| clone | 克隆 |\n| fork | 派生 |\n| merge | 合并 |\n| push | 推送 |\n| pull | 拉取 |\n| commit | 提交 |\n| branch | 分支 |\n| tag | 标签 |\n| release | 发行 |\n| repository | 仓库 |\n| issue | 议题 / Issue |\n| pull request | 拉取请求 / PR |\n| workflow | 工作流 |\n| cache | 缓存 |\n| secret | 密钥 |\n| variable | 变量 |\n| attestation | 证明 |\n| authenticate | 认证 |\n| configuration | 配置 |\n| extension | 扩展 |\n\n### 第五步：生成 Markdown 文档\n\n按照上面定义的模板格式，组装最终文档：\n\n1. 文档最前面显示版本号和命令统计\n2. 自动生成目录（锚点链接）\n3. 按命令分组组织内容，层级与命令树一致\n4. 每个命令包含：中文说明、用法、子命令表（如有）、选项表（如有）\n5. 保存到用户指定路径，或默认保存到 `/shumengya/docs/<tool>-guide.md`\n\n## 统计规则\n\n- **顶层命令**：帮助中列出的第一级命令\n- **子命令**：所有二级及以下的命令\n- **命令总数** = 顶层命令数 + 所有子命令数\n- 别名（alias）不计入总数，但在文档中标注\n- Help topics（纯帮助主题，非可执行命令）单独列出，不计入命令总数\n\n## 注意事项\n\n- 某些工具的帮助输出可能包含别名（如 `gh co` 是 `pr checkout` 的别名），需要识别并标注\n- 某些工具的子命令可能是嵌套的（如 `gh repo autolink create`），需要递归发现到最深层\n- 如果工具的帮助输出不是标准格式（如彩色输出、表格格式），需要灵活解析\n- 对于 preview/实验性命令，在中文说明中标注\"（预览版）\"或\"（实验性）\"\n- 生成的文档应该让不熟悉该工具的人也能快速查阅\n- 如果命令数量非常多（>100个），考虑按功能分组，而不是单纯按字母顺序\n\n## 术语对照表优先级\n\n1. 如果工具本身有官方中文文档，优先采用其术语翻译\n2. 否则参考上面的常见术语翻译表\n3. 约定俗成的英文术语（如 PR、Issue、PR、Commit、Branch）可不翻译，但首次出现时附中文注释"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":16,"output":1697,"cacheRead":33600,"cacheWrite":0,"totalTokens":35313,"cost":{"input":0.0000224,"output":0.0074668,"cacheRead":0.008736,"cacheWrite":0,"total":0.016225200000000002}},"stopReason":"toolUse","timestamp":1781251974716,"responseId":"chatcmpl-RcY21KAEdAfEHmIsJgJF2e59","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"08dc709a","parentId":"69d7378b","timestamp":"2026-06-12T08:14:32.845Z","message":{"role":"toolResult","toolCallId":"call_cad9","toolName":"write","content":[{"type":"text","text":"Successfully wrote 3251 bytes to /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/SKILL.md"}],"isError":false,"timestamp":1781252072845}}
{"type":"message","id":"e92fe956","parentId":"08dc709a","timestamp":"2026-06-12T08:15:50.729Z","message":{"role":"assistant","content":[{"type":"text","text":"现在编写自动发现命令的辅助脚本："},{"type":"toolCall","id":"call_de12","name":"write","arguments":{"content":"#!/usr/bin/env python3\n\"\"\"\nCLI 命令树自动发现工具\n\n递归探索任意命令行工具的完整命令树，\n输出 JSON 结构供后续生成 Markdown 指南使用。\n\n用法: python3 discover_cmds.py <tool_name> [--max-depth N] [--timeout SECONDS]\n\n输出 JSON 结构:\n{\n  \"tool\": \"gh\",\n  \"version\": \"2.92.0 (2026-04-28)\",\n  \"discovered_at\": \"2026-06-12T10:30:00\",\n  \"stats\": {\n    \"top_level_commands\": 29,\n    \"sub_commands\": 180,\n    \"total\": 209\n  },\n  \"commands\": [\n    {\n      \"path\": \"auth\",\n      \"name\": \"auth\",\n      \"depth\": 1,\n      \"description\": \"Authenticate gh and git with GitHub\",\n      \"has_subcommands\": true,\n      \"subcommands\": [\n        {\n          \"path\": \"auth.login\",\n          \"name\": \"login\",\n          \"depth\": 2,\n          \"description\": \"Log in to a GitHub account\",\n          \"has_subcommands\": false,\n          \"subcommands\": []\n        }\n      ],\n      \"help_text\": \"...\"\n    }\n  ]\n}\n\"\"\"\n\nimport json\nimport subprocess\nimport sys\nimport re\nimport argparse\nfrom datetime import datetime\nfrom typing import Optional\n\n\ndef run_cmd(cmd_parts: list[str], timeout: int = 15) -> Optional[str]:\n    \"\"\"运行命令并返回输出，失败返回 None\"\"\"\n    try:\n        result = subprocess.run(\n            cmd_parts,\n            capture_output=True,\n            text=True,\n            timeout=timeout\n        )\n        output = result.stdout\n        if result.stderr and result.returncode != 0:\n            # 有些工具把帮助输出到 stderr\n            pass\n        # 有些工具 -h 会把帮助写到 stderr\n        if not output.strip() and result.stderr.strip():\n            output = result.stderr\n        return output\n    except (subprocess.TimeoutExpired, FileNotFoundError, OSError):\n        return None\n\n\ndef get_version(tool: str, timeout: int = 10) -> str:\n    \"\"\"尝试获取工具版本\"\"\"\n    for flag in [\"--version\", \"-v\", \"version\"]:\n        output = run_cmd([tool, flag], timeout)\n        if output and output.strip():\n            return output.strip()\n    return \"未知\"\n\n\ndef get_help(tool: str, subpath: list[str], timeout: int = 15) -> Optional[str]:\n    \"\"\"获取某个命令的帮助文本\"\"\"\n    for flag in [\"--help\", \"-h\", \"help\", \"--help-all\"]:\n        parts = [tool] + subpath + [flag]\n        output = run_cmd(parts, timeout)\n        if output and len(output.strip()) > 20:\n            return output\n    return None\n\n\ndef parse_subcommands(help_text: str) -> list[tuple[str, str]]:\n    \"\"\"从帮助文本中解析子命令列表\n    \n    返回 [(命令名, 描述), ...]\n    \"\"\"\n    if not help_text:\n        return []\n    \n    subcommands = []\n    lines = help_text.split('\\n')\n    \n    # 寻找子命令区域\n    # 常见标记: Usage:, Commands:, Available commands:, Subcommands:\n    # 也常见中文: 子命令:, 命令:\n    in_commands_section = False\n    section_pattern = re.compile(\n        r'^(\\s*)(COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n        re.IGNORECASE\n    )\n    \n    # 另一种常见格式: 直接在 Usage 后列出\n    # 还有一种: 缩进 + 命令: 描述\n    cmd_line_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s+(.+)$')\n    # 有些工具用等号或空格对齐: \"  auth          Authenticate gh...\"\n    cmd_aligned_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s{2,}(.+)$')\n    \n    # 跳过标记\n    skip_commands = {\n        'usage', 'flags', 'options', 'inherited', 'examples',\n        'see', 'learn', 'read', 'use', 'global', 'description',\n    }\n    \n    for i, line in enumerate(lines):\n        # 检测子命令区开始\n        if section_pattern.match(line):\n            in_commands_section = True\n            continue\n        \n        # 检测新段落开始（非空行且缩进更少 -> 区域结束）\n        if in_commands_section:\n            if line.strip() == '':\n                # 空行不一定结束，可能只是间隔\n                continue\n            # 如果行首缩进比子命令行少，且不是命令格式 -> 区域结束\n            match = cmd_aligned_pattern.match(line) or cmd_line_pattern.match(line)\n            if match:\n                cmd_name = match.group(1)\n                cmd_desc = match.group(2).strip()\n                # 过滤非命令行\n                if cmd_name.lower() not in skip_commands and len(cmd_name) > 1:\n                    subcommands.append((cmd_name, cmd_desc))\n            elif not line.startswith(' ') and line.strip():\n                # 新的非缩进行 -> 可能是新标题\n                if re.match(r'^[A-Z]', line.strip()):\n                    # 检查是否是另一个命令区标记\n                    header = line.strip().rstrip(':')\n                    if any(kw in header.lower() for kw in ['command', 'subcommand', '子命令', '命令', 'alias']):\n                        in_commands_section = True\n                        continue\n                    else:\n                        in_commands_section = False\n    \n    # 如果上面的方法没找到，尝试另一种格式\n    if not subcommands:\n        # Go/Cobra 格式: \"  cmd    Description\"\n        # 在 \"Available Commands:\" 或类似标记后\n        found_section = False\n        for line in lines:\n            stripped = line.strip()\n            if any(kw in stripped.lower() for kw in ['available command', 'command:', '子命令']):\n                found_section = True\n                continue\n            if found_section:\n                match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n                if match:\n                    cmd_name = match.group(1)\n                    if cmd_name.lower() not in skip_commands:\n                        subcommands.append((cmd_name, match.group(2).strip()))\n                elif stripped and not line.startswith(' '):\n                    break\n    \n    return subcommands\n\n\ndef parse_description(help_text: str, cmd_name: str) -> str:\n    \"\"\"从帮助文本中提取一行简短描述\"\"\"\n    if not help_text:\n        return \"\"\n    \n    lines = help_text.strip().split('\\n')\n    \n    # 尝试多种格式:\n    # 1. 第一行就是描述\n    # 2. Description: 后面的行\n    # 3. 命令名后的描述\n    \n    # 格式1: 看是否有 \"Description:\" 段\n    for i, line in enumerate(lines):\n        if re.match(r'^\\s*Description\\s*:', line, re.IGNORECASE):\n            desc = line.split(':', 1)[1].strip()\n            if desc:\n                return desc\n            # 可能在下一行\n            if i + 1 < len(lines):\n                return lines[i + 1].strip()\n    \n    # 格式2: 第一行非空行\n    for line in lines:\n        stripped = line.strip()\n        if stripped and not stripped.startswith('Usage') and not stripped.startswith('usage'):\n            # 排除工具名本身\n            if not stripped.startswith(cmd_name.split()[0]) or len(stripped) > len(cmd_name.split()[0]) + 50:\n                # 可能是标题行,取较短描述\n                if len(stripped) < 200:\n                    return stripped\n    \n    # 格式3: 在帮助中寻找 \"xxx - description\" 格式\n    for line in lines:\n        match = re.match(r'^[\\w.-]+\\s*[-–—]\\s*(.+)$', line.strip())\n        if match:\n            return match.group(1).strip()\n    \n    return \"\"\n\n\ndef discover_commands(\n    tool: str,\n    subpath: list[str] = None,\n    depth: int = 1,\n    max_depth: int = 5,\n    timeout: int = 15,\n    visited: set = None,\n) -> list[dict]:\n    \"\"\"递归发现命令树\n    \n    Args:\n        tool: 工具名\n        subpath: 当前子路径 (如 [\"repo\", \"autolink\"])\n        depth: 当前深度\n        max_depth: 最大递归深度\n        timeout: 命令超时秒数\n        visited: 已访问的命令路径集合，防止循环\n    \n    Returns:\n        命令树列表\n    \"\"\"\n    if subpath is None:\n        subpath = []\n    if visited is None:\n        visited = set()\n    \n    if depth > max_depth:\n        return []\n    \n    help_text = get_help(tool, subpath, timeout)\n    if not help_text:\n        return []\n    \n    # 获取子命令列表\n    raw_subcmds = parse_subcommands(help_text)\n    \n    # 构建当前层命令信息\n    current_name = subpath[-1] if subpath else tool\n    current_path = '.'.join(subpath) if subpath else ''\n    path_key = current_path or '__top__'\n    \n    # 过滤掉已经是完整路径的条目（某些工具如 git 会显示完整路径）\n    filtered_subcmds = []\n    for name, desc in raw_subcmds:\n        # 跳过纯粹的帮助主题关键词\n        if name.lower() in skip_names:\n            continue\n        # 跳过过长的名字（可能是描述的一部分）\n        if len(name) > 30:\n            continue\n        filtered_subcmds.append((name, desc))\n    \n    # 构建结果\n    results = []\n    for name, desc in filtered_subcmds:\n        full_path = subpath + [name]\n        path_str = '.'.join(full_path)\n        \n        # 防止循环\n        if path_str in visited:\n            continue\n        visited.add(path_str)\n        \n        # 递归获取子命令\n        sub_subcmds = discover_commands(\n            tool, full_path, depth + 1, max_depth, timeout, visited\n        )\n        \n        # 获取该子命令的详细帮助\n        sub_help = get_help(tool, full_path, timeout)\n        sub_desc = desc or parse_description(sub_help, name)\n        has_subcmds = len(sub_subcmds) > 0\n        \n        results.append({\n            'path': path_str,\n            'name': name,\n            'depth': depth,\n            'description': sub_desc,\n            'has_subcommands': has_subcmds,\n            'subcommands': sub_subcmds if has_subcmds else [],\n            'help_text': sub_help[:2000] if sub_help else '',\n        })\n    \n    return results\n\n\n# 需要跳过的常见非命令名称\nskip_names = {\n    'usage', 'flags', 'options', 'inherited', 'global',\n    'examples', 'see', 'learn', 'read', 'use', 'description',\n    'arguments', 'args', 'environment', 'reporting',\n}\n\n\ndef count_commands(commands: list[dict]) -> tuple[int, int]:\n    \"\"\"统计命令数\n    \n    Returns:\n        (顶层命令数, 子命令总数)\n    \"\"\"\n    top_level = len(commands)\n    sub_count = 0\n    \n    def count_recursive(cmds: list[dict]):\n        nonlocal sub_count\n        for cmd in cmds:\n            sub_count += len(cmd.get('subcommands', []))\n            count_recursive(cmd.get('subcommands', []))\n    \n    count_recursive(commands)\n    return top_level, sub_count\n\n\ndef main():\n    parser = argparse.ArgumentParser(description='CLI 命令树自动发现工具')\n    parser.add_argument('tool', help='命令行工具名称 (如 gh, docker, kubectl)')\n    parser.add_argument('--max-depth', type=int, default=4, help='最大递归深度 (默认: 4)')\n    parser.add_argument('--timeout', type=int, default=15, help='命令超时秒数 (默认: 15)')\n    parser.add_argument('--output', '-o', help='输出文件路径 (默认: stdout)')\n    \n    args = parser.parse_args()\n    \n    tool = args.tool\n    \n    # 1. 获取版本\n    version = get_version(tool, args.timeout)\n    \n    # 2. 发现命令树\n    commands = discover_commands(\n        tool,\n        max_depth=args.max_depth,\n        timeout=args.timeout,\n    )\n    \n    # 3. 统计\n    top_level, sub_count = count_commands(commands)\n    \n    # 4. 构建输出\n    output = {\n        'tool': tool,\n        'version': version,\n        'discovered_at': datetime.now().isoformat(),\n        'stats': {\n            'top_level_commands': top_level,\n            'sub_commands': sub_count,\n            'total': top_level + sub_count,\n        },\n        'commands': commands,\n    }\n    \n    json_str = json.dumps(output, ensure_ascii=False, indent=2)\n    \n    if args.output:\n        with open(args.output, 'w', encoding='utf-8') as f:\n            f.write(json_str)\n        print(f\"已保存到 {args.output}\")\n        print(f\"工具: {tool}\")\n        print(f\"版本: {version}\")\n        print(f\"顶层命令: {top_level}\")\n        print(f\"子命令: {sub_count}\")\n        print(f\"合计: {top_level + sub_count}\")\n    else:\n        print(json_str)\n\n\nif __name__ == '__main__':\n    main()","path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":58,"output":2993,"cacheRead":35296,"cacheWrite":0,"totalTokens":38347,"cost":{"input":0.0000812,"output":0.0131692,"cacheRead":0.00917696,"cacheWrite":0,"total":0.02242736}},"stopReason":"toolUse","timestamp":1781252072846,"responseId":"chatcmpl-Rt2b1wQiWXE344n3srut8ymi","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"68b37f43","parentId":"e92fe956","timestamp":"2026-06-12T08:15:50.744Z","message":{"role":"toolResult","toolCallId":"call_de12","toolName":"write","content":[{"type":"text","text":"Successfully wrote 10724 bytes to /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}],"isError":false,"timestamp":1781252150744}}
{"type":"message","id":"45cffad1","parentId":"68b37f43","timestamp":"2026-06-12T08:15:55.862Z","message":{"role":"assistant","content":[{"type":"text","text":"先用刚才统计过的 `gh` 来验证脚本效果："},{"type":"toolCall","id":"call_d431","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 3 --timeout 10 2>&1 | head -80"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":85,"output":72,"cacheRead":38304,"cacheWrite":0,"totalTokens":38461,"cost":{"input":0.00011899999999999999,"output":0.0003168,"cacheRead":0.00995904,"cacheWrite":0,"total":0.01039484}},"stopReason":"toolUse","timestamp":1781252150745,"responseId":"chatcmpl-RKlCPpmZEIY7QgS2ppk7bgiI","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"70985ad2","parentId":"45cffad1","timestamp":"2026-06-12T08:15:55.992Z","message":{"role":"toolResult","toolCallId":"call_d431","toolName":"bash","content":[{"type":"text","text":"{\n  \"tool\": \"gh\",\n  \"version\": \"gh version 2.92.0 (2026-04-28)\\nhttps://github.com/cli/cli/releases/tag/v2.92.0\",\n  \"discovered_at\": \"2026-06-12T16:15:55.982238\",\n  \"stats\": {\n    \"top_level_commands\": 0,\n    \"sub_commands\": 0,\n    \"total\": 0\n  },\n  \"commands\": []\n}\n"}],"isError":false,"timestamp":1781252155992}}
{"type":"message","id":"266de00e","parentId":"70985ad2","timestamp":"2026-06-12T08:16:10.593Z","message":{"role":"assistant","content":[{"type":"text","text":"脚本解析没成功，因为 `gh --help` 的格式比较特殊。让我调试一下："},{"type":"toolCall","id":"call_bb6b","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport discover_cmds as dc\n\n# 测试获取帮助文本\nhelp_text = dc.get_help('gh', [])\nprint('=== RAW HELP (first 1500 chars) ===')\nprint(repr(help_text[:1500]) if help_text else 'None')\n\n# 测试解析子命令\nif help_text:\n    subcmds = dc.parse_subcommands(help_text)\n    print()\n    print('=== PARSED SUBCOMMANDS ===')\n    for name, desc in subcmds:\n        print(f'  {name}: {desc}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":38541,"output":172,"cacheRead":32,"cacheWrite":0,"totalTokens":38745,"cost":{"input":0.053957399999999996,"output":0.0007568000000000001,"cacheRead":0.00000832,"cacheWrite":0,"total":0.05472252}},"stopReason":"toolUse","timestamp":1781252155993,"responseId":"chatcmpl-Rxae4DcZwi44ZErSPBWgzkbG","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"aa7ed0b2","parentId":"266de00e","timestamp":"2026-06-12T08:16:10.675Z","message":{"role":"toolResult","toolCallId":"call_bb6b","toolName":"bash","content":[{"type":"text","text":"=== RAW HELP (first 1500 chars) ===\n'Work seamlessly with GitHub from the command line.\\n\\nUSAGE\\n  gh <command> <subcommand> [flags]\\n\\nCORE COMMANDS\\n  auth:          Authenticate gh and git with GitHub\\n  browse:        Open repositories, issues, pull requests, and more in the browser\\n  codespace:     Connect to and manage codespaces\\n  gist:          Manage gists\\n  issue:         Manage issues\\n  org:           Manage organizations\\n  pr:            Manage pull requests\\n  project:       Work with GitHub Projects.\\n  release:       Manage releases\\n  repo:          Manage repositories\\n  skill:         Install and manage agent skills (preview)\\n\\nGITHUB ACTIONS COMMANDS\\n  cache:         Manage GitHub Actions caches\\n  run:           View details about workflow runs\\n  workflow:      View details about GitHub Actions workflows\\n\\nALIAS COMMANDS\\n  co:            Alias for \"pr checkout\"\\n\\nADDITIONAL COMMANDS\\n  agent-task:    Work with agent tasks (preview)\\n  alias:         Create command shortcuts\\n  api:           Make an authenticated GitHub API request\\n  attestation:   Work with artifact attestations\\n  completion:    Generate shell completion scripts\\n  config:        Manage configuration for gh\\n  copilot:       Run the GitHub Copilot CLI (preview)\\n  extension:     Manage gh extensions\\n  gpg-key:       Manage GPG keys\\n  label:         Manage labels\\n  licenses:      View third-party license information\\n  preview:       Execute previews for gh features\\n  ruleset:       View info about repo rulesets\\n  search:        Search for reposi'\n\n=== PARSED SUBCOMMANDS ===\n"}],"isError":false,"timestamp":1781252170675}}
{"type":"message","id":"32522d03","parentId":"aa7ed0b2","timestamp":"2026-06-12T08:16:16.257Z","message":{"role":"assistant","content":[{"type":"text","text":"解析没有成功，因为 `gh --help` 的格式比较特殊（`cmd:  description` 格式，用冒号分隔而非标准格式）。需要改进解析逻辑："},{"type":"toolCall","id":"call_7695","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\n# 测试 gh 帮助文本的格式\nimport subprocess\nresult = subprocess.run(['gh', '--help'], capture_output=True, text=True)\nlines = result.stdout.split('\\n')\n# 看看命令行的格式\nfor line in lines:\n    if line.strip() and not line.strip().startswith('Work') and not line.strip().startswith('USAGE') and ':' in line:\n        print(repr(line))\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":682,"output":168,"cacheRead":38432,"cacheWrite":0,"totalTokens":39282,"cost":{"input":0.0009548,"output":0.0007392000000000001,"cacheRead":0.00999232,"cacheWrite":0,"total":0.01168632}},"stopReason":"toolUse","timestamp":1781252170675,"responseId":"chatcmpl-R72eVOWPefERQ2UHC1AjVeUs","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"606d8614","parentId":"32522d03","timestamp":"2026-06-12T08:16:16.321Z","message":{"role":"toolResult","toolCallId":"call_7695","toolName":"bash","content":[{"type":"text","text":"'  auth:          Authenticate gh and git with GitHub'\n'  browse:        Open repositories, issues, pull requests, and more in the browser'\n'  codespace:     Connect to and manage codespaces'\n'  gist:          Manage gists'\n'  issue:         Manage issues'\n'  org:           Manage organizations'\n'  pr:            Manage pull requests'\n'  project:       Work with GitHub Projects.'\n'  release:       Manage releases'\n'  repo:          Manage repositories'\n'  skill:         Install and manage agent skills (preview)'\n'  cache:         Manage GitHub Actions caches'\n'  run:           View details about workflow runs'\n'  workflow:      View details about GitHub Actions workflows'\n'  co:            Alias for \"pr checkout\"'\n'  agent-task:    Work with agent tasks (preview)'\n'  alias:         Create command shortcuts'\n'  api:           Make an authenticated GitHub API request'\n'  attestation:   Work with artifact attestations'\n'  completion:    Generate shell completion scripts'\n'  config:        Manage configuration for gh'\n'  copilot:       Run the GitHub Copilot CLI (preview)'\n'  extension:     Manage gh extensions'\n'  gpg-key:       Manage GPG keys'\n'  label:         Manage labels'\n'  licenses:      View third-party license information'\n'  preview:       Execute previews for gh features'\n'  ruleset:       View info about repo rulesets'\n'  search:        Search for repositories, issues, and pull requests'\n'  secret:        Manage GitHub secrets'\n'  ssh-key:       Manage SSH keys'\n'  status:        Print information about relevant issues, pull requests, and notifications across repositories'\n'  variable:      Manage GitHub Actions variables'\n\"  accessibility: Learn about GitHub CLI's accessibility experiences\"\n'  actions:       Learn about working with GitHub Actions'\n'  environment:   Environment variables that can be used with gh'\n'  exit-codes:    Exit codes used by gh'\n'  formatting:    Formatting options for JSON data exported from gh'\n'  mintty:        Information about using gh with MinTTY'\n'  reference:     A comprehensive reference of all gh commands'\n'  telemetry:     Information about telemetry in gh'\n'  Read the manual at https://cli.github.com/manual'\n"}],"isError":false,"timestamp":1781252176321}}
{"type":"message","id":"e8a4e730","parentId":"606d8614","timestamp":"2026-06-12T08:17:43.344Z","message":{"role":"assistant","content":[{"type":"text","text":"我看到了——gh 的格式是 `  command:     Description`，命令名后面紧跟冒号。这是一个常见的 Cobra/Go CLI 格式。需要修改解析逻辑来支持这种格式："},{"type":"toolCall","id":"call_1852","name":"edit","arguments":{"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py","edits":[{"oldText":"def parse_subcommands(help_text: str) -> list[tuple[str, str]]:\n    \"\"\"从帮助文本中解析子命令列表\n    \n    返回 [(命令名, 描述), ...]\n    \"\"\"\n    if not help_text:\n        return []\n    \n    subcommands = []\n    lines = help_text.split('\\n')\n    \n    # 寻找子命令区域\n    # 常见标记: Usage:, Commands:, Available commands:, Subcommands:\n    # 也常见中文: 子命令:, 命令:\n    in_commands_section = False\n    section_pattern = re.compile(\n        r'^(\\s*)(COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n        re.IGNORECASE\n    )\n    \n    # 另一种常见格式: 直接在 Usage 后列出\n    # 还有一种: 缩进 + 命令: 描述\n    cmd_line_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s+(.+)$')\n    # 有些工具用等号或空格对齐: \"  auth          Authenticate gh...\"\n    cmd_aligned_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s{2,}(.+)$')\n    \n    # 跳过标记\n    skip_commands = {\n        'usage', 'flags', 'options', 'inherited', 'examples',\n        'see', 'learn', 'read', 'use', 'global', 'description',\n    }\n    \n    for i, line in enumerate(lines):\n        # 检测子命令区开始\n        if section_pattern.match(line):\n            in_commands_section = True\n            continue\n        \n        # 检测新段落开始（非空行且缩进更少 -> 区域结束）\n        if in_commands_section:\n            if line.strip() == '':\n                # 空行不一定结束，可能只是间隔\n                continue\n            # 如果行首缩进比子命令行少，且不是命令格式 -> 区域结束\n            match = cmd_aligned_pattern.match(line) or cmd_line_pattern.match(line)\n            if match:\n                cmd_name = match.group(1)\n                cmd_desc = match.group(2).strip()\n                # 过滤非命令行\n                if cmd_name.lower() not in skip_commands and len(cmd_name) > 1:\n                    subcommands.append((cmd_name, cmd_desc))\n            elif not line.startswith(' ') and line.strip():\n                # 新的非缩进行 -> 可能是新标题\n                if re.match(r'^[A-Z]', line.strip()):\n                    # 检查是否是另一个命令区标记\n                    header = line.strip().rstrip(':')\n                    if any(kw in header.lower() for kw in ['command', 'subcommand', '子命令', '命令', 'alias']):\n                        in_commands_section = True\n                        continue\n                    else:\n                        in_commands_section = False\n    \n    # 如果上面的方法没找到，尝试另一种格式\n    if not subcommands:\n        # Go/Cobra 格式: \"  cmd    Description\"\n        # 在 \"Available Commands:\" 或类似标记后\n        found_section = False\n        for line in lines:\n            stripped = line.strip()\n            if any(kw in stripped.lower() for kw in ['available command', 'command:', '子命令']):\n                found_section = True\n                continue\n            if found_section:\n                match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n                if match:\n                    cmd_name = match.group(1)\n                    if cmd_name.lower() not in skip_commands:\n                        subcommands.append((cmd_name, match.group(2).strip()))\n                elif stripped and not line.startswith(' '):\n                    break\n    \n    return subcommands","newText":"def parse_subcommands(help_text: str) -> list[tuple[str, str]]:\n    \"\"\"从帮助文本中解析子命令列表\n    \n    返回 [(命令名, 描述), ...]\n    \n    支持以下格式:\n    1. Cobra/Go 格式: \"  command:     Description\"\n    2. Rust/Clap 格式: \"  command     Description\"\n    3. 标准格式: Commands: 区域下的缩进行\n    4. Python 格式: 空格对齐的子命令列表\n    \"\"\"\n    if not help_text:\n        return []\n    \n    subcommands = []\n    lines = help_text.split('\\n')\n    \n    # 跳过标记\n    skip_commands = {\n        'usage', 'flags', 'options', 'inherited', 'examples',\n        'see', 'learn', 'read', 'use', 'global', 'description',\n        'arguments', 'args', 'environment', 'reporting',\n    }\n    \n    # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n    # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n    # 命令名后紧跟冒号，然后是空格和对齐的描述\n    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    for line in lines:\n        m = cobra_pattern.match(line)\n        if m:\n            name = m.group(1)\n            desc = m.group(2).strip()\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches\n    \n    # ===== 策略 2: 带分区的帮助格式 =====\n    # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n    # 在分区标记后提取缩进的命令行\n    section_headers = re.compile(\n        r'(?:COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n        re.IGNORECASE\n    )\n    \n    in_section = False\n    current_section_indent = 0\n    for line in lines:\n        # 检测分区开始\n        if section_headers.search(line):\n            in_section = True\n            continue\n        \n        if not in_section:\n            continue\n        \n        stripped = line.strip()\n        \n        # 空行跳过\n        if not stripped:\n            continue\n        \n        # 检测分区结束: 非空行且没有缩进(以大写字母开头可能是新section)\n        # 或者是 FLAGS/OPTIONS 等其他分区\n        end_markers = {'USAGE', 'FLAGS', 'OPTIONS', 'GLOBAL', 'EXAMPLES', \n                       'DESCRIPTION', 'INHERITED', 'SEE ALSO', 'LEARN MORE'}\n        if stripped.isupper() and stripped.rstrip(':') in end_markers:\n            break\n        \n        # 尝试匹配命令行: \"  command_name   Description\"\n        # 或 \"  command_name\\tDescription\"\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n        if match:\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands:\n                subcommands.append((name, desc))\n            continue\n        \n        # 单词命令行 (只有一个词 + 空格 + 描述)\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s+(.+)$', line)\n        if match and match.group(3).strip():\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands and len(name) > 1:\n                subcommands.append((name, desc))\n    \n    if subcommands:\n        return subcommands\n    \n    # ===== 策略 3: Rust/Clap 格式 =====\n    # \"  command     Description...\" 在 \"Commands:\" 标记后\n    found_section = False\n    for line in lines:\n        stripped = line.strip()\n        if any(kw in stripped.lower() for kw in ['command', 'subcommand', '子命令']):\n            found_section = True\n            continue\n        if found_section:\n            match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n            if match:\n                cmd_name = match.group(1)\n                if cmd_name.lower() not in skip_commands and len(cmd_name) <= 30:\n                    subcommands.append((cmd_name, match.group(2).strip()))\n            elif stripped and not line.startswith(' '):\n                break\n    \n    return subcommands"},{"oldText":"    # 过滤掉已经是完整路径的条目（某些工具如 git 会显示完整路径）\n    filtered_subcmds = []\n    for name, desc in raw_subcmds:\n        # 跳过纯粹的帮助主题关键词\n        if name.lower() in skip_names:\n            continue\n        # 跳过过长的名字（可能是描述的一部分）\n        if len(name) > 30:\n            continue\n        filtered_subcmds.append((name, desc))","newText":"    # 过滤掉不合适的条目\n    filtered_subcmds = []\n    for name, desc in raw_subcmds:\n        # 跳过纯粹的帮助主题关键词\n        if name.lower() in skip_names:\n            continue\n        # 跳过过长的名字（可能是描述的一部分）\n        if len(name) > 30:\n            continue\n        # 跳过帮助主题（纯小写的长词组，如 accessibility, formatting）\n        if len(name) > 15 and name.isalpha() and name.islower():\n            # 可能是帮助主题而非命令\n            pass  # 仍然保留，让用户决定\n        filtered_subcmds.append((name, desc))"}]}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":508,"output":2476,"cacheRead":39264,"cacheWrite":0,"totalTokens":42248,"cost":{"input":0.0007111999999999999,"output":0.0108944,"cacheRead":0.01020864,"cacheWrite":0,"total":0.02181424}},"stopReason":"toolUse","timestamp":1781252176322,"responseId":"chatcmpl-Ri9mPGNoLAr3ym2QgaYumcNg","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"5d992ff9","parentId":"e8a4e730","timestamp":"2026-06-12T08:17:43.414Z","message":{"role":"toolResult","toolCallId":"call_1852","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 2 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n  92 def parse_subcommands(help_text: str) -> list[tuple[str, str]]:\n  93     \"\"\"从帮助文本中解析子命令列表\n  94     \n  95     返回 [(命令名, 描述), ...]\n+ 96     \n+ 97     支持以下格式:\n+ 98     1. Cobra/Go 格式: \"  command:     Description\"\n+ 99     2. Rust/Clap 格式: \"  command     Description\"\n+100     3. 标准格式: Commands: 区域下的缩进行\n+101     4. Python 格式: 空格对齐的子命令列表\n  96     \"\"\"\n  97     if not help_text:\n  98         return []\n  99     \n 100     subcommands = []\n 101     lines = help_text.split('\\n')\n 102     \n-103     # 寻找子命令区域\n-104     # 常见标记: Usage:, Commands:, Available commands:, Subcommands:\n-105     # 也常见中文: 子命令:, 命令:\n-106     in_commands_section = False\n-107     section_pattern = re.compile(\n-108         r'^(\\s*)(COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n-109         re.IGNORECASE\n-110     )\n-111     \n-112     # 另一种常见格式: 直接在 Usage 后列出\n-113     # 还有一种: 缩进 + 命令: 描述\n-114     cmd_line_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s+(.+)$')\n-115     # 有些工具用等号或空格对齐: \"  auth          Authenticate gh...\"\n-116     cmd_aligned_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s{2,}(.+)$')\n-117     \n 118     # 跳过标记\n 119     skip_commands = {\n 120         'usage', 'flags', 'options', 'inherited', 'examples',\n 121         'see', 'learn', 'read', 'use', 'global', 'description',\n+113         'arguments', 'args', 'environment', 'reporting',\n 122     }\n 123     \n-124     for i, line in enumerate(lines):\n-125         # 检测子命令区开始\n-126         if section_pattern.match(line):\n-127             in_commands_section = True\n+116     # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n+117     # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n+118     # 命令名后紧跟冒号，然后是空格和对齐的描述\n+119     cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n+120     cobra_matches = []\n+121     for line in lines:\n+122         m = cobra_pattern.match(line)\n+123         if m:\n+124             name = m.group(1)\n+125             desc = m.group(2).strip()\n+126             if name.lower() not in skip_commands and len(name) > 1 and desc:\n+127                 cobra_matches.append((name, desc))\n+128     # 如果找到足够数量的 cobra 格式命令，直接使用\n+129     if len(cobra_matches) >= 2:\n+130         return cobra_matches\n+131     \n+132     # ===== 策略 2: 带分区的帮助格式 =====\n+133     # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n+134     # 在分区标记后提取缩进的命令行\n+135     section_headers = re.compile(\n+136         r'(?:COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n+137         re.IGNORECASE\n+138     )\n+139     \n+140     in_section = False\n+141     current_section_indent = 0\n+142     for line in lines:\n+143         # 检测分区开始\n+144         if section_headers.search(line):\n+145             in_section = True\n 128             continue\n 129         \n-130         # 检测新段落开始（非空行且缩进更少 -> 区域结束）\n-131         if in_commands_section:\n-132             if line.strip() == '':\n-133                 # 空行不一定结束，可能只是间隔\n-134                 continue\n-135             # 如果行首缩进比子命令行少，且不是命令格式 -> 区域结束\n-136             match = cmd_aligned_pattern.match(line) or cmd_line_pattern.match(line)\n+148         if not in_section:\n+149             continue\n+150         \n+151         stripped = line.strip()\n+152         \n+153         # 空行跳过\n+154         if not stripped:\n+155             continue\n+156         \n+157         # 检测分区结束: 非空行且没有缩进(以大写字母开头可能是新section)\n+158         # 或者是 FLAGS/OPTIONS 等其他分区\n+159         end_markers = {'USAGE', 'FLAGS', 'OPTIONS', 'GLOBAL', 'EXAMPLES', \n+160                        'DESCRIPTION', 'INHERITED', 'SEE ALSO', 'LEARN MORE'}\n+161         if stripped.isupper() and stripped.rstrip(':') in end_markers:\n+162             break\n+163         \n+164         # 尝试匹配命令行: \"  command_name   Description\"\n+165         # 或 \"  command_name\\tDescription\"\n+166         match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n+167         if match:\n+168             name = match.group(2)\n+169             desc = match.group(3).strip()\n+170             if name.lower() not in skip_commands:\n+171                 subcommands.append((name, desc))\n+172             continue\n+173         \n+174         # 单词命令行 (只有一个词 + 空格 + 描述)\n+175         match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s+(.+)$', line)\n+176         if match and match.group(3).strip():\n+177             name = match.group(2)\n+178             desc = match.group(3).strip()\n+179             if name.lower() not in skip_commands and len(name) > 1:\n+180                 subcommands.append((name, desc))\n+181     \n+182     if subcommands:\n+183         return subcommands\n+184     \n+185     # ===== 策略 3: Rust/Clap 格式 =====\n+186     # \"  command     Description...\" 在 \"Commands:\" 标记后\n+187     found_section = False\n+188     for line in lines:\n+189         stripped = line.strip()\n+190         if any(kw in stripped.lower() for kw in ['command', 'subcommand', '子命令']):\n+191             found_section = True\n+192             continue\n+193         if found_section:\n+194             match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n 137             if match:\n 138                 cmd_name = match.group(1)\n-139                 cmd_desc = match.group(2).strip()\n-140                 # 过滤非命令行\n-141                 if cmd_name.lower() not in skip_commands and len(cmd_name) > 1:\n-142                     subcommands.append((cmd_name, cmd_desc))\n-143             elif not line.startswith(' ') and line.strip():\n-144                 # 新的非缩进行 -> 可能是新标题\n-145                 if re.match(r'^[A-Z]', line.strip()):\n-146                     # 检查是否是另一个命令区标记\n-147                     header = line.strip().rstrip(':')\n-148                     if any(kw in header.lower() for kw in ['command', 'subcommand', '子命令', '命令', 'alias']):\n-149                         in_commands_section = True\n-150                         continue\n-151                     else:\n-152                         in_commands_section = False\n+197                 if cmd_name.lower() not in skip_commands and len(cmd_name) <= 30:\n+198                     subcommands.append((cmd_name, match.group(2).strip()))\n+199             elif stripped and not line.startswith(' '):\n+200                 break\n 153     \n-154     # 如果上面的方法没找到，尝试另一种格式\n-155     if not subcommands:\n-156         # Go/Cobra 格式: \"  cmd    Description\"\n-157         # 在 \"Available Commands:\" 或类似标记后\n-158         found_section = False\n-159         for line in lines:\n-160             stripped = line.strip()\n-161             if any(kw in stripped.lower() for kw in ['available command', 'command:', '子命令']):\n-162                 found_section = True\n-163                 continue\n-164             if found_section:\n-165                 match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n-166                 if match:\n-167                     cmd_name = match.group(1)\n-168                     if cmd_name.lower() not in skip_commands:\n-169                         subcommands.append((cmd_name, match.group(2).strip()))\n-170                 elif stripped and not line.startswith(' '):\n-171                     break\n-172     \n 173     return subcommands\n 174 \n 175 \n 176 def parse_description(help_text: str, cmd_name: str) -> str:\n     ...\n 254     current_name = subpath[-1] if subpath else tool\n 255     current_path = '.'.join(subpath) if subpath else ''\n 256     path_key = current_path or '__top__'\n 257     \n-258     # 过滤掉已经是完整路径的条目（某些工具如 git 会显示完整路径）\n+287     # 过滤掉不合适的条目\n 259     filtered_subcmds = []\n 260     for name, desc in raw_subcmds:\n 261         # 跳过纯粹的帮助主题关键词\n 262         if name.lower() in skip_names:\n 263             continue\n 264         # 跳过过长的名字（可能是描述的一部分）\n 265         if len(name) > 30:\n 266             continue\n+296         # 跳过帮助主题（纯小写的长词组，如 accessibility, formatting）\n+297         if len(name) > 15 and name.isalpha() and name.islower():\n+298             # 可能是帮助主题而非命令\n+299             pass  # 仍然保留，让用户决定\n 267         filtered_subcmds.append((name, desc))\n 268     \n 269     # 构建结果\n 270     results = []\n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -92,85 +92,114 @@\n def parse_subcommands(help_text: str) -> list[tuple[str, str]]:\n     \"\"\"从帮助文本中解析子命令列表\n     \n     返回 [(命令名, 描述), ...]\n+    \n+    支持以下格式:\n+    1. Cobra/Go 格式: \"  command:     Description\"\n+    2. Rust/Clap 格式: \"  command     Description\"\n+    3. 标准格式: Commands: 区域下的缩进行\n+    4. Python 格式: 空格对齐的子命令列表\n     \"\"\"\n     if not help_text:\n         return []\n     \n     subcommands = []\n     lines = help_text.split('\\n')\n     \n-    # 寻找子命令区域\n-    # 常见标记: Usage:, Commands:, Available commands:, Subcommands:\n-    # 也常见中文: 子命令:, 命令:\n-    in_commands_section = False\n-    section_pattern = re.compile(\n-        r'^(\\s*)(COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n-        re.IGNORECASE\n-    )\n-    \n-    # 另一种常见格式: 直接在 Usage 后列出\n-    # 还有一种: 缩进 + 命令: 描述\n-    cmd_line_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s+(.+)$')\n-    # 有些工具用等号或空格对齐: \"  auth          Authenticate gh...\"\n-    cmd_aligned_pattern = re.compile(r'^\\s{1,8}(\\w[\\w-]*)\\s{2,}(.+)$')\n-    \n     # 跳过标记\n     skip_commands = {\n         'usage', 'flags', 'options', 'inherited', 'examples',\n         'see', 'learn', 'read', 'use', 'global', 'description',\n+        'arguments', 'args', 'environment', 'reporting',\n     }\n     \n-    for i, line in enumerate(lines):\n-        # 检测子命令区开始\n-        if section_pattern.match(line):\n-            in_commands_section = True\n+    # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n+    # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n+    # 命令名后紧跟冒号，然后是空格和对齐的描述\n+    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n+    cobra_matches = []\n+    for line in lines:\n+        m = cobra_pattern.match(line)\n+        if m:\n+            name = m.group(1)\n+            desc = m.group(2).strip()\n+            if name.lower() not in skip_commands and len(name) > 1 and desc:\n+                cobra_matches.append((name, desc))\n+    # 如果找到足够数量的 cobra 格式命令，直接使用\n+    if len(cobra_matches) >= 2:\n+        return cobra_matches\n+    \n+    # ===== 策略 2: 带分区的帮助格式 =====\n+    # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n+    # 在分区标记后提取缩进的命令行\n+    section_headers = re.compile(\n+        r'(?:COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n+        re.IGNORECASE\n+    )\n+    \n+    in_section = False\n+    current_section_indent = 0\n+    for line in lines:\n+        # 检测分区开始\n+        if section_headers.search(line):\n+            in_section = True\n             continue\n         \n-        # 检测新段落开始（非空行且缩进更少 -> 区域结束）\n-        if in_commands_section:\n-            if line.strip() == '':\n-                # 空行不一定结束，可能只是间隔\n-                continue\n-            # 如果行首缩进比子命令行少，且不是命令格式 -> 区域结束\n-            match = cmd_aligned_pattern.match(line) or cmd_line_pattern.match(line)\n+        if not in_section:\n+            continue\n+        \n+        stripped = line.strip()\n+        \n+        # 空行跳过\n+        if not stripped:\n+            continue\n+        \n+        # 检测分区结束: 非空行且没有缩进(以大写字母开头可能是新section)\n+        # 或者是 FLAGS/OPTIONS 等其他分区\n+        end_markers = {'USAGE', 'FLAGS', 'OPTIONS', 'GLOBAL', 'EXAMPLES', \n+                       'DESCRIPTION', 'INHERITED', 'SEE ALSO', 'LEARN MORE'}\n+        if stripped.isupper() and stripped.rstrip(':') in end_markers:\n+            break\n+        \n+        # 尝试匹配命令行: \"  command_name   Description\"\n+        # 或 \"  command_name\\tDescription\"\n+        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n+        if match:\n+            name = match.group(2)\n+            desc = match.group(3).strip()\n+            if name.lower() not in skip_commands:\n+                subcommands.append((name, desc))\n+            continue\n+        \n+        # 单词命令行 (只有一个词 + 空格 + 描述)\n+        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s+(.+)$', line)\n+        if match and match.group(3).strip():\n+            name = match.group(2)\n+            desc = match.group(3).strip()\n+            if name.lower() not in skip_commands and len(name) > 1:\n+                subcommands.append((name, desc))\n+    \n+    if subcommands:\n+        return subcommands\n+    \n+    # ===== 策略 3: Rust/Clap 格式 =====\n+    # \"  command     Description...\" 在 \"Commands:\" 标记后\n+    found_section = False\n+    for line in lines:\n+        stripped = line.strip()\n+        if any(kw in stripped.lower() for kw in ['command', 'subcommand', '子命令']):\n+            found_section = True\n+            continue\n+        if found_section:\n+            match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n             if match:\n                 cmd_name = match.group(1)\n-                cmd_desc = match.group(2).strip()\n-                # 过滤非命令行\n-                if cmd_name.lower() not in skip_commands and len(cmd_name) > 1:\n-                    subcommands.append((cmd_name, cmd_desc))\n-            elif not line.startswith(' ') and line.strip():\n-                # 新的非缩进行 -> 可能是新标题\n-                if re.match(r'^[A-Z]', line.strip()):\n-                    # 检查是否是另一个命令区标记\n-                    header = line.strip().rstrip(':')\n-                    if any(kw in header.lower() for kw in ['command', 'subcommand', '子命令', '命令', 'alias']):\n-                        in_commands_section = True\n-                        continue\n-                    else:\n-                        in_commands_section = False\n+                if cmd_name.lower() not in skip_commands and len(cmd_name) <= 30:\n+                    subcommands.append((cmd_name, match.group(2).strip()))\n+            elif stripped and not line.startswith(' '):\n+                break\n     \n-    # 如果上面的方法没找到，尝试另一种格式\n-    if not subcommands:\n-        # Go/Cobra 格式: \"  cmd    Description\"\n-        # 在 \"Available Commands:\" 或类似标记后\n-        found_section = False\n-        for line in lines:\n-            stripped = line.strip()\n-            if any(kw in stripped.lower() for kw in ['available command', 'command:', '子命令']):\n-                found_section = True\n-                continue\n-            if found_section:\n-                match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n-                if match:\n-                    cmd_name = match.group(1)\n-                    if cmd_name.lower() not in skip_commands:\n-                        subcommands.append((cmd_name, match.group(2).strip()))\n-                elif stripped and not line.startswith(' '):\n-                    break\n-    \n     return subcommands\n \n \n def parse_description(help_text: str, cmd_name: str) -> str:\n@@ -254,17 +283,21 @@\n     current_name = subpath[-1] if subpath else tool\n     current_path = '.'.join(subpath) if subpath else ''\n     path_key = current_path or '__top__'\n     \n-    # 过滤掉已经是完整路径的条目（某些工具如 git 会显示完整路径）\n+    # 过滤掉不合适的条目\n     filtered_subcmds = []\n     for name, desc in raw_subcmds:\n         # 跳过纯粹的帮助主题关键词\n         if name.lower() in skip_names:\n             continue\n         # 跳过过长的名字（可能是描述的一部分）\n         if len(name) > 30:\n             continue\n+        # 跳过帮助主题（纯小写的长词组，如 accessibility, formatting）\n+        if len(name) > 15 and name.isalpha() and name.islower():\n+            # 可能是帮助主题而非命令\n+            pass  # 仍然保留，让用户决定\n         filtered_subcmds.append((name, desc))\n     \n     # 构建结果\n     results = []\n","firstChangedLine":96},"isError":false,"timestamp":1781252263414}}
{"type":"message","id":"edb4e54b","parentId":"5d992ff9","timestamp":"2026-06-12T08:17:51.152Z","message":{"role":"assistant","content":[{"type":"text","text":"现在测试修复后的脚本："},{"type":"toolCall","id":"call_49c4","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 2 --timeout 10 2>&1 | python3 -c \"\nimport json, sys\ndata = json.load(sys.stdin)\nprint(f'工具: {data[\\\"tool\\\"]}')\nprint(f'版本: {data[\\\"version\\\"]}')\nprint(f'统计: 顶层={data[\\\"stats\\\"][\\\"top_level_commands\\\"]}, 子命令={data[\\\"stats\\\"][\\\"sub_commands\\\"]}, 合计={data[\\\"stats\\\"][\\\"total\\\"]}')\nprint()\nfor cmd in data['commands']:\n    print(f'  {cmd[\\\"path\\\"]}: {cmd[\\\"description\\\"][:60]}')\n    if cmd.get('subcommands'):\n        for sub in cmd['subcommands']:\n            print(f'    {sub[\\\"path\\\"]}: {sub[\\\"description\\\"][:50]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":853,"output":222,"cacheRead":41440,"cacheWrite":0,"totalTokens":42515,"cost":{"input":0.0011941999999999999,"output":0.0009768,"cacheRead":0.0107744,"cacheWrite":0,"total":0.0129454}},"stopReason":"toolUse","timestamp":1781252263415,"responseId":"chatcmpl-RXvqd9k78dAUNAZRidbl20Cp","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"79973b2c","parentId":"edb4e54b","timestamp":"2026-06-12T08:17:59.547Z","message":{"role":"toolResult","toolCallId":"call_49c4","toolName":"bash","content":[{"type":"text","text":"工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n统计: 顶层=40, 子命令=174, 合计=214\n\n  auth: Authenticate gh and git with GitHub\n    auth.login: Log in to a GitHub account\n    auth.logout: Log out of a GitHub account\n    auth.refresh: Refresh stored authentication credentials\n    auth.setup-git: Setup git with GitHub CLI\n    auth.status: Display active account and authentication state on\n    auth.switch: Switch active GitHub account\n    auth.token: Print the authentication token gh uses for a hostn\n  browse: Open repositories, issues, pull requests, and more in the br\n  codespace: Connect to and manage codespaces\n    codespace.code: Open a codespace in Visual Studio Code\n    codespace.cp: Copy files between local and remote file systems\n    codespace.create: Create a codespace\n    codespace.delete: Delete codespaces\n    codespace.edit: Edit a codespace\n    codespace.jupyter: Open a codespace in JupyterLab\n    codespace.list: List codespaces\n    codespace.logs: Access codespace logs\n    codespace.ports: List ports in a codespace\n    codespace.rebuild: Rebuild a codespace\n    codespace.ssh: SSH into a codespace\n    codespace.stop: Stop a running codespace\n    codespace.view: View details about a codespace\n  gist: Manage gists\n    gist.clone: Clone a gist locally\n    gist.create: Create a new gist\n    gist.delete: Delete a gist\n    gist.edit: Edit one of your gists\n    gist.list: List your gists\n    gist.rename: Rename a file in a gist\n    gist.view: View a gist\n  issue: Manage issues\n    issue.create: Create a new issue\n    issue.list: List issues in a repository\n    issue.status: Show status of relevant issues\n    issue.close: Close issue\n    issue.comment: Add a comment to an issue\n    issue.delete: Delete issue\n    issue.develop: Manage linked branches for an issue\n    issue.edit: Edit issues\n    issue.lock: Lock issue conversation\n    issue.pin: Pin a issue\n    issue.reopen: Reopen issue\n    issue.transfer: Transfer issue to another repository\n    issue.unlock: Unlock issue conversation\n    issue.unpin: Unpin a issue\n    issue.view: View an issue\n  org: Manage organizations\n    org.list:: List organizations for the authenticated user.\n  pr: Manage pull requests\n    pr.create: Create a pull request\n    pr.list: List pull requests in a repository\n    pr.status: Show status of relevant pull requests\n    pr.checkout: Check out a pull request in git\n    pr.checks: Show CI status for a single pull request\n    pr.close: Close a pull request\n    pr.comment: Add a comment to a pull request\n    pr.diff: View changes in a pull request\n    pr.edit: Edit a pull request\n    pr.lock: Lock pull request conversation\n    pr.merge: Merge a pull request\n    pr.ready: Mark a pull request as ready for review\n    pr.reopen: Reopen a pull request\n    pr.revert: Revert a pull request\n    pr.review: Add a review to a pull request\n    pr.unlock: Unlock pull request conversation\n    pr.update-branch: Update a pull request branch\n    pr.view: View a pull request\n  project: Work with GitHub Projects.\n    project.close: Close a project\n    project.copy: Copy a project\n    project.create: Create a project\n    project.delete: Delete a project\n    project.edit: Edit a project\n    project.field-create: Create a field in a project\n    project.field-delete: Delete a field in a project\n    project.field-list: List the fields in a project\n    project.item-add: Add a pull request or an issue to a project\n    project.item-archive: Archive an item in a project\n    project.item-create: Create a draft issue item in a project\n    project.item-delete: Delete an item from a project by ID\n    project.item-edit: Edit an item in a project\n    project.item-list: List the items in a project\n    project.link: Link a project to a repository or a team\n    project.list: List the projects for an owner\n    project.mark-template: Mark a project as a template\n    project.unlink: Unlink a project from a repository or a team\n    project.view: View a project\n  release: Manage releases\n    release.create: Create a new release\n    release.list: List releases in a repository\n    release.delete: Delete a release\n    release.delete-asset: Delete an asset from a release\n    release.download: Download release assets\n    release.edit: Edit a release\n    release.upload: Upload assets to a release\n    release.verify: Verify the attestation for a release\n    release.verify-asset: Verify that a given asset originated from a releas\n    release.view: View information about a release\n  repo: Manage repositories\n    repo.create: Create a new repository\n    repo.list: List repositories owned by user or organization\n    repo.archive: Archive a repository\n    repo.autolink: Manage autolink references\n    repo.clone: Clone a repository locally\n    repo.delete: Delete a repository\n    repo.deploy-key: Manage deploy keys in a repository\n    repo.edit: Edit repository settings\n    repo.fork: Create a fork of a repository\n    repo.gitignore: List and view available repository gitignore templ\n    repo.license: Explore repository licenses\n    repo.rename: Rename a repository\n    repo.set-default: Configure default repository for this directory\n    repo.sync: Sync a repository\n    repo.unarchive: Unarchive a repository\n    repo.view: View a repository\n  skill: Install and manage agent skills (preview)\n    skill.install: Install agent skills from a GitHub repository (pre\n    skill.preview: Preview a skill from a GitHub repository (preview)\n    skill.publish: Validate and publish skills to a GitHub repository\n    skill.search: Search for skills across GitHub (preview)\n    skill.update: Update installed skills to their latest versions (\n  cache: Manage GitHub Actions caches\n    cache.delete: Delete GitHub Actions caches\n    cache.list: List GitHub Actions caches\n  run: View details about workflow runs\n    run.cancel: Cancel a workflow run\n    run.delete: Delete a workflow run\n    run.download: Download artifacts generated by a workflow run\n    run.list: List recent workflow runs\n    run.rerun: Rerun a run\n    run.view: View a summary of a workflow run\n    run.watch: Watch a run until it completes, showing its progre\n  workflow: View details about GitHub Actions workflows\n    workflow.disable: Disable a workflow\n    workflow.enable: Enable a workflow\n    workflow.list: List workflows\n    workflow.run: Run a workflow by creating a workflow_dispatch eve\n    workflow.view: View the summary of a workflow\n  co: Alias for \"pr checkout\"\n    co.-R,: --repo [HOST/]OWNER/REPO   Select another reposito\n  agent-task: Work with agent tasks (preview)\n    agent-task.create: Create an agent task (preview)\n    agent-task.list: List agent tasks (preview)\n    agent-task.view: View an agent task session (preview)\n  alias: Create command shortcuts\n    alias.delete: Delete set aliases\n    alias.import: Import aliases from a YAML file\n    alias.list: List your aliases\n    alias.set: Create a shortcut for a gh command\n  api: Make an authenticated GitHub API request\n  attestation: Work with artifact attestations\n    attestation.download: Download an artifact's attestations for offline us\n    attestation.trusted-root: Output trusted_root.jsonl contents, likely for off\n    attestation.verify: Verify an artifact's integrity using attestations\n  completion: Generate shell completion scripts\n  config: Manage configuration for gh\n    config.clear-cache: Clear the cli cache\n    config.get: Print the value of a given configuration key\n    config.list: Print a list of configuration keys and values\n    config.set: Update configuration with a value for the given ke\n  copilot: Run the GitHub Copilot CLI (preview)\n  extension: Manage gh extensions\n    extension.browse: Enter a UI for browsing, adding, and removing exte\n    extension.create: Create a new extension\n    extension.exec: Execute an installed extension\n    extension.install: Install a gh extension from a repository\n    extension.list: List installed extension commands\n    extension.remove: Remove an installed extension\n    extension.search: Search extensions to the GitHub CLI\n    extension.upgrade: Upgrade installed extensions\n  gpg-key: Manage GPG keys\n    gpg-key.add: Add a GPG key to your GitHub account\n    gpg-key.delete: Delete a GPG key from your GitHub account\n    gpg-key.list: Lists GPG keys in your GitHub account\n  label: Manage labels\n    label.clone: Clones labels from one repository to another\n    label.create: Create a new label\n    label.delete: Delete a label from a repository\n    label.edit: Edit a label\n    label.list: List labels in a repository\n  licenses: View third-party license information\n  preview: Execute previews for gh features\n  ruleset: View info about repo rulesets\n    ruleset.check: View rules that would apply to a given branch\n    ruleset.list: List rulesets for a repository or organization\n    ruleset.view: View information about a ruleset\n  search: Search for repositories, issues, and pull requests\n    search.code: Search within code\n    search.commits: Search for commits\n    search.issues: Search for issues\n    search.prs: Search for pull requests\n    search.repos: Search for repositories\n  secret: Manage GitHub secrets\n    secret.delete: Delete secrets\n    secret.list: List secrets\n    secret.set: Create or update secrets\n  ssh-key: Manage SSH keys\n    ssh-key.add: Add an SSH key to your GitHub account\n    ssh-key.delete: Delete an SSH key from your GitHub account\n    ssh-key.list: Lists SSH keys in your GitHub account\n  status: Print information about relevant issues, pull requests, and \n  variable: Manage GitHub Actions variables\n    variable.delete: Delete variables\n    variable.get: Get variables\n    variable.list: List variables\n    variable.set: Create or update variables\n  accessibility: Learn about GitHub CLI's accessibility experiences\n  actions: Learn about working with GitHub Actions\n  exit-codes: Exit codes used by gh\n  formatting: Formatting options for JSON data exported from gh\n  mintty: Information about using gh with MinTTY\n  reference: A comprehensive reference of all gh commands\n  telemetry: Information about telemetry in gh\n"}],"isError":false,"timestamp":1781252279547}}
{"type":"message","id":"a7275224","parentId":"79973b2c","timestamp":"2026-06-12T08:18:10.360Z","message":{"role":"assistant","content":[{"type":"text","text":"效果很好！已发现 214 个命令。不过注意到 `co` 别名被误解析了（把选项当子命令了），还有几个\"帮助主题\"（如 accessibility、actions 等）不是可执行命令。还需要测试更深层命令的发现。让我调整一下并测试 :"},{"type":"toolCall","id":"call_e6e8","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":2334,"output":125,"cacheRead":42496,"cacheWrite":0,"totalTokens":44955,"cost":{"input":0.0032676,"output":0.00055,"cacheRead":0.01104896,"cacheWrite":0,"total":0.014866560000000001}},"stopReason":"toolUse","timestamp":1781252279547,"responseId":"chatcmpl-RlW45eT06CsSQSeJIuwJg4i5","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"f5e99492","parentId":"a7275224","timestamp":"2026-06-12T08:18:32.577Z","message":{"role":"toolResult","toolCallId":"call_e6e8","toolName":"bash","content":[{"type":"text","text":"已保存到 /tmp/gh_cmds.json\n工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n顶层命令: 40\n子命令: 346\n合计: 386\n"}],"isError":false,"timestamp":1781252312577}}
{"type":"message","id":"f773b090","parentId":"f5e99492","timestamp":"2026-06-12T08:18:44.565Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_91ed","name":"bash","arguments":{"command":"# 看看深层命令的解析情况，特别是 repo.autolink 和 codespace.ports\npython3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 找 repo 命令下的子命令\nfor cmd in data['commands']:\n    if cmd['name'] == 'repo':\n        for sub in cmd.get('subcommands', []):\n            print(f\\\"  repo.{sub['name']}: has_sub={sub['has_subcommands']}\\\")\n            if sub.get('subcommands'):\n                for sub2 in sub['subcommands']:\n                    print(f\\\"    repo.{sub['name']}.{sub2['name']}: {sub2['description'][:40]}\\\")\n\n# 找 co 命令的子命令解析（应该是空的，因为 co 是别名）\nfor cmd in data['commands']:\n    if cmd['name'] == 'co':\n        print(f'\\\\nco: has_sub={cmd[\\\"has_subcommands\\\"]}, subcmds={cmd.get(\\\"subcommands\\\", [])}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":6306,"output":238,"cacheRead":38720,"cacheWrite":0,"totalTokens":45264,"cost":{"input":0.0088284,"output":0.0010472,"cacheRead":0.0100672,"cacheWrite":0,"total":0.0199428}},"stopReason":"toolUse","timestamp":1781252312578,"responseId":"chatcmpl-R7HBOsgJjY9YnWcp3LAUJZPk","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"afe42c61","parentId":"f773b090","timestamp":"2026-06-12T08:18:44.599Z","message":{"role":"toolResult","toolCallId":"call_91ed","toolName":"bash","content":[{"type":"text","text":"  repo.create: has_sub=False\n  repo.list: has_sub=False\n  repo.archive: has_sub=False\n  repo.autolink: has_sub=True\n    repo.autolink.create: Create a new autolink reference\n    repo.autolink.delete: Delete an autolink reference\n    repo.autolink.list: List autolink references for a GitHub re\n    repo.autolink.view: View an autolink reference\n  repo.clone: has_sub=False\n  repo.delete: has_sub=False\n  repo.deploy-key: has_sub=True\n    repo.deploy-key.add: Add a deploy key to a GitHub repository\n    repo.deploy-key.delete: Delete a deploy key from a GitHub reposi\n    repo.deploy-key.list: List deploy keys in a GitHub repository\n  repo.edit: has_sub=False\n  repo.fork: has_sub=False\n  repo.gitignore: has_sub=True\n    repo.gitignore.list: List available repository gitignore temp\n    repo.gitignore.view: View an available repository gitignore t\n  repo.license: has_sub=True\n    repo.license.list: List common repository licenses\n    repo.license.view: View a specific repository license\n  repo.rename: has_sub=False\n  repo.set-default: has_sub=False\n  repo.sync: has_sub=False\n  repo.unarchive: has_sub=False\n  repo.view: has_sub=False\n\nco: has_sub=True, subcmds=[{'path': 'co.-R,', 'name': '-R,', 'depth': 2, 'description': '--repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format', 'has_subcommands': True, 'subcommands': [{'path': 'co.-R,.-R,', 'name': '-R,', 'depth': 3, 'description': '--repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format', 'has_subcommands': True, 'subcommands': [{'path': 'co.-R,.-R,.-R,', 'name': '-R,', 'depth': 4, 'description': '--repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format', 'has_subcommands': False, 'subcommands': [], 'help_text': 'Check out a pull request in git\\n\\nUSAGE\\n  gh pr checkout [<number> | <url> | <branch>] [flags]\\n\\nALIASES\\n  gh pr co\\n\\nFLAGS\\n  -b, --branch string        Local branch name to use (default [the name of the head branch])\\n      --detach               Checkout PR with a detached HEAD\\n  -f, --force                Reset the existing local branch to the latest state of the pull request\\n      --recurse-submodules   Update all submodules after checkout\\n\\nINHERITED FLAGS\\n      --help                     Show help for command\\n  -R, --repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format\\n\\nEXAMPLES\\n  # Interactively select a PR from the 10 most recent to check out\\n  $ gh pr checkout\\n  \\n  # Checkout a specific PR\\n  $ gh pr checkout 32\\n  $ gh pr checkout https://github.com/OWNER/REPO/pull/32\\n  $ gh pr checkout feature\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n'}], 'help_text': 'Check out a pull request in git\\n\\nUSAGE\\n  gh pr checkout [<number> | <url> | <branch>] [flags]\\n\\nALIASES\\n  gh pr co\\n\\nFLAGS\\n  -b, --branch string        Local branch name to use (default [the name of the head branch])\\n      --detach               Checkout PR with a detached HEAD\\n  -f, --force                Reset the existing local branch to the latest state of the pull request\\n      --recurse-submodules   Update all submodules after checkout\\n\\nINHERITED FLAGS\\n      --help                     Show help for command\\n  -R, --repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format\\n\\nEXAMPLES\\n  # Interactively select a PR from the 10 most recent to check out\\n  $ gh pr checkout\\n  \\n  # Checkout a specific PR\\n  $ gh pr checkout 32\\n  $ gh pr checkout https://github.com/OWNER/REPO/pull/32\\n  $ gh pr checkout feature\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n'}], 'help_text': 'Check out a pull request in git\\n\\nUSAGE\\n  gh pr checkout [<number> | <url> | <branch>] [flags]\\n\\nALIASES\\n  gh pr co\\n\\nFLAGS\\n  -b, --branch string        Local branch name to use (default [the name of the head branch])\\n      --detach               Checkout PR with a detached HEAD\\n  -f, --force                Reset the existing local branch to the latest state of the pull request\\n      --recurse-submodules   Update all submodules after checkout\\n\\nINHERITED FLAGS\\n      --help                     Show help for command\\n  -R, --repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format\\n\\nEXAMPLES\\n  # Interactively select a PR from the 10 most recent to check out\\n  $ gh pr checkout\\n  \\n  # Checkout a specific PR\\n  $ gh pr checkout 32\\n  $ gh pr checkout https://github.com/OWNER/REPO/pull/32\\n  $ gh pr checkout feature\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n'}]\n"}],"isError":false,"timestamp":1781252324599}}
{"type":"message","id":"7af21ecc","parentId":"afe42c61","timestamp":"2026-06-12T08:18:48.912Z","message":{"role":"assistant","content":[{"type":"text","text":"发现两个问题：\n1. `co`（别名）被错误解析了——它把 FLAGS 行当子命令了\n2. 帮助主题（accessibility、actions 等）被当成命令了\n\n需要修复这两个问题。同时也要处理 `codespace.ports` 下的三级命令："},{"type":"toolCall","id":"call_0338","name":"read","arguments":{"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":1731,"output":102,"cacheRead":44928,"cacheWrite":0,"totalTokens":46761,"cost":{"input":0.0024234,"output":0.0004488,"cacheRead":0.01168128,"cacheWrite":0,"total":0.01455348}},"stopReason":"toolUse","timestamp":1781252324600,"responseId":"chatcmpl-RzO0POrv2H8lXwX917R9Phss","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"dd3ecb68","parentId":"7af21ecc","timestamp":"2026-06-12T08:18:48.932Z","message":{"role":"toolResult","toolCallId":"call_0338","toolName":"read","content":[{"type":"text","text":"#!/usr/bin/env python3\n\"\"\"\nCLI 命令树自动发现工具\n\n递归探索任意命令行工具的完整命令树，\n输出 JSON 结构供后续生成 Markdown 指南使用。\n\n用法: python3 discover_cmds.py <tool_name> [--max-depth N] [--timeout SECONDS]\n\n输出 JSON 结构:\n{\n  \"tool\": \"gh\",\n  \"version\": \"2.92.0 (2026-04-28)\",\n  \"discovered_at\": \"2026-06-12T10:30:00\",\n  \"stats\": {\n    \"top_level_commands\": 29,\n    \"sub_commands\": 180,\n    \"total\": 209\n  },\n  \"commands\": [\n    {\n      \"path\": \"auth\",\n      \"name\": \"auth\",\n      \"depth\": 1,\n      \"description\": \"Authenticate gh and git with GitHub\",\n      \"has_subcommands\": true,\n      \"subcommands\": [\n        {\n          \"path\": \"auth.login\",\n          \"name\": \"login\",\n          \"depth\": 2,\n          \"description\": \"Log in to a GitHub account\",\n          \"has_subcommands\": false,\n          \"subcommands\": []\n        }\n      ],\n      \"help_text\": \"...\"\n    }\n  ]\n}\n\"\"\"\n\nimport json\nimport subprocess\nimport sys\nimport re\nimport argparse\nfrom datetime import datetime\nfrom typing import Optional\n\n\ndef run_cmd(cmd_parts: list[str], timeout: int = 15) -> Optional[str]:\n    \"\"\"运行命令并返回输出，失败返回 None\"\"\"\n    try:\n        result = subprocess.run(\n            cmd_parts,\n            capture_output=True,\n            text=True,\n            timeout=timeout\n        )\n        output = result.stdout\n        if result.stderr and result.returncode != 0:\n            # 有些工具把帮助输出到 stderr\n            pass\n        # 有些工具 -h 会把帮助写到 stderr\n        if not output.strip() and result.stderr.strip():\n            output = result.stderr\n        return output\n    except (subprocess.TimeoutExpired, FileNotFoundError, OSError):\n        return None\n\n\ndef get_version(tool: str, timeout: int = 10) -> str:\n    \"\"\"尝试获取工具版本\"\"\"\n    for flag in [\"--version\", \"-v\", \"version\"]:\n        output = run_cmd([tool, flag], timeout)\n        if output and output.strip():\n            return output.strip()\n    return \"未知\"\n\n\ndef get_help(tool: str, subpath: list[str], timeout: int = 15) -> Optional[str]:\n    \"\"\"获取某个命令的帮助文本\"\"\"\n    for flag in [\"--help\", \"-h\", \"help\", \"--help-all\"]:\n        parts = [tool] + subpath + [flag]\n        output = run_cmd(parts, timeout)\n        if output and len(output.strip()) > 20:\n            return output\n    return None\n\n\ndef parse_subcommands(help_text: str) -> list[tuple[str, str]]:\n    \"\"\"从帮助文本中解析子命令列表\n    \n    返回 [(命令名, 描述), ...]\n    \n    支持以下格式:\n    1. Cobra/Go 格式: \"  command:     Description\"\n    2. Rust/Clap 格式: \"  command     Description\"\n    3. 标准格式: Commands: 区域下的缩进行\n    4. Python 格式: 空格对齐的子命令列表\n    \"\"\"\n    if not help_text:\n        return []\n    \n    subcommands = []\n    lines = help_text.split('\\n')\n    \n    # 跳过标记\n    skip_commands = {\n        'usage', 'flags', 'options', 'inherited', 'examples',\n        'see', 'learn', 'read', 'use', 'global', 'description',\n        'arguments', 'args', 'environment', 'reporting',\n    }\n    \n    # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n    # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n    # 命令名后紧跟冒号，然后是空格和对齐的描述\n    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    for line in lines:\n        m = cobra_pattern.match(line)\n        if m:\n            name = m.group(1)\n            desc = m.group(2).strip()\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches\n    \n    # ===== 策略 2: 带分区的帮助格式 =====\n    # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n    # 在分区标记后提取缩进的命令行\n    section_headers = re.compile(\n        r'(?:COMMANDS?|Available\\s+commands?|Subcommands?|子命令|命令)\\s*:',\n        re.IGNORECASE\n    )\n    \n    in_section = False\n    current_section_indent = 0\n    for line in lines:\n        # 检测分区开始\n        if section_headers.search(line):\n            in_section = True\n            continue\n        \n        if not in_section:\n            continue\n        \n        stripped = line.strip()\n        \n        # 空行跳过\n        if not stripped:\n            continue\n        \n        # 检测分区结束: 非空行且没有缩进(以大写字母开头可能是新section)\n        # 或者是 FLAGS/OPTIONS 等其他分区\n        end_markers = {'USAGE', 'FLAGS', 'OPTIONS', 'GLOBAL', 'EXAMPLES', \n                       'DESCRIPTION', 'INHERITED', 'SEE ALSO', 'LEARN MORE'}\n        if stripped.isupper() and stripped.rstrip(':') in end_markers:\n            break\n        \n        # 尝试匹配命令行: \"  command_name   Description\"\n        # 或 \"  command_name\\tDescription\"\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n        if match:\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands:\n                subcommands.append((name, desc))\n            continue\n        \n        # 单词命令行 (只有一个词 + 空格 + 描述)\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s+(.+)$', line)\n        if match and match.group(3).strip():\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands and len(name) > 1:\n                subcommands.append((name, desc))\n    \n    if subcommands:\n        return subcommands\n    \n    # ===== 策略 3: Rust/Clap 格式 =====\n    # \"  command     Description...\" 在 \"Commands:\" 标记后\n    found_section = False\n    for line in lines:\n        stripped = line.strip()\n        if any(kw in stripped.lower() for kw in ['command', 'subcommand', '子命令']):\n            found_section = True\n            continue\n        if found_section:\n            match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n            if match:\n                cmd_name = match.group(1)\n                if cmd_name.lower() not in skip_commands and len(cmd_name) <= 30:\n                    subcommands.append((cmd_name, match.group(2).strip()))\n            elif stripped and not line.startswith(' '):\n                break\n    \n    return subcommands\n\n\ndef parse_description(help_text: str, cmd_name: str) -> str:\n    \"\"\"从帮助文本中提取一行简短描述\"\"\"\n    if not help_text:\n        return \"\"\n    \n    lines = help_text.strip().split('\\n')\n    \n    # 尝试多种格式:\n    # 1. 第一行就是描述\n    # 2. Description: 后面的行\n    # 3. 命令名后的描述\n    \n    # 格式1: 看是否有 \"Description:\" 段\n    for i, line in enumerate(lines):\n        if re.match(r'^\\s*Description\\s*:', line, re.IGNORECASE):\n            desc = line.split(':', 1)[1].strip()\n            if desc:\n                return desc\n            # 可能在下一行\n            if i + 1 < len(lines):\n                return lines[i + 1].strip()\n    \n    # 格式2: 第一行非空行\n    for line in lines:\n        stripped = line.strip()\n        if stripped and not stripped.startswith('Usage') and not stripped.startswith('usage'):\n            # 排除工具名本身\n            if not stripped.startswith(cmd_name.split()[0]) or len(stripped) > len(cmd_name.split()[0]) + 50:\n                # 可能是标题行,取较短描述\n                if len(stripped) < 200:\n                    return stripped\n    \n    # 格式3: 在帮助中寻找 \"xxx - description\" 格式\n    for line in lines:\n        match = re.match(r'^[\\w.-]+\\s*[-–—]\\s*(.+)$', line.strip())\n        if match:\n            return match.group(1).strip()\n    \n    return \"\"\n\n\ndef discover_commands(\n    tool: str,\n    subpath: list[str] = None,\n    depth: int = 1,\n    max_depth: int = 5,\n    timeout: int = 15,\n    visited: set = None,\n) -> list[dict]:\n    \"\"\"递归发现命令树\n    \n    Args:\n        tool: 工具名\n        subpath: 当前子路径 (如 [\"repo\", \"autolink\"])\n        depth: 当前深度\n        max_depth: 最大递归深度\n        timeout: 命令超时秒数\n        visited: 已访问的命令路径集合，防止循环\n    \n    Returns:\n        命令树列表\n    \"\"\"\n    if subpath is None:\n        subpath = []\n    if visited is None:\n        visited = set()\n    \n    if depth > max_depth:\n        return []\n    \n    help_text = get_help(tool, subpath, timeout)\n    if not help_text:\n        return []\n    \n    # 获取子命令列表\n    raw_subcmds = parse_subcommands(help_text)\n    \n    # 构建当前层命令信息\n    current_name = subpath[-1] if subpath else tool\n    current_path = '.'.join(subpath) if subpath else ''\n    path_key = current_path or '__top__'\n    \n    # 过滤掉不合适的条目\n    filtered_subcmds = []\n    for name, desc in raw_subcmds:\n        # 跳过纯粹的帮助主题关键词\n        if name.lower() in skip_names:\n            continue\n        # 跳过过长的名字（可能是描述的一部分）\n        if len(name) > 30:\n            continue\n        # 跳过帮助主题（纯小写的长词组，如 accessibility, formatting）\n        if len(name) > 15 and name.isalpha() and name.islower():\n            # 可能是帮助主题而非命令\n            pass  # 仍然保留，让用户决定\n        filtered_subcmds.append((name, desc))\n    \n    # 构建结果\n    results = []\n    for name, desc in filtered_subcmds:\n        full_path = subpath + [name]\n        path_str = '.'.join(full_path)\n        \n        # 防止循环\n        if path_str in visited:\n            continue\n        visited.add(path_str)\n        \n        # 递归获取子命令\n        sub_subcmds = discover_commands(\n            tool, full_path, depth + 1, max_depth, timeout, visited\n        )\n        \n        # 获取该子命令的详细帮助\n        sub_help = get_help(tool, full_path, timeout)\n        sub_desc = desc or parse_description(sub_help, name)\n        has_subcmds = len(sub_subcmds) > 0\n        \n        results.append({\n            'path': path_str,\n            'name': name,\n            'depth': depth,\n            'description': sub_desc,\n            'has_subcommands': has_subcmds,\n            'subcommands': sub_subcmds if has_subcmds else [],\n            'help_text': sub_help[:2000] if sub_help else '',\n        })\n    \n    return results\n\n\n# 需要跳过的常见非命令名称\nskip_names = {\n    'usage', 'flags', 'options', 'inherited', 'global',\n    'examples', 'see', 'learn', 'read', 'use', 'description',\n    'arguments', 'args', 'environment', 'reporting',\n}\n\n\ndef count_commands(commands: list[dict]) -> tuple[int, int]:\n    \"\"\"统计命令数\n    \n    Returns:\n        (顶层命令数, 子命令总数)\n    \"\"\"\n    top_level = len(commands)\n    sub_count = 0\n    \n    def count_recursive(cmds: list[dict]):\n        nonlocal sub_count\n        for cmd in cmds:\n            sub_count += len(cmd.get('subcommands', []))\n            count_recursive(cmd.get('subcommands', []))\n    \n    count_recursive(commands)\n    return top_level, sub_count\n\n\ndef main():\n    parser = argparse.ArgumentParser(description='CLI 命令树自动发现工具')\n    parser.add_argument('tool', help='命令行工具名称 (如 gh, docker, kubectl)')\n    parser.add_argument('--max-depth', type=int, default=4, help='最大递归深度 (默认: 4)')\n    parser.add_argument('--timeout', type=int, default=15, help='命令超时秒数 (默认: 15)')\n    parser.add_argument('--output', '-o', help='输出文件路径 (默认: stdout)')\n    \n    args = parser.parse_args()\n    \n    tool = args.tool\n    \n    # 1. 获取版本\n    version = get_version(tool, args.timeout)\n    \n    # 2. 发现命令树\n    commands = discover_commands(\n        tool,\n        max_depth=args.max_depth,\n        timeout=args.timeout,\n    )\n    \n    # 3. 统计\n    top_level, sub_count = count_commands(commands)\n    \n    # 4. 构建输出\n    output = {\n        'tool': tool,\n        'version': version,\n        'discovered_at': datetime.now().isoformat(),\n        'stats': {\n            'top_level_commands': top_level,\n            'sub_commands': sub_count,\n            'total': top_level + sub_count,\n        },\n        'commands': commands,\n    }\n    \n    json_str = json.dumps(output, ensure_ascii=False, indent=2)\n    \n    if args.output:\n        with open(args.output, 'w', encoding='utf-8') as f:\n            f.write(json_str)\n        print(f\"已保存到 {args.output}\")\n        print(f\"工具: {tool}\")\n        print(f\"版本: {version}\")\n        print(f\"顶层命令: {top_level}\")\n        print(f\"子命令: {sub_count}\")\n        print(f\"合计: {top_level + sub_count}\")\n    else:\n        print(json_str)\n\n\nif __name__ == '__main__':\n    main()"}],"isError":false,"timestamp":1781252328932}}
{"type":"message","id":"2c8d2352","parentId":"dd3ecb68","timestamp":"2026-06-12T08:19:28.126Z","message":{"role":"assistant","content":[{"type":"text","text":"现在来修复几个关键问题：\n\n1. Cobra 格式会把 FLAGS 行当子命令（如 `co` 的情况）\n2. 帮助主题被当成命令\n3. 别名需要标记"},{"type":"toolCall","id":"call_a4f7","name":"edit","arguments":{"edits":[{"oldText":"    # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n    # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n    # 命令名后紧跟冒号，然后是空格和对齐的描述\n    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    for line in lines:\n        m = cobra_pattern.match(line)\n        if m:\n            name = m.group(1)\n            desc = m.group(2).strip()\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches","newText":"    # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n    # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n    # 命令名后紧跟冒号，然后是空格和对齐的描述\n    # 需要区分子命令区和 FLAGS/INHERITED FLAGS 等区域\n    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    \n    # Cobra 帮助中，子命令在不同区域:\n    # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n    # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n    in_command_zone = False\n    # 识别命令区标题（全大写，包含 COMMANDS）\n    command_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?\\s*$',\n    )\n    # 识别命令区标题（也可能带 \"ALIAS\" 字样）\n    alias_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*ALIAS\\s*:?\\s*$',\n    )\n    # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n    non_command_zone = re.compile(\n        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n        re.IGNORECASE\n    )\n    \n    for line in lines:\n        stripped = line.strip()\n        \n        # 检测命令区开始\n        if command_zone_header.match(stripped) or alias_zone_header.match(stripped):\n            in_command_zone = True\n            continue\n        \n        # 检测非命令区开始\n        if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n            # 可能是新的分区标记\n            if not command_zone_header.match(stripped):\n                in_command_zone = False\n                continue\n        \n        # 只在命令区解析子命令\n        if not in_command_zone:\n            continue\n        \n        m = cobra_pattern.match(line)\n        if m:\n            name = m.group(1)\n            desc = m.group(2).strip()\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    \n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches"},{"oldText":"# 需要跳过的常见非命令名称\nskip_names = {\n    'usage', 'flags', 'options', 'inherited', 'global',\n    'examples', 'see', 'learn', 'read', 'use', 'description',\n    'arguments', 'args', 'environment', 'reporting',\n}","newText":"# 需要跳过的常见非命令名称\nskip_names = {\n    'usage', 'flags', 'options', 'inherited', 'global',\n    'examples', 'see', 'learn', 'read', 'use', 'description',\n    'arguments', 'args', 'environment', 'reporting',\n    # gh 特有的帮助主题（非可执行命令）\n    'accessibility', 'actions', 'exit-codes', 'formatting',\n    'mintty', 'reference', 'telemetry',\n    # 以 - 开头的选项名（不是子命令）\n    # 这里不列举，而是在解析时过滤\n}\n\n# 判断一个名称是否看起来像选项而非子命令\n# 选项通常以 - 开头（如 -R, --repo）\ndef _looks_like_option(name: str) -> bool:\n    \"\"\"判断名称是否像选项而非子命令\"\"\"\n    return name.startswith('-')\n\n# 判断一个名称是否像帮助主题而非可执行命令\n# 帮助主题通常是长单词、全小写、且描述包含 \"Learn about\"、\"Information\" 等\ndef _looks_like_help_topic(name: str, desc: str) -> bool:\n    \"\"\"判断是否像帮助主题而非命令\"\"\"\n    desc_lower = desc.lower() if desc else ''\n    help_keywords = ['learn about', 'information about', 'learn more', 'view third-party']\n    for kw in help_keywords:\n        if kw in desc_lower:\n            return True\n    return False"},{"oldText":"    # 过滤掉不合适的条目\n    filtered_subcmds = []\n    for name, desc in raw_subcmds:\n        # 跳过纯粹的帮助主题关键词\n        if name.lower() in skip_names:\n            continue\n        # 跳过过长的名字（可能是描述的一部分）\n        if len(name) > 30:\n            continue\n        # 跳过帮助主题（纯小写的长词组，如 accessibility, formatting）\n        if len(name) > 15 and name.isalpha() and name.islower():\n            # 可能是帮助主题而非命令\n            pass  # 仍然保留，让用户决定\n        filtered_subcmds.append((name, desc))","newText":"    # 过滤掉不合适的条目\n    filtered_subcmds = []\n    for name, desc in raw_subcmds:\n        # 跳过纯粹的帮助主题关键词\n        if name.lower() in skip_names:\n            continue\n        # 跳过选项（以 - 开头的不是子命令）\n        if _looks_like_option(name):\n            continue\n        # 跳过帮助主题\n        if _looks_like_help_topic(name, desc):\n            continue\n        # 跳过过长的名字（可能是描述的一部分）\n        if len(name) > 30:\n            continue\n        filtered_subcmds.append((name, desc))"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":3282,"output":1704,"cacheRead":46752,"cacheWrite":0,"totalTokens":51738,"cost":{"input":0.0045948,"output":0.0074976,"cacheRead":0.01215552,"cacheWrite":0,"total":0.02424792}},"stopReason":"toolUse","timestamp":1781252328934,"responseId":"chatcmpl-RGvWs0gldb2PU3zXSsWB9LV1","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"40f46d79","parentId":"2c8d2352","timestamp":"2026-06-12T08:19:28.168Z","message":{"role":"toolResult","toolCallId":"call_a4f7","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 3 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 115     \n 116     # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n 117     # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n 118     # 命令名后紧跟冒号，然后是空格和对齐的描述\n+119     # 需要区分子命令区和 FLAGS/INHERITED FLAGS 等区域\n 119     cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n 120     cobra_matches = []\n+122     \n+123     # Cobra 帮助中，子命令在不同区域:\n+124     # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n+125     # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n+126     in_command_zone = False\n+127     # 识别命令区标题（全大写，包含 COMMANDS）\n+128     command_zone_header = re.compile(\n+129         r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?\\s*$',\n+130     )\n+131     # 识别命令区标题（也可能带 \"ALIAS\" 字样）\n+132     alias_zone_header = re.compile(\n+133         r'^[A-Z][A-Z\\s]*ALIAS\\s*:?\\s*$',\n+134     )\n+135     # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n+136     non_command_zone = re.compile(\n+137         r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n+138         re.IGNORECASE\n+139     )\n+140     \n 121     for line in lines:\n+142         stripped = line.strip()\n+143         \n+144         # 检测命令区开始\n+145         if command_zone_header.match(stripped) or alias_zone_header.match(stripped):\n+146             in_command_zone = True\n+147             continue\n+148         \n+149         # 检测非命令区开始\n+150         if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n+151             # 可能是新的分区标记\n+152             if not command_zone_header.match(stripped):\n+153                 in_command_zone = False\n+154                 continue\n+155         \n+156         # 只在命令区解析子命令\n+157         if not in_command_zone:\n+158             continue\n+159         \n 122         m = cobra_pattern.match(line)\n 123         if m:\n 124             name = m.group(1)\n 125             desc = m.group(2).strip()\n 126             if name.lower() not in skip_commands and len(name) > 1 and desc:\n 127                 cobra_matches.append((name, desc))\n+166     \n 128     # 如果找到足够数量的 cobra 格式命令，直接使用\n 129     if len(cobra_matches) >= 2:\n 130         return cobra_matches\n 131     \n     ...\n 289     for name, desc in raw_subcmds:\n 290         # 跳过纯粹的帮助主题关键词\n 291         if name.lower() in skip_names:\n 292             continue\n+332         # 跳过选项（以 - 开头的不是子命令）\n+333         if _looks_like_option(name):\n+334             continue\n+335         # 跳过帮助主题\n+336         if _looks_like_help_topic(name, desc):\n+337             continue\n 293         # 跳过过长的名字（可能是描述的一部分）\n 294         if len(name) > 30:\n 295             continue\n-296         # 跳过帮助主题（纯小写的长词组，如 accessibility, formatting）\n-297         if len(name) > 15 and name.isalpha() and name.islower():\n-298             # 可能是帮助主题而非命令\n-299             pass  # 仍然保留，让用户决定\n 300         filtered_subcmds.append((name, desc))\n 301     \n 302     # 构建结果\n 303     results = []\n     ...\n 337 skip_names = {\n 338     'usage', 'flags', 'options', 'inherited', 'global',\n 339     'examples', 'see', 'learn', 'read', 'use', 'description',\n 340     'arguments', 'args', 'environment', 'reporting',\n+382     # gh 特有的帮助主题（非可执行命令）\n+383     'accessibility', 'actions', 'exit-codes', 'formatting',\n+384     'mintty', 'reference', 'telemetry',\n+385     # 以 - 开头的选项名（不是子命令）\n+386     # 这里不列举，而是在解析时过滤\n 341 }\n 342 \n+389 # 判断一个名称是否看起来像选项而非子命令\n+390 # 选项通常以 - 开头（如 -R, --repo）\n+391 def _looks_like_option(name: str) -> bool:\n+392     \"\"\"判断名称是否像选项而非子命令\"\"\"\n+393     return name.startswith('-')\n 343 \n+395 # 判断一个名称是否像帮助主题而非可执行命令\n+396 # 帮助主题通常是长单词、全小写、且描述包含 \"Learn about\"、\"Information\" 等\n+397 def _looks_like_help_topic(name: str, desc: str) -> bool:\n+398     \"\"\"判断是否像帮助主题而非命令\"\"\"\n+399     desc_lower = desc.lower() if desc else ''\n+400     help_keywords = ['learn about', 'information about', 'learn more', 'view third-party']\n+401     for kw in help_keywords:\n+402         if kw in desc_lower:\n+403             return True\n+404     return False\n+405 \n+406 \n 344 def count_commands(commands: list[dict]) -> tuple[int, int]:\n 345     \"\"\"统计命令数\n 346     \n 347     Returns:\n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -115,17 +115,56 @@\n     \n     # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n     # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n     # 命令名后紧跟冒号，然后是空格和对齐的描述\n+    # 需要区分子命令区和 FLAGS/INHERITED FLAGS 等区域\n     cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n     cobra_matches = []\n+    \n+    # Cobra 帮助中，子命令在不同区域:\n+    # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n+    # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n+    in_command_zone = False\n+    # 识别命令区标题（全大写，包含 COMMANDS）\n+    command_zone_header = re.compile(\n+        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?\\s*$',\n+    )\n+    # 识别命令区标题（也可能带 \"ALIAS\" 字样）\n+    alias_zone_header = re.compile(\n+        r'^[A-Z][A-Z\\s]*ALIAS\\s*:?\\s*$',\n+    )\n+    # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n+    non_command_zone = re.compile(\n+        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n+        re.IGNORECASE\n+    )\n+    \n     for line in lines:\n+        stripped = line.strip()\n+        \n+        # 检测命令区开始\n+        if command_zone_header.match(stripped) or alias_zone_header.match(stripped):\n+            in_command_zone = True\n+            continue\n+        \n+        # 检测非命令区开始\n+        if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n+            # 可能是新的分区标记\n+            if not command_zone_header.match(stripped):\n+                in_command_zone = False\n+                continue\n+        \n+        # 只在命令区解析子命令\n+        if not in_command_zone:\n+            continue\n+        \n         m = cobra_pattern.match(line)\n         if m:\n             name = m.group(1)\n             desc = m.group(2).strip()\n             if name.lower() not in skip_commands and len(name) > 1 and desc:\n                 cobra_matches.append((name, desc))\n+    \n     # 如果找到足够数量的 cobra 格式命令，直接使用\n     if len(cobra_matches) >= 2:\n         return cobra_matches\n     \n@@ -289,15 +328,17 @@\n     for name, desc in raw_subcmds:\n         # 跳过纯粹的帮助主题关键词\n         if name.lower() in skip_names:\n             continue\n+        # 跳过选项（以 - 开头的不是子命令）\n+        if _looks_like_option(name):\n+            continue\n+        # 跳过帮助主题\n+        if _looks_like_help_topic(name, desc):\n+            continue\n         # 跳过过长的名字（可能是描述的一部分）\n         if len(name) > 30:\n             continue\n-        # 跳过帮助主题（纯小写的长词组，如 accessibility, formatting）\n-        if len(name) > 15 and name.isalpha() and name.islower():\n-            # 可能是帮助主题而非命令\n-            pass  # 仍然保留，让用户决定\n         filtered_subcmds.append((name, desc))\n     \n     # 构建结果\n     results = []\n@@ -337,11 +378,33 @@\n skip_names = {\n     'usage', 'flags', 'options', 'inherited', 'global',\n     'examples', 'see', 'learn', 'read', 'use', 'description',\n     'arguments', 'args', 'environment', 'reporting',\n+    # gh 特有的帮助主题（非可执行命令）\n+    'accessibility', 'actions', 'exit-codes', 'formatting',\n+    'mintty', 'reference', 'telemetry',\n+    # 以 - 开头的选项名（不是子命令）\n+    # 这里不列举，而是在解析时过滤\n }\n \n+# 判断一个名称是否看起来像选项而非子命令\n+# 选项通常以 - 开头（如 -R, --repo）\n+def _looks_like_option(name: str) -> bool:\n+    \"\"\"判断名称是否像选项而非子命令\"\"\"\n+    return name.startswith('-')\n \n+# 判断一个名称是否像帮助主题而非可执行命令\n+# 帮助主题通常是长单词、全小写、且描述包含 \"Learn about\"、\"Information\" 等\n+def _looks_like_help_topic(name: str, desc: str) -> bool:\n+    \"\"\"判断是否像帮助主题而非命令\"\"\"\n+    desc_lower = desc.lower() if desc else ''\n+    help_keywords = ['learn about', 'information about', 'learn more', 'view third-party']\n+    for kw in help_keywords:\n+        if kw in desc_lower:\n+            return True\n+    return False\n+\n+\n def count_commands(commands: list[dict]) -> tuple[int, int]:\n     \"\"\"统计命令数\n     \n     Returns:\n","firstChangedLine":119},"isError":false,"timestamp":1781252368168}}
{"type":"message","id":"85280199","parentId":"40f46d79","timestamp":"2026-06-12T08:19:32.383Z","message":{"role":"assistant","content":[{"type":"text","text":"现在让我再测试一下："},{"type":"toolCall","id":"call_1882","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":1414,"output":70,"cacheRead":50368,"cacheWrite":0,"totalTokens":51852,"cost":{"input":0.0019795999999999998,"output":0.000308,"cacheRead":0.01309568,"cacheWrite":0,"total":0.01538328}},"stopReason":"toolUse","timestamp":1781252368169,"responseId":"chatcmpl-RT1P15jIENLfhTQZsGgy5htu","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"e52e4b7a","parentId":"85280199","timestamp":"2026-06-12T08:19:46.617Z","message":{"role":"toolResult","toolCallId":"call_1882","toolName":"bash","content":[{"type":"text","text":"已保存到 /tmp/gh_cmds.json\n工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n顶层命令: 31\n子命令: 188\n合计: 219\n"}],"isError":false,"timestamp":1781252386617}}
{"type":"message","id":"db36cf45","parentId":"e52e4b7a","timestamp":"2026-06-12T08:19:55.329Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_4a53","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\nprint(f'顶层命令: {data[\\\"stats\\\"][\\\"top_level_commands\\\"]}')\nprint(f'子命令: {data[\\\"stats\\\"][\\\"sub_commands\\\"]}')\nprint(f'合计: {data[\\\"stats\\\"][\\\"total\\\"]}')\nprint()\n\n# 检查 co 是否还在\nhas_co = any(c['name'] == 'co' for c in data['commands'])\nprint(f'co 别名还在: {has_co}')\n\n# 检查帮助主题是否被过滤\nhelp_topics = ['accessibility', 'actions', 'exit-codes', 'formatting', 'mintty', 'reference', 'telemetry']\nfor topic in help_topics:\n    found = any(c['name'] == topic for c in data['commands'])\n    if found:\n        print(f'  帮助主题 {topic} 还在 (应过滤)')\n\n# 列出所有顶层命令\nprint()\nprint('顶层命令列表:')\nfor cmd in data['commands']:\n    mark = '✓' if cmd['has_subcommands'] else ' '\n    print(f'  {mark} {cmd[\\\"name\\\"]}: {cmd[\\\"description\\\"][:60]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":82,"output":285,"cacheRead":51840,"cacheWrite":0,"totalTokens":52207,"cost":{"input":0.0001148,"output":0.0012540000000000001,"cacheRead":0.0134784,"cacheWrite":0,"total":0.0148472}},"stopReason":"toolUse","timestamp":1781252386618,"responseId":"chatcmpl-RFBw614q51zoE7Jyj17rPa24","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"0ac8b447","parentId":"db36cf45","timestamp":"2026-06-12T08:19:55.368Z","message":{"role":"toolResult","toolCallId":"call_4a53","toolName":"bash","content":[{"type":"text","text":"顶层命令: 31\n子命令: 188\n合计: 219\n\nco 别名还在: True\n\n顶层命令列表:\n  ✓ auth: Authenticate gh and git with GitHub\n    browse: Open repositories, issues, pull requests, and more in the br\n  ✓ codespace: Connect to and manage codespaces\n  ✓ gist: Manage gists\n  ✓ issue: Manage issues\n  ✓ org: Manage organizations\n  ✓ pr: Manage pull requests\n  ✓ project: Work with GitHub Projects.\n  ✓ release: Manage releases\n  ✓ repo: Manage repositories\n  ✓ skill: Install and manage agent skills (preview)\n  ✓ cache: Manage GitHub Actions caches\n  ✓ run: View details about workflow runs\n  ✓ workflow: View details about GitHub Actions workflows\n    co: Alias for \"pr checkout\"\n  ✓ agent-task: Work with agent tasks (preview)\n  ✓ alias: Create command shortcuts\n    api: Make an authenticated GitHub API request\n  ✓ attestation: Work with artifact attestations\n    completion: Generate shell completion scripts\n  ✓ config: Manage configuration for gh\n    copilot: Run the GitHub Copilot CLI (preview)\n  ✓ extension: Manage gh extensions\n  ✓ gpg-key: Manage GPG keys\n  ✓ label: Manage labels\n    preview: Execute previews for gh features\n  ✓ ruleset: View info about repo rulesets\n  ✓ search: Search for repositories, issues, and pull requests\n  ✓ secret: Manage GitHub secrets\n  ✓ ssh-key: Manage SSH keys\n  ✓ variable: Manage GitHub Actions variables\n"}],"isError":false,"timestamp":1781252395368}}
{"type":"message","id":"684e16aa","parentId":"0ac8b447","timestamp":"2026-06-12T08:20:06.832Z","message":{"role":"assistant","content":[{"type":"text","text":"帮助主题已被成功过滤！但 `co` 别名还在，不过它不会再有错误的子命令了。让我看看它的子命令情况："},{"type":"toolCall","id":"call_93b5","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\nfor cmd in data['commands']:\n    if cmd['name'] == 'co':\n        print('co 命令详情:')\n        print(f'  has_subcommands: {cmd[\\\"has_subcommands\\\"]}')\n        print(f'  subcommands: {cmd.get(\\\"subcommands\\\", [])}')\n        break\n\n# 统计三级子命令\ntriple = 0\nfor cmd in data['commands']:\n    for sub in cmd.get('subcommands', []):\n        for sub2 in sub.get('subcommands', []):\n            triple += 1\nprint(f'\\\\n三级子命令数: {triple}')\n\n# 列出所有三级子命令\nfor cmd in data['commands']:\n    for sub in cmd.get('subcommands', []):\n        for sub2 in sub.get('subcommands', []):\n            print(f'  {cmd[\\\"name\\\"]}.{sub[\\\"name\\\"]}.{sub2[\\\"name\\\"]}: {sub2[\\\"description\\\"][:40]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":351,"output":275,"cacheRead":52192,"cacheWrite":0,"totalTokens":52818,"cost":{"input":0.0004914,"output":0.0012100000000000001,"cacheRead":0.01356992,"cacheWrite":0,"total":0.01527132}},"stopReason":"toolUse","timestamp":1781252395369,"responseId":"chatcmpl-R1Ga0dCSnIB1Q1Cce5jNgimu","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"148ec2f2","parentId":"684e16aa","timestamp":"2026-06-12T08:20:06.870Z","message":{"role":"toolResult","toolCallId":"call_93b5","toolName":"bash","content":[{"type":"text","text":"co 命令详情:\n  has_subcommands: False\n  subcommands: []\n\n三级子命令数: 15\n  codespace.ports.forward: Forward ports\n  codespace.ports.visibility: Change the visibility of the forwarded p\n  org.list:.list:: List organizations for the authenticated\n  repo.autolink.create: Create a new autolink reference\n  repo.autolink.delete: Delete an autolink reference\n  repo.autolink.list: List autolink references for a GitHub re\n  repo.autolink.view: View an autolink reference\n  repo.deploy-key.add: Add a deploy key to a GitHub repository\n  repo.deploy-key.delete: Delete a deploy key from a GitHub reposi\n  repo.deploy-key.list: List deploy keys in a GitHub repository\n  repo.gitignore.list: List available repository gitignore temp\n  repo.gitignore.view: View an available repository gitignore t\n  repo.license.list: List common repository licenses\n  repo.license.view: View a specific repository license\n  run.rerun.gh: run view <run-id> --json jobs --jq '.job\n"}],"isError":false,"timestamp":1781252406870}}
{"type":"message","id":"1fa4ae08","parentId":"148ec2f2","timestamp":"2026-06-12T08:20:11.387Z","message":{"role":"assistant","content":[{"type":"text","text":"大部分三级子命令都正确了！还有两个小问题：\n1. `org.list` 的子命令解析有问题（`org.list` 不该有子命令）\n2. `run.rerun.gh` 也解析错了\n\n这些都是误解析，让我修复这些边界情况："},{"type":"toolCall","id":"call_d408","name":"bash","arguments":{"command":"# 看看 org list 和 run rerun 的帮助输出\ngh org list --help 2>&1 | head -20\necho \"====\"\ngh run rerun --help 2>&1 | head -20"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":7816,"output":115,"cacheRead":45248,"cacheWrite":0,"totalTokens":53179,"cost":{"input":0.0109424,"output":0.000506,"cacheRead":0.01176448,"cacheWrite":0,"total":0.023212879999999998}},"stopReason":"toolUse","timestamp":1781252406872,"responseId":"chatcmpl-RJ4lWafqh7NimKkGMGiNIbrD","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"80d6ce3c","parentId":"1fa4ae08","timestamp":"2026-06-12T08:20:11.461Z","message":{"role":"toolResult","toolCallId":"call_d408","toolName":"bash","content":[{"type":"text","text":"List organizations for the authenticated user.\n\nUSAGE\n  gh org list [flags]\n\nALIASES\n  gh org ls\n\nFLAGS\n  -L, --limit int   Maximum number of organizations to list (default 30)\n\nINHERITED FLAGS\n  --help   Show help for command\n\nEXAMPLES\n  # List the first 30 organizations\n  $ gh org list\n  \n  # List more organizations\n  $ gh org list --limit 100\n====\nRerun an entire run, only failed jobs, or a specific job from a run.\n\nNote that due to historical reasons, the `--job` flag may not take what you expect.\nSpecifically, when navigating to a job in the browser, the URL looks like this:\n`https://github.com/<owner>/<repo>/actions/runs/<run-id>/jobs/<number>`.\n\nHowever, this `<number>` should not be used with the `--job` flag and will result in the\nAPI returning `404 NOT FOUND`. Instead, you can get the correct job IDs using the following command:\n\n\tgh run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\n\nYou will need to use databaseId field for triggering job re-runs.\n\n\nUSAGE\n  gh run rerun [<run-id>] [flags]\n\nFLAGS\n  -d, --debug        Rerun with debug logging\n      --failed       Rerun only failed jobs, including dependencies\n"}],"isError":false,"timestamp":1781252411461}}
{"type":"message","id":"de29139d","parentId":"80d6ce3c","timestamp":"2026-06-12T08:20:16.355Z","message":{"role":"assistant","content":[{"type":"text","text":"明白了，`org list` 没有子命令（是叶子命令），`run rerun` 也没有子命令。问题是脚本会尝试对每个发现的命令递归调用 `--help`，但它不应该对明确已是叶子命令再做递归。让我改进过滤逻辑，同时修复 org.list 的路径解析 bug："},{"type":"toolCall","id":"call_48f8","name":"read","arguments":{"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py","offset":193,"limit":60}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":687,"output":119,"cacheRead":52800,"cacheWrite":0,"totalTokens":53606,"cost":{"input":0.0009618,"output":0.0005236,"cacheRead":0.013728,"cacheWrite":0,"total":0.0152134}},"stopReason":"toolUse","timestamp":1781252411462,"responseId":"chatcmpl-RZluOtAZQRCPz60zvo0yyT0Y","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"72184f1e","parentId":"de29139d","timestamp":"2026-06-12T08:20:16.374Z","message":{"role":"toolResult","toolCallId":"call_48f8","toolName":"read","content":[{"type":"text","text":"        if not stripped:\n            continue\n        \n        # 检测分区结束: 非空行且没有缩进(以大写字母开头可能是新section)\n        # 或者是 FLAGS/OPTIONS 等其他分区\n        end_markers = {'USAGE', 'FLAGS', 'OPTIONS', 'GLOBAL', 'EXAMPLES', \n                       'DESCRIPTION', 'INHERITED', 'SEE ALSO', 'LEARN MORE'}\n        if stripped.isupper() and stripped.rstrip(':') in end_markers:\n            break\n        \n        # 尝试匹配命令行: \"  command_name   Description\"\n        # 或 \"  command_name\\tDescription\"\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n        if match:\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands:\n                subcommands.append((name, desc))\n            continue\n        \n        # 单词命令行 (只有一个词 + 空格 + 描述)\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s+(.+)$', line)\n        if match and match.group(3).strip():\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands and len(name) > 1:\n                subcommands.append((name, desc))\n    \n    if subcommands:\n        return subcommands\n    \n    # ===== 策略 3: Rust/Clap 格式 =====\n    # \"  command     Description...\" 在 \"Commands:\" 标记后\n    found_section = False\n    for line in lines:\n        stripped = line.strip()\n        if any(kw in stripped.lower() for kw in ['command', 'subcommand', '子命令']):\n            found_section = True\n            continue\n        if found_section:\n            match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n            if match:\n                cmd_name = match.group(1)\n                if cmd_name.lower() not in skip_commands and len(cmd_name) <= 30:\n                    subcommands.append((cmd_name, match.group(2).strip()))\n            elif stripped and not line.startswith(' '):\n                break\n    \n    return subcommands\n\n\ndef parse_description(help_text: str, cmd_name: str) -> str:\n    \"\"\"从帮助文本中提取一行简短描述\"\"\"\n    if not help_text:\n        return \"\"\n    \n    lines = help_text.strip().split('\\n')\n    \n    # 尝试多种格式:\n    # 1. 第一行就是描述\n\n[227 more lines in file. Use offset=253 to continue.]"}],"isError":false,"timestamp":1781252416373}}
{"type":"message","id":"62c419e6","parentId":"72184f1e","timestamp":"2026-06-12T08:20:29.370Z","message":{"role":"assistant","content":[{"type":"text","text":"让我检查一下 `org.list` 的 path 解析问题——它在 path 中多了 `.list` 前缀。让我看看发现命令的代码中 path 构建部分："},{"type":"toolCall","id":"call_50c8","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 检查 org 命令的子命令\nfor cmd in data['commands']:\n    if cmd['name'] == 'org':\n        for sub in cmd.get('subcommands', []):\n            print(f'org子命令: path={sub[\\\"path\\\"]}, name={sub[\\\"name\\\"]}')\n            for sub2 in sub.get('subcommands', []):\n                print(f'  三级: path={sub2[\\\"path\\\"]}, name={sub2[\\\"name\\\"]}, desc={sub2[\\\"description\\\"][:50]}')\n\n# 检查 run 命令\nfor cmd in data['commands']:\n    if cmd['name'] == 'run':\n        for sub in cmd.get('subcommands', []):\n            print(f'run子命令: path={sub[\\\"path\\\"]}, name={sub[\\\"name\\\"]}, has_sub={sub[\\\"has_subcommands\\\"]}')\n            for sub2 in sub.get('subcommands', []):\n                print(f'  三级: path={sub2[\\\"path\\\"]}, name={sub2[\\\"name\\\"]}, desc={sub2[\\\"description\\\"][:50]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":593,"output":319,"cacheRead":53600,"cacheWrite":0,"totalTokens":54512,"cost":{"input":0.0008302,"output":0.0014036,"cacheRead":0.013936,"cacheWrite":0,"total":0.0161698}},"stopReason":"toolUse","timestamp":1781252416375,"responseId":"chatcmpl-RMHuSL6dGqFD21sWlQPFODl1","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"ea3f7ce7","parentId":"62c419e6","timestamp":"2026-06-12T08:20:29.406Z","message":{"role":"toolResult","toolCallId":"call_50c8","toolName":"bash","content":[{"type":"text","text":"org子命令: path=org.list:, name=list:\n  三级: path=org.list:.list:, name=list:, desc=List organizations for the authenticated user.\nrun子命令: path=run.cancel, name=cancel, has_sub=False\nrun子命令: path=run.delete, name=delete, has_sub=False\nrun子命令: path=run.download, name=download, has_sub=False\nrun子命令: path=run.list, name=list, has_sub=False\nrun子命令: path=run.rerun, name=rerun, has_sub=True\n  三级: path=run.rerun.gh, name=gh, desc=run view <run-id> --json jobs --jq '.jobs[] | {nam\nrun子命令: path=run.view, name=view, has_sub=False\nrun子命令: path=run.watch, name=watch, has_sub=False\n"}],"isError":false,"timestamp":1781252429406}}
{"type":"message","id":"be874b51","parentId":"ea3f7ce7","timestamp":"2026-06-12T08:20:34.339Z","message":{"role":"assistant","content":[{"type":"text","text":"我看到两个问题：\n1. `gh org list --help` 的输出中，`ALIASES` 部分的 `gh org ls` 行被解析成了子命令，且冒号格式把 `list:` 当成了命令名\n2. `gh run rerun --help` 的帮助文本中，示例代码 `gh run view <run-id>` 被误解析为子命令\n\n这些都是 Cobra 格式解析器的 bug。让我修复："},{"type":"toolCall","id":"call_db6b","name":"bash","arguments":{"command":"# 看看 org 的帮助输出中有什么\ngh org --help 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":213,"output":126,"cacheRead":54496,"cacheWrite":0,"totalTokens":54835,"cost":{"input":0.0002982,"output":0.0005544,"cacheRead":0.01416896,"cacheWrite":0,"total":0.01502156}},"stopReason":"toolUse","timestamp":1781252429407,"responseId":"chatcmpl-RI2AbxPNAoizwsslSLFgcq67","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"3f6ae3d6","parentId":"be874b51","timestamp":"2026-06-12T08:20:34.378Z","message":{"role":"toolResult","toolCallId":"call_db6b","toolName":"bash","content":[{"type":"text","text":"Work with GitHub organizations.\n\nUSAGE\n  gh org <command> [flags]\n\nGENERAL COMMANDS\n  list:          List organizations for the authenticated user.\n\nINHERITED FLAGS\n  --help   Show help for command\n\nEXAMPLES\n  $ gh org list\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn about exit codes using `gh help exit-codes`\n  Learn about accessibility experiences using `gh help accessibility`\n\n"}],"isError":false,"timestamp":1781252434378}}
{"type":"message","id":"49526375","parentId":"3f6ae3d6","timestamp":"2026-06-12T08:20:37.270Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_4d13","name":"bash","arguments":{"command":"gh run rerun --help 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":139,"output":19,"cacheRead":54816,"cacheWrite":0,"totalTokens":54974,"cost":{"input":0.0001946,"output":0.0000836,"cacheRead":0.01425216,"cacheWrite":0,"total":0.014530359999999999}},"stopReason":"toolUse","timestamp":1781252434379,"responseId":"chatcmpl-ROMUEb6c11mURUASmB6sgf8x","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"097a3036","parentId":"49526375","timestamp":"2026-06-12T08:20:37.313Z","message":{"role":"toolResult","toolCallId":"call_4d13","toolName":"bash","content":[{"type":"text","text":"Rerun an entire run, only failed jobs, or a specific job from a run.\n\nNote that due to historical reasons, the `--job` flag may not take what you expect.\nSpecifically, when navigating to a job in the browser, the URL looks like this:\n`https://github.com/<owner>/<repo>/actions/runs/<run-id>/jobs/<number>`.\n\nHowever, this `<number>` should not be used with the `--job` flag and will result in the\nAPI returning `404 NOT FOUND`. Instead, you can get the correct job IDs using the following command:\n\n\tgh run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\n\nYou will need to use databaseId field for triggering job re-runs.\n\n\nUSAGE\n  gh run rerun [<run-id>] [flags]\n\nFLAGS\n  -d, --debug        Rerun with debug logging\n      --failed       Rerun only failed jobs, including dependencies\n  -j, --job string   Rerun a specific job ID from a run, including dependencies\n\nINHERITED FLAGS\n      --help                     Show help for command\n  -R, --repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn about exit codes using `gh help exit-codes`\n  Learn about accessibility experiences using `gh help accessibility`\n\n"}],"isError":false,"timestamp":1781252437313}}
{"type":"message","id":"82f8a9ac","parentId":"097a3036","timestamp":"2026-06-12T08:21:06.804Z","message":{"role":"assistant","content":[{"type":"text","text":"好的，问题在于：\n\n1. `gh org --help` 中，`list:` 在\"GENERAL COMMANDS\"区域中（被 `command_zone_header` 识别到了），这是正确的。但 `org list` 的 `--help` 输出中有一个 `ALIASES` 区域和 `gh org ls` 行，被解析成了子命令。问题是 `discover_commands` 在尝试 `gh org list --help` 时，虽然 org list 不应该有子命令，但帮助文本里的 `ALIASES` 和 `FLAGS` 行里包含 `gh org ls` 这样的行被解析成了命令。\n\n2. `gh run rerun --help` 中，EXAMPLES 区域里的 `gh run view <run-id> --json ...` 被错误解析了。\n\n我需要改进解析器，在 Cobra 模式下更严格地只捕获\"命令区\"的条目，并且要确保 ALIASES 行不属于命令区："},{"type":"toolCall","id":"call_1ce4","name":"edit","arguments":{"edits":[{"newText":"    # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n    # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n    # 命令名后紧跟冒号，然后是空格和对齐的描述\n    # 需要区分子命令区和 FLAGS/INHERITED FLAGS 等区域\n    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    \n    # Cobra 帮助中，子命令在不同区域:\n    # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n    # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n    in_command_zone = False\n    # 识别命令区标题（全大写，包含 COMMANDS 或 ALIAS）\n    command_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?$',\n    )\n    # 别名区标题（也是命令的一种展示，但应标记为别名）\n    alias_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*ALIAS(?:ES)?\\s*:?\\s*$',\n    )\n    # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n    non_command_zone = re.compile(\n        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES?|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n        re.IGNORECASE\n    )\n    \n    in_alias_zone = False\n    for line in lines:\n        stripped = line.strip()\n        \n        # 检测别名区（别名单独展示，不是子命令）\n        if alias_zone_header.match(stripped):\n            in_alias_zone = True\n            in_command_zone = False\n            continue\n        \n        # 如果在别名区，跳过直到下一个分区\n        if in_alias_zone:\n            if stripped and not line.startswith(' '):\n                # 新的非缩进行 - 可能是新区\n                if command_zone_header.match(stripped):\n                    in_command_zone = True\n                    in_alias_zone = False\n                    continue\n                elif not cobra_pattern.match(line) and not line.startswith(' '):\n                    in_alias_zone = False\n            continue\n        \n        # 检测命令区开始\n        if command_zone_header.match(stripped):\n            in_command_zone = True\n            continue\n        \n        # 检测非命令区开始\n        if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n            if not command_zone_header.match(stripped):\n                in_command_zone = False\n                continue\n        \n        # 只在命令区解析子命令\n        if not in_command_zone:\n            continue\n        \n        m = cobra_pattern.match(line)\n        if m:\n            name = m.group(1)\n            desc = m.group(2).strip()\n            # 跳过选项格式（如 -R, --repo）\n            if name.startswith('-'):\n                continue\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    \n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches","oldText":"    # ===== 策略 1: Go/Cobra 格式 \"  cmd:  Description\" =====\n    # 很多 Go 工具 (gh, docker, kubectl, helm) 用这种格式\n    # 命令名后紧跟冒号，然后是空格和对齐的描述\n    # 需要区分子命令区和 FLAGS/INHERITED FLAGS 等区域\n    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    \n    # Cobra 帮助中，子命令在不同区域:\n    # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n    # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n    in_command_zone = False\n    # 识别命令区标题（全大写，包含 COMMANDS）\n    command_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?\\s*$',\n    )\n    # 识别命令区标题（也可能带 \"ALIAS\" 字样）\n    alias_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*ALIAS\\s*:?\\s*$',\n    )\n    # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n    non_command_zone = re.compile(\n        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n        re.IGNORECASE\n    )\n    \n    for line in lines:\n        stripped = line.strip()\n        \n        # 检测命令区开始\n        if command_zone_header.match(stripped) or alias_zone_header.match(stripped):\n            in_command_zone = True\n            continue\n        \n        # 检测非命令区开始\n        if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n            # 可能是新的分区标记\n            if not command_zone_header.match(stripped):\n                in_command_zone = False\n                continue\n        \n        # 只在命令区解析子命令\n        if not in_command_zone:\n            continue\n        \n        m = cobra_pattern.match(line)\n        if m:\n            name = m.group(1)\n            desc = m.group(2).strip()\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    \n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":367,"output":1719,"cacheRead":54944,"cacheWrite":0,"totalTokens":57030,"cost":{"input":0.0005138,"output":0.0075636,"cacheRead":0.01428544,"cacheWrite":0,"total":0.022362840000000002}},"stopReason":"toolUse","timestamp":1781252437314,"responseId":"chatcmpl-RmSQRs7l41ClVpRcLKJcVG7b","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"ac0783cd","parentId":"82f8a9ac","timestamp":"2026-06-12T08:21:06.849Z","message":{"role":"toolResult","toolCallId":"call_1ce4","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 123     # Cobra 帮助中，子命令在不同区域:\n 124     # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n 125     # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n 126     in_command_zone = False\n-127     # 识别命令区标题（全大写，包含 COMMANDS）\n+127     # 识别命令区标题（全大写，包含 COMMANDS 或 ALIAS）\n 128     command_zone_header = re.compile(\n-129         r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?\\s*$',\n+129         r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?$',\n 130     )\n-131     # 识别命令区标题（也可能带 \"ALIAS\" 字样）\n+131     # 别名区标题（也是命令的一种展示，但应标记为别名）\n 132     alias_zone_header = re.compile(\n-133         r'^[A-Z][A-Z\\s]*ALIAS\\s*:?\\s*$',\n+133         r'^[A-Z][A-Z\\s]*ALIAS(?:ES)?\\s*:?\\s*$',\n 134     )\n 135     # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n 136     non_command_zone = re.compile(\n-137         r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n+137         r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES?|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n 138         re.IGNORECASE\n 139     )\n 140     \n+141     in_alias_zone = False\n 141     for line in lines:\n 142         stripped = line.strip()\n 143         \n+145         # 检测别名区（别名单独展示，不是子命令）\n+146         if alias_zone_header.match(stripped):\n+147             in_alias_zone = True\n+148             in_command_zone = False\n+149             continue\n+150         \n+151         # 如果在别名区，跳过直到下一个分区\n+152         if in_alias_zone:\n+153             if stripped and not line.startswith(' '):\n+154                 # 新的非缩进行 - 可能是新区\n+155                 if command_zone_header.match(stripped):\n+156                     in_command_zone = True\n+157                     in_alias_zone = False\n+158                     continue\n+159                 elif not cobra_pattern.match(line) and not line.startswith(' '):\n+160                     in_alias_zone = False\n+161             continue\n+162         \n 144         # 检测命令区开始\n-145         if command_zone_header.match(stripped) or alias_zone_header.match(stripped):\n+164         if command_zone_header.match(stripped):\n 146             in_command_zone = True\n 147             continue\n 148         \n 149         # 检测非命令区开始\n 150         if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n-151             # 可能是新的分区标记\n 152             if not command_zone_header.match(stripped):\n 153                 in_command_zone = False\n 154                 continue\n 155         \n     ...\n 160         m = cobra_pattern.match(line)\n 161         if m:\n 162             name = m.group(1)\n 163             desc = m.group(2).strip()\n+182             # 跳过选项格式（如 -R, --repo）\n+183             if name.startswith('-'):\n+184                 continue\n 164             if name.lower() not in skip_commands and len(name) > 1 and desc:\n 165                 cobra_matches.append((name, desc))\n 166     \n 167     # 如果找到足够数量的 cobra 格式命令，直接使用\n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -123,33 +123,51 @@\n     # Cobra 帮助中，子命令在不同区域:\n     # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n     # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n     in_command_zone = False\n-    # 识别命令区标题（全大写，包含 COMMANDS）\n+    # 识别命令区标题（全大写，包含 COMMANDS 或 ALIAS）\n     command_zone_header = re.compile(\n-        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?\\s*$',\n+        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?$',\n     )\n-    # 识别命令区标题（也可能带 \"ALIAS\" 字样）\n+    # 别名区标题（也是命令的一种展示，但应标记为别名）\n     alias_zone_header = re.compile(\n-        r'^[A-Z][A-Z\\s]*ALIAS\\s*:?\\s*$',\n+        r'^[A-Z][A-Z\\s]*ALIAS(?:ES)?\\s*:?\\s*$',\n     )\n     # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n     non_command_zone = re.compile(\n-        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n+        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES?|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n         re.IGNORECASE\n     )\n     \n+    in_alias_zone = False\n     for line in lines:\n         stripped = line.strip()\n         \n+        # 检测别名区（别名单独展示，不是子命令）\n+        if alias_zone_header.match(stripped):\n+            in_alias_zone = True\n+            in_command_zone = False\n+            continue\n+        \n+        # 如果在别名区，跳过直到下一个分区\n+        if in_alias_zone:\n+            if stripped and not line.startswith(' '):\n+                # 新的非缩进行 - 可能是新区\n+                if command_zone_header.match(stripped):\n+                    in_command_zone = True\n+                    in_alias_zone = False\n+                    continue\n+                elif not cobra_pattern.match(line) and not line.startswith(' '):\n+                    in_alias_zone = False\n+            continue\n+        \n         # 检测命令区开始\n-        if command_zone_header.match(stripped) or alias_zone_header.match(stripped):\n+        if command_zone_header.match(stripped):\n             in_command_zone = True\n             continue\n         \n         # 检测非命令区开始\n         if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n-            # 可能是新的分区标记\n             if not command_zone_header.match(stripped):\n                 in_command_zone = False\n                 continue\n         \n@@ -160,8 +178,11 @@\n         m = cobra_pattern.match(line)\n         if m:\n             name = m.group(1)\n             desc = m.group(2).strip()\n+            # 跳过选项格式（如 -R, --repo）\n+            if name.startswith('-'):\n+                continue\n             if name.lower() not in skip_commands and len(name) > 1 and desc:\n                 cobra_matches.append((name, desc))\n     \n     # 如果找到足够数量的 cobra 格式命令，直接使用\n","firstChangedLine":127},"isError":false,"timestamp":1781252466849}}
{"type":"message","id":"341128c5","parentId":"ac0783cd","timestamp":"2026-06-12T08:21:10.402Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_5f22","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":50,"output":64,"cacheRead":57024,"cacheWrite":0,"totalTokens":57138,"cost":{"input":0.00007,"output":0.0002816,"cacheRead":0.01482624,"cacheWrite":0,"total":0.01517784}},"stopReason":"toolUse","timestamp":1781252466851,"responseId":"chatcmpl-RYyNLUeEEQwYVO4AcfBPilsS","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"0d658b65","parentId":"341128c5","timestamp":"2026-06-12T08:21:24.640Z","message":{"role":"toolResult","toolCallId":"call_5f22","toolName":"bash","content":[{"type":"text","text":"已保存到 /tmp/gh_cmds.json\n工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n顶层命令: 31\n子命令: 188\n合计: 219\n"}],"isError":false,"timestamp":1781252484640}}
{"type":"message","id":"d77af933","parentId":"0d658b65","timestamp":"2026-06-12T08:21:36.809Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_4d6a","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 检查问题区域\nprint('=== co 命令 ===')\nfor cmd in data['commands']:\n    if cmd['name'] == 'co':\n        print(f'  has_sub: {cmd[\\\"has_subcommands\\\"]}')\n        print(f'  subcmds: {cmd.get(\\\"subcommands\\\", [])}')\n\nprint()\nprint('=== org 命令 ===')\nfor cmd in data['commands']:\n    if cmd['name'] == 'org':\n        for sub in cmd.get('subcommands', []):\n            print(f'  {sub[\\\"path\\\"]}: has_sub={sub[\\\"has_subcommands\\\"]}')\n            if sub['has_subcommands']:\n                for s2 in sub['subcommands']:\n                    print(f'    {s2[\\\"path\\\"]}')\n\nprint()\nprint('=== run rerun ===')\nfor cmd in data['commands']:\n    if cmd['name'] == 'run':\n        for sub in cmd.get('subcommands', []):\n            if sub['name'] == 'rerun':\n                print(f'  {sub[\\\"path\\\"]}: has_sub={sub[\\\"has_subcommands\\\"]}')\n                if sub['has_subcommands']:\n                    for s2 in sub['subcommands']:\n                        print(f'    {s2[\\\"path\\\"]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":88,"output":305,"cacheRead":57120,"cacheWrite":0,"totalTokens":57513,"cost":{"input":0.00012319999999999999,"output":0.001342,"cacheRead":0.0148512,"cacheWrite":0,"total":0.016316400000000002}},"stopReason":"toolUse","timestamp":1781252484641,"responseId":"chatcmpl-RjJGIOSPTF0NNpK0BI6WYzSU","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"8807908a","parentId":"d77af933","timestamp":"2026-06-12T08:21:36.840Z","message":{"role":"toolResult","toolCallId":"call_4d6a","toolName":"bash","content":[{"type":"text","text":"=== co 命令 ===\n  has_sub: False\n  subcmds: []\n\n=== org 命令 ===\n  org.list:: has_sub=True\n    org.list:.list:\n\n=== run rerun ===\n  run.rerun: has_sub=True\n    run.rerun.gh\n"}],"isError":false,"timestamp":1781252496840}}
{"type":"message","id":"a589d628","parentId":"8807908a","timestamp":"2026-06-12T08:21:42.934Z","message":{"role":"assistant","content":[{"type":"text","text":"还有两个问题：\n1. `org list` 的命令名带冒号 `list:` 被作为名字了\n2. `run rerun` 错误地被标记为有子命令\n\n这是因为 Cobra 格式解析器把 `org list --help` 输出中的冒号行也匹配了。让我看看这段帮助内容实际长什么样："},{"type":"toolCall","id":"call_12a6","name":"bash","arguments":{"command":"# org list 帮助中哪里出了问题\ngh org list --help 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":79,"output":107,"cacheRead":57504,"cacheWrite":0,"totalTokens":57690,"cost":{"input":0.00011059999999999999,"output":0.0004708,"cacheRead":0.01495104,"cacheWrite":0,"total":0.01553244}},"stopReason":"toolUse","timestamp":1781252496841,"responseId":"chatcmpl-RqsyGRwBH11Xt5CeEr8zQkX5","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"7692424b","parentId":"a589d628","timestamp":"2026-06-12T08:21:42.978Z","message":{"role":"toolResult","toolCallId":"call_12a6","toolName":"bash","content":[{"type":"text","text":"List organizations for the authenticated user.\n\nUSAGE\n  gh org list [flags]\n\nALIASES\n  gh org ls\n\nFLAGS\n  -L, --limit int   Maximum number of organizations to list (default 30)\n\nINHERITED FLAGS\n  --help   Show help for command\n\nEXAMPLES\n  # List the first 30 organizations\n  $ gh org list\n  \n  # List more organizations\n  $ gh org list --limit 100\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn about exit codes using `gh help exit-codes`\n  Learn about accessibility experiences using `gh help accessibility`\n\n"}],"isError":false,"timestamp":1781252502978}}
{"type":"message","id":"381b1c4a","parentId":"7692424b","timestamp":"2026-06-12T08:21:52.197Z","message":{"role":"assistant","content":[{"type":"text","text":"我看到了——`org list` 的帮助页里有 `ALIASES: gh org ls` 行，但没有任何\"COMMANDS\"区域。所以脚本在这个叶子命令上不应该解析出任何子命令。\n\n问题出在：当 `discover_commands` 调用 `gh org list --help` 时，策略 1（Cobra格式）没有发现 `>=2` 个匹配（只有 `list:` 可能被匹配但被过滤了），但策略 2 或 3 可能匹配了什么。让我仔细检查："},{"type":"toolCall","id":"call_b807","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport discover_cmds as dc\n\n# 测试 org list 的帮助解析\nhelp_text = dc.get_help('gh', ['org', 'list'])\nprint('=== org list help (first 500 chars) ===')\nprint(help_text[:500] if help_text else 'None')\nprint()\n\nsubcmds = dc.parse_subcommands(help_text)\nprint('=== Parsed subcommands ===')\nfor name, desc in subcmds:\n    print(f'  {name}: {desc}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":187,"output":251,"cacheRead":57664,"cacheWrite":0,"totalTokens":58102,"cost":{"input":0.00026179999999999997,"output":0.0011044,"cacheRead":0.01499264,"cacheWrite":0,"total":0.01635884}},"stopReason":"toolUse","timestamp":1781252502978,"responseId":"chatcmpl-RIJkd24qgiNVSLfJfmHJYGbO","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"6db7d5a3","parentId":"381b1c4a","timestamp":"2026-06-12T08:21:52.276Z","message":{"role":"toolResult","toolCallId":"call_b807","toolName":"bash","content":[{"type":"text","text":"=== org list help (first 500 chars) ===\nList organizations for the authenticated user.\n\nUSAGE\n  gh org list [flags]\n\nALIASES\n  gh org ls\n\nFLAGS\n  -L, --limit int   Maximum number of organizations to list (default 30)\n\nINHERITED FLAGS\n  --help   Show help for command\n\nEXAMPLES\n  # List the first 30 organizations\n  $ gh org list\n  \n  # List more organizations\n  $ gh org list --limit 100\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn ab\n\n=== Parsed subcommands ===\n"}],"isError":false,"timestamp":1781252512276}}
{"type":"message","id":"1b0a4c29","parentId":"6db7d5a3","timestamp":"2026-06-12T08:21:58.170Z","message":{"role":"assistant","content":[{"type":"text","text":"好，`parse_subcommands` 正确返回空了。但为什么 JSON 中 `org.list:` 还有子命令？让我追踪更深入的问题："},{"type":"toolCall","id":"call_6a3b","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 看 org 的子命令详情\nfor cmd in data['commands']:\n    if cmd['name'] == 'org':\n        print(json.dumps(cmd, indent=2, ensure_ascii=False))\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":182,"output":135,"cacheRead":58080,"cacheWrite":0,"totalTokens":58397,"cost":{"input":0.0002548,"output":0.000594,"cacheRead":0.0151008,"cacheWrite":0,"total":0.015949599999999998}},"stopReason":"toolUse","timestamp":1781252512277,"responseId":"chatcmpl-RY9L57VEEX2vNhdQaRYD7sdm","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"6ebe36fa","parentId":"1b0a4c29","timestamp":"2026-06-12T08:21:58.211Z","message":{"role":"toolResult","toolCallId":"call_6a3b","toolName":"bash","content":[{"type":"text","text":"{\n  \"path\": \"org\",\n  \"name\": \"org\",\n  \"depth\": 1,\n  \"description\": \"Manage organizations\",\n  \"has_subcommands\": true,\n  \"subcommands\": [\n    {\n      \"path\": \"org.list:\",\n      \"name\": \"list:\",\n      \"depth\": 2,\n      \"description\": \"List organizations for the authenticated user.\",\n      \"has_subcommands\": true,\n      \"subcommands\": [\n        {\n          \"path\": \"org.list:.list:\",\n          \"name\": \"list:\",\n          \"depth\": 3,\n          \"description\": \"List organizations for the authenticated user.\",\n          \"has_subcommands\": true,\n          \"subcommands\": [\n            {\n              \"path\": \"org.list:.list:.list:\",\n              \"name\": \"list:\",\n              \"depth\": 4,\n              \"description\": \"List organizations for the authenticated user.\",\n              \"has_subcommands\": false,\n              \"subcommands\": [],\n              \"help_text\": \"Work with GitHub organizations.\\n\\nUSAGE\\n  gh org <command> [flags]\\n\\nGENERAL COMMANDS\\n  list:          List organizations for the authenticated user.\\n\\nINHERITED FLAGS\\n  --help   Show help for command\\n\\nEXAMPLES\\n  $ gh org list\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n\"\n            }\n          ],\n          \"help_text\": \"Work with GitHub organizations.\\n\\nUSAGE\\n  gh org <command> [flags]\\n\\nGENERAL COMMANDS\\n  list:          List organizations for the authenticated user.\\n\\nINHERITED FLAGS\\n  --help   Show help for command\\n\\nEXAMPLES\\n  $ gh org list\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n\"\n        }\n      ],\n      \"help_text\": \"Work with GitHub organizations.\\n\\nUSAGE\\n  gh org <command> [flags]\\n\\nGENERAL COMMANDS\\n  list:          List organizations for the authenticated user.\\n\\nINHERITED FLAGS\\n  --help   Show help for command\\n\\nEXAMPLES\\n  $ gh org list\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n\"\n    }\n  ],\n  \"help_text\": \"Work with GitHub organizations.\\n\\nUSAGE\\n  gh org <command> [flags]\\n\\nGENERAL COMMANDS\\n  list:          List organizations for the authenticated user.\\n\\nINHERITED FLAGS\\n  --help   Show help for command\\n\\nEXAMPLES\\n  $ gh org list\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n\"\n}\n"}],"isError":false,"timestamp":1781252518211}}
{"type":"message","id":"c64a2d18","parentId":"6ebe36fa","timestamp":"2026-06-12T08:22:47.817Z","message":{"role":"assistant","content":[{"type":"text","text":"找到根本问题了！`org` 命令的帮助格式中，命令名是 `list:`（带冒号！），这导致：\n\n1. 第一个 `list:` 被解析为子命令名\n2. 当脚本尝试 `gh list: --help` 时（无效命令），它实际上执行了 `gh org --help`（回退到了父级），结果又看到了 `list:` \n3. 无限递归直到 max_depth\n\n问题在于 Cobra 格式 `name:  desc` 中，命令名后面的冒号被包含了。需要修改正则表达式来剥离冒号，或者在过滤时去掉尾部冒号："},{"type":"toolCall","id":"call_277c","name":"edit","arguments":{"edits":[{"newText":"    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    \n    # Cobra 帮助中，子命令在不同区域:\n    # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n    # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n    # 注意: Cobra 格式中命令名后带冒号（如 \"  list:  描述\"），\n    # 我们只取冒号前的命令名\n    in_command_zone = False\n    # 识别命令区标题（全大写，包含 COMMANDS 或 ALIAS）\n    command_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?$',\n    )\n    # 别名区标题（也是命令的一种展示，但应标记为别名）\n    alias_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*ALIAS(?:ES)?\\s*:?\\s*$',\n    )\n    # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n    non_command_zone = re.compile(\n        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES?|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n        re.IGNORECASE\n    )\n    \n    in_alias_zone = False\n    for line in lines:\n        stripped = line.strip()\n        \n        # 检测别名区（别名单独展示，不是子命令）\n        if alias_zone_header.match(stripped):\n            in_alias_zone = True\n            in_command_zone = False\n            continue\n        \n        # 如果在别名区，跳过直到下一个分区\n        if in_alias_zone:\n            if stripped and not line.startswith(' '):\n                # 新的非缩进行 - 可能是新区\n                if command_zone_header.match(stripped):\n                    in_command_zone = True\n                    in_alias_zone = False\n                    continue\n                elif not cobra_pattern.match(line) and not line.startswith(' '):\n                    in_alias_zone = False\n            continue\n        \n        # 检测命令区开始\n        if command_zone_header.match(stripped):\n            in_command_zone = True\n            continue\n        \n        # 检测非命令区开始\n        if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n            if not command_zone_header.match(stripped):\n                in_command_zone = False\n                continue\n        \n        # 只在命令区解析子命令\n        if not in_command_zone:\n            continue\n        \n        m = cobra_pattern.match(line)\n        if m:\n            # Cobra 格式中，冒号是分隔符，不是命令名的一部分\n            # 正则已经把冒号作为分隔符了，name 是冒号前的部分\n            name = m.group(1)  # 不含冒号\n            desc = m.group(2).strip()\n            # 跳过选项格式（如 -R, --repo）\n            if name.startswith('-'):\n                continue\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    \n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches","oldText":"    cobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\n    cobra_matches = []\n    \n    # Cobra 帮助中，子命令在不同区域:\n    # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n    # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n    in_command_zone = False\n    # 识别命令区标题（全大写，包含 COMMANDS 或 ALIAS）\n    command_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?$',\n    )\n    # 别名区标题（也是命令的一种展示，但应标记为别名）\n    alias_zone_header = re.compile(\n        r'^[A-Z][A-Z\\s]*ALIAS(?:ES)?\\s*:?\\s*$',\n    )\n    # 识别非命令区标题（FLAGS, USAGE, EXAMPLES 等）\n    non_command_zone = re.compile(\n        r'^(USAGE|FLAGS|OPTIONS|INHERITED|EXAMPLES?|DESCRIPTION|LEARN|SEE|GLOBAL|ARGUMENTS|ENVIRONMENT)[:\\s]',\n        re.IGNORECASE\n    )\n    \n    in_alias_zone = False\n    for line in lines:\n        stripped = line.strip()\n        \n        # 检测别名区（别名单独展示，不是子命令）\n        if alias_zone_header.match(stripped):\n            in_alias_zone = True\n            in_command_zone = False\n            continue\n        \n        # 如果在别名区，跳过直到下一个分区\n        if in_alias_zone:\n            if stripped and not line.startswith(' '):\n                # 新的非缩进行 - 可能是新区\n                if command_zone_header.match(stripped):\n                    in_command_zone = True\n                    in_alias_zone = False\n                    continue\n                elif not cobra_pattern.match(line) and not line.startswith(' '):\n                    in_alias_zone = False\n            continue\n        \n        # 检测命令区开始\n        if command_zone_header.match(stripped):\n            in_command_zone = True\n            continue\n        \n        # 检测非命令区开始\n        if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n            if not command_zone_header.match(stripped):\n                in_command_zone = False\n                continue\n        \n        # 只在命令区解析子命令\n        if not in_command_zone:\n            continue\n        \n        m = cobra_pattern.match(line)\n        if m:\n            name = m.group(1)\n            desc = m.group(2).strip()\n            # 跳过选项格式（如 -R, --repo）\n            if name.startswith('-'):\n                continue\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n                cobra_matches.append((name, desc))\n    \n    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":783,"output":1732,"cacheRead":58368,"cacheWrite":0,"totalTokens":60883,"cost":{"input":0.0010961999999999999,"output":0.0076208000000000005,"cacheRead":0.01517568,"cacheWrite":0,"total":0.02389268}},"stopReason":"toolUse","timestamp":1781252518213,"responseId":"chatcmpl-RB1VwviHn2Td5nyNsyTookGw","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"49718efb","parentId":"c64a2d18","timestamp":"2026-06-12T08:22:47.832Z","message":{"role":"toolResult","toolCallId":"call_277c","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 122     \n 123     # Cobra 帮助中，子命令在不同区域:\n 124     # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n 125     # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n+126     # 注意: Cobra 格式中命令名后带冒号（如 \"  list:  描述\"），\n+127     # 我们只取冒号前的命令名\n 126     in_command_zone = False\n 127     # 识别命令区标题（全大写，包含 COMMANDS 或 ALIAS）\n 128     command_zone_header = re.compile(\n 129         r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?$',\n     ...\n 176             continue\n 177         \n 178         m = cobra_pattern.match(line)\n 179         if m:\n-180             name = m.group(1)\n+182             # Cobra 格式中，冒号是分隔符，不是命令名的一部分\n+183             # 正则已经把冒号作为分隔符了，name 是冒号前的部分\n+184             name = m.group(1)  # 不含冒号\n 181             desc = m.group(2).strip()\n 182             # 跳过选项格式（如 -R, --repo）\n 183             if name.startswith('-'):\n 184                 continue\n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -122,8 +122,10 @@\n     \n     # Cobra 帮助中，子命令在不同区域:\n     # CORE COMMANDS, GITHUB ACTIONS COMMANDS, ADDITIONAL COMMANDS 等\n     # 在 USAGE、FLAGS、INHERITED FLAGS 等区域停止解析\n+    # 注意: Cobra 格式中命令名后带冒号（如 \"  list:  描述\"），\n+    # 我们只取冒号前的命令名\n     in_command_zone = False\n     # 识别命令区标题（全大写，包含 COMMANDS 或 ALIAS）\n     command_zone_header = re.compile(\n         r'^[A-Z][A-Z\\s]*COMMANDS?\\s*:?$',\n@@ -176,9 +178,11 @@\n             continue\n         \n         m = cobra_pattern.match(line)\n         if m:\n-            name = m.group(1)\n+            # Cobra 格式中，冒号是分隔符，不是命令名的一部分\n+            # 正则已经把冒号作为分隔符了，name 是冒号前的部分\n+            name = m.group(1)  # 不含冒号\n             desc = m.group(2).strip()\n             # 跳过选项格式（如 -R, --repo）\n             if name.startswith('-'):\n                 continue\n","firstChangedLine":126},"isError":false,"timestamp":1781252567832}}
{"type":"message","id":"8623c4c3","parentId":"49718efb","timestamp":"2026-06-12T08:22:52.816Z","message":{"role":"assistant","content":[{"type":"text","text":"现在问题在于，虽然正则已经用 `:` 作为分隔符了，但那个 `org` 的帮助中 `list:` 后面的内容被解析出来。让我再仔细检查一下实际输入："},{"type":"toolCall","id":"call_626b","name":"bash","arguments":{"command":"# org --help 的 GENERAL COMMANDS 行\ngh org --help 2>&1 | grep -n \"list\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":63,"output":76,"cacheRead":60864,"cacheWrite":0,"totalTokens":61003,"cost":{"input":0.0000882,"output":0.0003344,"cacheRead":0.01582464,"cacheWrite":0,"total":0.01624724}},"stopReason":"toolUse","timestamp":1781252567834,"responseId":"chatcmpl-RLMWyzRlgh2SQZt1lZ66PoUw","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"6228dc43","parentId":"8623c4c3","timestamp":"2026-06-12T08:22:52.857Z","message":{"role":"toolResult","toolCallId":"call_626b","toolName":"bash","content":[{"type":"text","text":"7:  list:          List organizations for the authenticated user.\n13:  $ gh org list\n"}],"isError":false,"timestamp":1781252572857}}
{"type":"message","id":"d4eb47ec","parentId":"6228dc43","timestamp":"2026-06-12T08:23:05.322Z","message":{"role":"assistant","content":[{"type":"text","text":"我看到了！`  list:          List organizations for the authenticated user.` ——这行中 `list` 是命令名（冒号前的部分），正则 `(\\w[\\w-]*):\\s+(.+)` 应该正确匹配为 `name=list, desc=List organizations...`。\n\n问题可能出在当 `discover_commands` 把 `list` 作为 `org` 的子命令后，递归调用 `gh org list --help` 时，帮助文本中没有 \"COMMANDS\" 区域，但 `org list --help` 的输出中只有 ALIASES 和 FLAGS——所以 `parse_subcommands` 应该返回空。\n\n但 JSON 中显示 `org.list:` 路径里面 name 是 `list:`（带冒号），这表明正则匹配没有正确工作。让我加一些调试："},{"type":"toolCall","id":"call_a2b6","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport discover_cmds as dc\nimport re\n\n# 测试 org 帮助文本的 Cobra 格式解析\nhelp_text = dc.get_help('gh', ['org'])\nlines = help_text.split('\\n')\n\ncobra_pattern = re.compile(r'^\\s{1,12}(\\w[\\w-]*):\\s+(.+)$')\nfor i, line in enumerate(lines):\n    m = cobra_pattern.match(line)\n    if m:\n        print(f'Line {i}: name={m.group(1)!r}, desc={m.group(2).strip()!r}')\n\n# 测试 parse_subcommands\nsubcmds = dc.parse_subcommands(help_text)\nprint()\nprint('Parsed subcommands:')\nfor name, desc in subcmds:\n    print(f'  {name!r}: {desc!r}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":37,"output":382,"cacheRead":60992,"cacheWrite":0,"totalTokens":61411,"cost":{"input":0.0000518,"output":0.0016808,"cacheRead":0.01585792,"cacheWrite":0,"total":0.017590520000000002}},"stopReason":"toolUse","timestamp":1781252572858,"responseId":"chatcmpl-RudvlGL4xOVXp9tvXE3HgcHf","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"4da3ccdb","parentId":"d4eb47ec","timestamp":"2026-06-12T08:23:05.401Z","message":{"role":"toolResult","toolCallId":"call_a2b6","toolName":"bash","content":[{"type":"text","text":"Line 6: name='list', desc='List organizations for the authenticated user.'\n\nParsed subcommands:\n  'list:': 'List organizations for the authenticated user.'\n"}],"isError":false,"timestamp":1781252585401}}
{"type":"message","id":"d6ad983a","parentId":"4da3ccdb","timestamp":"2026-06-12T08:23:23.140Z","message":{"role":"assistant","content":[{"type":"text","text":"问题找到了！Cobra 模式没有被触发（因为只有 1 个匹配，< 2），所以走了策略 2。策略 2 的正则 `^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$` 匹配了 `  list:          List organizations...`，其中 `list:` 被当成命令名。\n\n需要修复策略 2，让它也能处理带冒号的格式，以及让策略 1 只需要 >=1 就触发（对于像 `org` 这种只有一个子命令的情况）："},{"type":"toolCall","id":"call_c0bf","name":"edit","arguments":{"edits":[{"newText":"    # 如果找到任意数量的 cobra 格式命令，直接使用\n    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n    if cobra_matches:\n        return cobra_matches","oldText":"    # 如果找到足够数量的 cobra 格式命令，直接使用\n    if len(cobra_matches) >= 2:\n        return cobra_matches"},{"newText":"        # 尝试匹配命令行: \"  command_name   Description\"\n        # 或 \"  command_name\\tDescription\"\n        # 也要处理 Cobra 格式: \"  command_name:   Description\"\n        # 先尝试带冒号的 Cobra 格式\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*):\\s+(.+)$', line)\n        if not match:\n            # 不带冒号的普通格式\n            match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n        if match:\n            name = match.group(2)\n            desc = match.group(3 if match.lastindex >= 3 else 2).strip()\n            # 跳过选项（以 - 开头）\n            if name.startswith('-'):\n                continue\n            if name.lower() not in skip_commands:\n                subcommands.append((name, desc))\n            continue","oldText":"        # 尝试匹配命令行: \"  command_name   Description\"\n        # 或 \"  command_name\\tDescription\"\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n        if match:\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands:\n                subcommands.append((name, desc))\n            continue"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":42,"output":606,"cacheRead":61408,"cacheWrite":0,"totalTokens":62056,"cost":{"input":0.0000588,"output":0.0026664,"cacheRead":0.01596608,"cacheWrite":0,"total":0.01869128}},"stopReason":"toolUse","timestamp":1781252585402,"responseId":"chatcmpl-RHLU8PfouLN6hoG8LsGJPAVu","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"0bb91aaf","parentId":"d6ad983a","timestamp":"2026-06-12T08:23:23.167Z","message":{"role":"toolResult","toolCallId":"call_c0bf","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 2 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 188                 continue\n 189             if name.lower() not in skip_commands and len(name) > 1 and desc:\n 190                 cobra_matches.append((name, desc))\n 191     \n-192     # 如果找到足够数量的 cobra 格式命令，直接使用\n-193     if len(cobra_matches) >= 2:\n+192     # 如果找到任意数量的 cobra 格式命令，直接使用\n+193     # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n+194     if cobra_matches:\n 194         return cobra_matches\n 195     \n 196     # ===== 策略 2: 带分区的帮助格式 =====\n 197     # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n     ...\n 226             break\n 227         \n 228         # 尝试匹配命令行: \"  command_name   Description\"\n 229         # 或 \"  command_name\\tDescription\"\n-230         match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n+231         # 也要处理 Cobra 格式: \"  command_name:   Description\"\n+232         # 先尝试带冒号的 Cobra 格式\n+233         match = re.match(r'^(\\s{1,12})(\\w[\\w-]*):\\s+(.+)$', line)\n+234         if not match:\n+235             # 不带冒号的普通格式\n+236             match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n 231         if match:\n 232             name = match.group(2)\n-233             desc = match.group(3).strip()\n+239             desc = match.group(3 if match.lastindex >= 3 else 2).strip()\n+240             # 跳过选项（以 - 开头）\n+241             if name.startswith('-'):\n+242                 continue\n 234             if name.lower() not in skip_commands:\n 235                 subcommands.append((name, desc))\n 236             continue\n 237         \n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -188,10 +188,11 @@\n                 continue\n             if name.lower() not in skip_commands and len(name) > 1 and desc:\n                 cobra_matches.append((name, desc))\n     \n-    # 如果找到足够数量的 cobra 格式命令，直接使用\n-    if len(cobra_matches) >= 2:\n+    # 如果找到任意数量的 cobra 格式命令，直接使用\n+    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n+    if cobra_matches:\n         return cobra_matches\n     \n     # ===== 策略 2: 带分区的帮助格式 =====\n     # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n@@ -226,12 +227,20 @@\n             break\n         \n         # 尝试匹配命令行: \"  command_name   Description\"\n         # 或 \"  command_name\\tDescription\"\n-        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n+        # 也要处理 Cobra 格式: \"  command_name:   Description\"\n+        # 先尝试带冒号的 Cobra 格式\n+        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*):\\s+(.+)$', line)\n+        if not match:\n+            # 不带冒号的普通格式\n+            match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n         if match:\n             name = match.group(2)\n-            desc = match.group(3).strip()\n+            desc = match.group(3 if match.lastindex >= 3 else 2).strip()\n+            # 跳过选项（以 - 开头）\n+            if name.startswith('-'):\n+                continue\n             if name.lower() not in skip_commands:\n                 subcommands.append((name, desc))\n             continue\n         \n","firstChangedLine":192},"isError":false,"timestamp":1781252603166}}
{"type":"message","id":"e5f89419","parentId":"0bb91aaf","timestamp":"2026-06-12T08:23:29.750Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_a1a1","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":52,"output":64,"cacheRead":62048,"cacheWrite":0,"totalTokens":62164,"cost":{"input":0.0000728,"output":0.0002816,"cacheRead":0.01613248,"cacheWrite":0,"total":0.016486880000000002}},"stopReason":"toolUse","timestamp":1781252603168,"responseId":"chatcmpl-Rec7td23Sxe4vCeoZuoCQB9K","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"49251299","parentId":"e5f89419","timestamp":"2026-06-12T08:23:44.513Z","message":{"role":"toolResult","toolCallId":"call_a1a1","toolName":"bash","content":[{"type":"text","text":"已保存到 /tmp/gh_cmds.json\n工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n顶层命令: 31\n子命令: 187\n合计: 218\n"}],"isError":false,"timestamp":1781252624513}}
{"type":"message","id":"2774fc27","parentId":"49251299","timestamp":"2026-06-12T08:23:55.301Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_b53d","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 检查 org 命令\nfor cmd in data['commands']:\n    if cmd['name'] == 'org':\n        for sub in cmd.get('subcommands', []):\n            print(f'org子命令: path={sub[\\\"path\\\"]}, name={sub[\\\"name\\\"]}, has_sub={sub[\\\"has_subcommands\\\"]}')\n\n# 检查 run rerun\nfor cmd in data['commands']:\n    if cmd['name'] == 'run':\n        for sub in cmd.get('subcommands', []):\n            if sub['name'] == 'rerun':\n                print(f'run.rerun: has_sub={sub[\\\"has_subcommands\\\"]}, subcmds={[s[\\\"name\\\"] for s in sub.get(\\\"subcommands\\\", [])]}')\n\n# 检查 co\nfor cmd in data['commands']:\n    if cmd['name'] == 'co':\n        print(f'co: has_sub={cmd[\\\"has_subcommands\\\"]}')\n\n# 三级子命令统计\ntriple_count = 0\nfor cmd in data['commands']:\n    for sub in cmd.get('subcommands', []):\n        triple_count += len(sub.get('subcommands', []))\nprint(f'三级子命令: {triple_count}')\nprint(f'统计: 顶层={data[\\\"stats\\\"][\\\"top_level_commands\\\"]}, 子命令={data[\\\"stats\\\"][\\\"sub_commands\\\"]}, 总计={data[\\\"stats\\\"][\\\"total\\\"]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":89,"output":347,"cacheRead":62144,"cacheWrite":0,"totalTokens":62580,"cost":{"input":0.0001246,"output":0.0015268,"cacheRead":0.01615744,"cacheWrite":0,"total":0.01780884}},"stopReason":"toolUse","timestamp":1781252624514,"responseId":"chatcmpl-RuDkGjXOdqcGdNFioFyA9ubQ","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"98358598","parentId":"2774fc27","timestamp":"2026-06-12T08:23:55.338Z","message":{"role":"toolResult","toolCallId":"call_b53d","toolName":"bash","content":[{"type":"text","text":"org子命令: path=org.list, name=list, has_sub=False\nrun.rerun: has_sub=True, subcmds=['gh']\nco: has_sub=False\n三级子命令: 14\n统计: 顶层=31, 子命令=187, 总计=218\n"}],"isError":false,"timestamp":1781252635338}}
{"type":"message","id":"08ed405b","parentId":"98358598","timestamp":"2026-06-12T08:24:01.373Z","message":{"role":"assistant","content":[{"type":"text","text":"`org` 和 `co` 修复了！但 `run rerun` 还是有错误的子命令 `gh`。让我看看为什么："},{"type":"toolCall","id":"call_8fb2","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport discover_cmds as dc\n\n# 看 run rerun 的帮助文本\nhelp_text = dc.get_help('gh', ['run', 'rerun'])\nprint('=== run rerun help ===')\nprint(help_text[:1500] if help_text else 'None')\nprint()\nsubcmds = dc.parse_subcommands(help_text)\nprint('=== parsed subcommands ===')\nfor name, desc in subcmds:\n    print(f'  {name!r}: {desc!r}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":9493,"output":170,"cacheRead":53152,"cacheWrite":0,"totalTokens":62815,"cost":{"input":0.013290199999999999,"output":0.0007480000000000001,"cacheRead":0.01381952,"cacheWrite":0,"total":0.02785772}},"stopReason":"toolUse","timestamp":1781252635340,"responseId":"chatcmpl-RR0D5ZZTqgmS4ktNeUl7gVVe","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"6ae87e50","parentId":"08ed405b","timestamp":"2026-06-12T08:24:01.451Z","message":{"role":"toolResult","toolCallId":"call_8fb2","toolName":"bash","content":[{"type":"text","text":"=== run rerun help ===\nRerun an entire run, only failed jobs, or a specific job from a run.\n\nNote that due to historical reasons, the `--job` flag may not take what you expect.\nSpecifically, when navigating to a job in the browser, the URL looks like this:\n`https://github.com/<owner>/<repo>/actions/runs/<run-id>/jobs/<number>`.\n\nHowever, this `<number>` should not be used with the `--job` flag and will result in the\nAPI returning `404 NOT FOUND`. Instead, you can get the correct job IDs using the following command:\n\n\tgh run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\n\nYou will need to use databaseId field for triggering job re-runs.\n\n\nUSAGE\n  gh run rerun [<run-id>] [flags]\n\nFLAGS\n  -d, --debug        Rerun with debug logging\n      --failed       Rerun only failed jobs, including dependencies\n  -j, --job string   Rerun a specific job ID from a run, including dependencies\n\nINHERITED FLAGS\n      --help                     Show help for command\n  -R, --repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn about exit codes using `gh help exit-codes`\n  Learn about accessibility experiences using `gh help accessibility`\n\n\n\n=== parsed subcommands ===\n  'gh': \"run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\"\n"}],"isError":false,"timestamp":1781252641451}}
{"type":"message","id":"08f38221","parentId":"6ae87e50","timestamp":"2026-06-12T08:24:28.843Z","message":{"role":"assistant","content":[{"type":"text","text":"问题找到了！`run rerun --help` 的帮助文本中，示例部分包含 `gh run view <run-id> ...` 这样的行，在 Cobra 格式下，`gh:` 被解析为命令名。而这是在 EXAMPLES 区域的，不应该被解析。\n\n问题在于 `parse_subcommands` 的策略 1（Cobra格式）中，当没有 `COMMANDS` 标题区域时，整个文本都会被扫描。需要修复：只有在命令区域内才解析，或者确保在没有明确命令区的情况下不使用 Cobra 解析："},{"type":"toolCall","id":"call_b711","name":"edit","arguments":{"edits":[{"newText":"    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n    # 但需要验证这些是真正的子命令而非误匹配\n    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n    if cobra_matches:\n        # 检查是否在命令区域内找到的（验证）\n        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n        usage_has_command = False\n        for line in lines:\n            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n                # 下一行或当前行应该包含 <command> 或类似的\n                pass\n            if '<command>' in line or '<subcommand>' in line:\n                usage_has_command = True\n                break\n        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n        # 实际上cobra_matches已经是在command_zone内匹配的了\n        # 但为了安全，也要检查USAGE行\n        for line in lines:\n            stripped_lower = line.strip().lower()\n            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n                # 检查同一行或下一行\n                idx = lines.index(line)\n                for check_line in lines[idx:idx+2]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        usage_has_command = True\n                        break\n        \n        if cobra_matches and usage_has_command:\n            return cobra_matches\n        elif cobra_matches:\n            # 没有子命令占位符，可能是叶子命令（没有子命令）\n            # 不返回误匹配的结果\n            return []\n    \n    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n    cobra_matches = []","oldText":"    # 如果找到任意数量的 cobra 格式命令，直接使用\n    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n    if cobra_matches:\n        return cobra_matches"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":633,"output":671,"cacheRead":62560,"cacheWrite":0,"totalTokens":63864,"cost":{"input":0.0008862,"output":0.0029524,"cacheRead":0.0162656,"cacheWrite":0,"total":0.020104200000000003}},"stopReason":"toolUse","timestamp":1781252641453,"responseId":"chatcmpl-R84GV7uRSTQdYDUXlv9b2LiH","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"ff348fa5","parentId":"08f38221","timestamp":"2026-06-12T08:24:28.862Z","message":{"role":"toolResult","toolCallId":"call_b711","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 188                 continue\n 189             if name.lower() not in skip_commands and len(name) > 1 and desc:\n 190                 cobra_matches.append((name, desc))\n 191     \n-192     # 如果找到任意数量的 cobra 格式命令，直接使用\n+192     # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n 193     # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n+194     # 但需要验证这些是真正的子命令而非误匹配\n+195     # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n 194     if cobra_matches:\n-195         return cobra_matches\n+197         # 检查是否在命令区域内找到的（验证）\n+198         # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n+199         usage_has_command = False\n+200         for line in lines:\n+201             if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n+202                 # 下一行或当前行应该包含 <command> 或类似的\n+203                 pass\n+204             if '<command>' in line or '<subcommand>' in line:\n+205                 usage_has_command = True\n+206                 break\n+207         # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n+208         # 实际上cobra_matches已经是在command_zone内匹配的了\n+209         # 但为了安全，也要检查USAGE行\n+210         for line in lines:\n+211             stripped_lower = line.strip().lower()\n+212             if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n+213                 # 检查同一行或下一行\n+214                 idx = lines.index(line)\n+215                 for check_line in lines[idx:idx+2]:\n+216                     if '<command>' in check_line or '<subcommand>' in check_line:\n+217                         usage_has_command = True\n+218                         break\n+219         \n+220         if cobra_matches and usage_has_command:\n+221             return cobra_matches\n+222         elif cobra_matches:\n+223             # 没有子命令占位符，可能是叶子命令（没有子命令）\n+224             # 不返回误匹配的结果\n+225             return []\n 196     \n+227     # Cobra 格式匹配为空或不可信，继续尝试其他格式\n+228     cobra_matches = []\n+229     \n 197     # ===== 策略 2: 带分区的帮助格式 =====\n 198     # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n 199     # 在分区标记后提取缩进的命令行\n 200     section_headers = re.compile(\n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -188,13 +188,46 @@\n                 continue\n             if name.lower() not in skip_commands and len(name) > 1 and desc:\n                 cobra_matches.append((name, desc))\n     \n-    # 如果找到任意数量的 cobra 格式命令，直接使用\n+    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n     # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n+    # 但需要验证这些是真正的子命令而非误匹配\n+    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n     if cobra_matches:\n-        return cobra_matches\n+        # 检查是否在命令区域内找到的（验证）\n+        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n+        usage_has_command = False\n+        for line in lines:\n+            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n+                # 下一行或当前行应该包含 <command> 或类似的\n+                pass\n+            if '<command>' in line or '<subcommand>' in line:\n+                usage_has_command = True\n+                break\n+        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n+        # 实际上cobra_matches已经是在command_zone内匹配的了\n+        # 但为了安全，也要检查USAGE行\n+        for line in lines:\n+            stripped_lower = line.strip().lower()\n+            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n+                # 检查同一行或下一行\n+                idx = lines.index(line)\n+                for check_line in lines[idx:idx+2]:\n+                    if '<command>' in check_line or '<subcommand>' in check_line:\n+                        usage_has_command = True\n+                        break\n+        \n+        if cobra_matches and usage_has_command:\n+            return cobra_matches\n+        elif cobra_matches:\n+            # 没有子命令占位符，可能是叶子命令（没有子命令）\n+            # 不返回误匹配的结果\n+            return []\n     \n+    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n+    cobra_matches = []\n+    \n     # ===== 策略 2: 带分区的帮助格式 =====\n     # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n     # 在分区标记后提取缩进的命令行\n     section_headers = re.compile(\n","firstChangedLine":192},"isError":false,"timestamp":1781252668862}}
{"type":"message","id":"3d3af904","parentId":"ff348fa5","timestamp":"2026-06-12T08:24:33.388Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_285b","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":1124,"output":64,"cacheRead":62784,"cacheWrite":0,"totalTokens":63972,"cost":{"input":0.0015735999999999999,"output":0.0002816,"cacheRead":0.01632384,"cacheWrite":0,"total":0.01817904}},"stopReason":"toolUse","timestamp":1781252668864,"responseId":"chatcmpl-R3VkdNrCZpIKjw7MKPXnt1ev","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"56e64111","parentId":"3d3af904","timestamp":"2026-06-12T08:24:47.672Z","message":{"role":"toolResult","toolCallId":"call_285b","toolName":"bash","content":[{"type":"text","text":"已保存到 /tmp/gh_cmds.json\n工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n顶层命令: 31\n子命令: 187\n合计: 218\n"}],"isError":false,"timestamp":1781252687672}}
{"type":"message","id":"ed3839aa","parentId":"56e64111","timestamp":"2026-06-12T08:24:55.194Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_8c97","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 检查 run rerun\nfor cmd in data['commands']:\n    if cmd['name'] == 'run':\n        for sub in cmd.get('subcommands', []):\n            if sub['name'] == 'rerun':\n                print(f'run.rerun: has_sub={sub[\\\"has_subcommands\\\"]}, subcmds={sub.get(\\\"subcommands\\\", [])}')\n\n# 三级子命令清单\nfor cmd in data['commands']:\n    for sub in cmd.get('subcommands', []):\n        if sub.get('subcommands'):\n            for s2 in sub['subcommands']:\n                print(f'  {cmd[\\\"name\\\"]}.{sub[\\\"name\\\"]}.{s2[\\\"name\\\"]}: {s2[\\\"description\\\"][:50]}')\n\n# 总数统计\nprint()\nprint(f'统计: 顶层={data[\\\"stats\\\"][\\\"top_level_commands\\\"]}, 子命令={data[\\\"stats\\\"][\\\"sub_commands\\\"]}, 总计={data[\\\"stats\\\"][\\\"total\\\"]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":73,"output":251,"cacheRead":63968,"cacheWrite":0,"totalTokens":64292,"cost":{"input":0.00010219999999999999,"output":0.0011044,"cacheRead":0.01663168,"cacheWrite":0,"total":0.017838279999999998}},"stopReason":"toolUse","timestamp":1781252687673,"responseId":"chatcmpl-RUbOopVXBdeSRDKJMtfpYb46","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"af3492c1","parentId":"ed3839aa","timestamp":"2026-06-12T08:24:55.238Z","message":{"role":"toolResult","toolCallId":"call_8c97","toolName":"bash","content":[{"type":"text","text":"run.rerun: has_sub=True, subcmds=[{'path': 'run.rerun.gh', 'name': 'gh', 'depth': 3, 'description': \"run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\", 'has_subcommands': True, 'subcommands': [{'path': 'run.rerun.gh.gh', 'name': 'gh', 'depth': 4, 'description': \"run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\", 'has_subcommands': False, 'subcommands': [], 'help_text': \"Rerun an entire run, only failed jobs, or a specific job from a run.\\n\\nNote that due to historical reasons, the `--job` flag may not take what you expect.\\nSpecifically, when navigating to a job in the browser, the URL looks like this:\\n`https://github.com/<owner>/<repo>/actions/runs/<run-id>/jobs/<number>`.\\n\\nHowever, this `<number>` should not be used with the `--job` flag and will result in the\\nAPI returning `404 NOT FOUND`. Instead, you can get the correct job IDs using the following command:\\n\\n\\tgh run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\\n\\nYou will need to use databaseId field for triggering job re-runs.\\n\\n\\nUSAGE\\n  gh run rerun [<run-id>] [flags]\\n\\nFLAGS\\n  -d, --debug        Rerun with debug logging\\n      --failed       Rerun only failed jobs, including dependencies\\n  -j, --job string   Rerun a specific job ID from a run, including dependencies\\n\\nINHERITED FLAGS\\n      --help                     Show help for command\\n  -R, --repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n\"}], 'help_text': \"Rerun an entire run, only failed jobs, or a specific job from a run.\\n\\nNote that due to historical reasons, the `--job` flag may not take what you expect.\\nSpecifically, when navigating to a job in the browser, the URL looks like this:\\n`https://github.com/<owner>/<repo>/actions/runs/<run-id>/jobs/<number>`.\\n\\nHowever, this `<number>` should not be used with the `--job` flag and will result in the\\nAPI returning `404 NOT FOUND`. Instead, you can get the correct job IDs using the following command:\\n\\n\\tgh run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\\n\\nYou will need to use databaseId field for triggering job re-runs.\\n\\n\\nUSAGE\\n  gh run rerun [<run-id>] [flags]\\n\\nFLAGS\\n  -d, --debug        Rerun with debug logging\\n      --failed       Rerun only failed jobs, including dependencies\\n  -j, --job string   Rerun a specific job ID from a run, including dependencies\\n\\nINHERITED FLAGS\\n      --help                     Show help for command\\n  -R, --repo [HOST/]OWNER/REPO   Select another repository using the [HOST/]OWNER/REPO format\\n\\nLEARN MORE\\n  Use `gh <command> <subcommand> --help` for more information about a command.\\n  Read the manual at https://cli.github.com/manual\\n  Learn about exit codes using `gh help exit-codes`\\n  Learn about accessibility experiences using `gh help accessibility`\\n\\n\"}]\n  codespace.ports.forward: Forward ports\n  codespace.ports.visibility: Change the visibility of the forwarded port\n  repo.autolink.create: Create a new autolink reference\n  repo.autolink.delete: Delete an autolink reference\n  repo.autolink.list: List autolink references for a GitHub repository\n  repo.autolink.view: View an autolink reference\n  repo.deploy-key.add: Add a deploy key to a GitHub repository\n  repo.deploy-key.delete: Delete a deploy key from a GitHub repository\n  repo.deploy-key.list: List deploy keys in a GitHub repository\n  repo.gitignore.list: List available repository gitignore templates\n  repo.gitignore.view: View an available repository gitignore template\n  repo.license.list: List common repository licenses\n  repo.license.view: View a specific repository license\n  run.rerun.gh: run view <run-id> --json jobs --jq '.jobs[] | {nam\n\n统计: 顶层=31, 子命令=187, 总计=218\n"}],"isError":false,"timestamp":1781252695238}}
{"type":"message","id":"6e4cce45","parentId":"af3492c1","timestamp":"2026-06-12T08:25:01.355Z","message":{"role":"assistant","content":[{"type":"text","text":"`run.rerun.gh` 还是出现误解析。问题是：我虽然修复了 Cobra 格式的命令区检测逻辑，但 `parse_subcommands` 发现这个叶子命令有 Cobra 格式匹配，而且 USAGE 行中有 `gh run rerun [<run-id>] [flags]`——但没有 `<command>` 占位符。让我检查一下为什么检测没生效："},{"type":"toolCall","id":"call_eb40","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport discover_cmds as dc\n\n# 测试 run rerun\nhelp_text = dc.get_help('gh', ['run', 'rerun'])\nlines = help_text.split('\\n')\n\n# 看 USAGE 行\nfor i, line in enumerate(lines):\n    if 'USAGE' in line or 'usage' in line.lower() or '<command>' in line or '<subcommand>' in line:\n        print(f'Line {i}: {line!r}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":1532,"output":212,"cacheRead":63840,"cacheWrite":0,"totalTokens":65584,"cost":{"input":0.0021448,"output":0.0009328,"cacheRead":0.0165984,"cacheWrite":0,"total":0.019676}},"stopReason":"toolUse","timestamp":1781252695241,"responseId":"chatcmpl-Ru00YAyXxilWrLXjRBEjJ9ZY","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"0df2316d","parentId":"6e4cce45","timestamp":"2026-06-12T08:25:01.434Z","message":{"role":"toolResult","toolCallId":"call_eb40","toolName":"bash","content":[{"type":"text","text":"Line 14: 'USAGE'\nLine 27: '  Use `gh <command> <subcommand> --help` for more information about a command.'\n"}],"isError":false,"timestamp":1781252701434}}
{"type":"message","id":"5601bba8","parentId":"0df2316d","timestamp":"2026-06-12T08:25:28.691Z","message":{"role":"assistant","content":[{"type":"text","text":"问题找到了！USAGE 行是 `gh run rerun [<run-id>] [flags]`（没有 `<command>`），但 LEARN MORE 行 `Use \\`gh <command> <subcommand> --help\\`` 包含 `<command>` 和 `<subcommand>`。这导致 `usage_has_command` 被误判为 True。\n\n需要更严格地检查：只看紧接 USAGE 后的行，而不是全文搜索："},{"type":"toolCall","id":"call_553d","name":"edit","arguments":{"edits":[{"newText":"    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，需要验证\n    # 检查: 这个命令是否真的有子命令，通过检查 USAGE 行来判断\n    # USAGE 行形如 \"gh cmd <command> [flags]\" 或 \"gh cmd <subcommand> [flags]\"\n    # 如果有 <command> 或 <subcommand> 占位符，说明有子命令\n    # 如果没有，则是叶子命令，不应该返回子命令\n    if cobra_matches:\n        has_command_placeholder = False\n        for i, line in enumerate(lines):\n            stripped = line.strip()\n            # 找到 USAGE 行\n            if stripped == 'USAGE' or stripped.startswith('USAGE:'):\n                # 检查紧接着的 2 行\n                for check_line in lines[i+1:i+3]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        has_command_placeholder = True\n                        break\n                break  # 只看第一个 USAGE 区域\n        \n        if has_command_placeholder:\n            return cobra_matches\n        else:\n            # 叶子命令，没有子命令\n            return []\n    \n    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n    cobra_matches = []","oldText":"    # 如果找到任意数量的 cobra 格式命令，直接使用\n    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n    # 但需要验证这些是真正的子命令而非误匹配\n    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n    if cobra_matches:\n        # 检查是否在命令区域内找到的（验证）\n        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n        usage_has_command = False\n        for line in lines:\n            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n                # 下一行或当前行应该包含 <command> 或类似的\n                pass\n            if '<command>' in line or '<subcommand>' in line:\n                usage_has_command = True\n                break\n        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n        # 实际上cobra_matches已经是在command_zone内匹配的了\n        # 但为了安全，也要检查USAGE行\n        for line in lines:\n            stripped_lower = line.strip().lower()\n            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n                # 检查同一行或下一行\n                idx = lines.index(line)\n                for check_line in lines[idx:idx+2]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        usage_has_command = True\n                        break\n        \n        if cobra_matches and usage_has_command:\n            return cobra_matches\n        elif cobra_matches:\n            # 没有子命令占位符，可能是叶子命令（没有子命令）\n            # 不返回误匹配的结果\n            return []\n    \n    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n    cobra_matches = []"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":54,"output":878,"cacheRead":65568,"cacheWrite":0,"totalTokens":66500,"cost":{"input":0.0000756,"output":0.0038632000000000002,"cacheRead":0.01704768,"cacheWrite":0,"total":0.02098648}},"stopReason":"toolUse","timestamp":1781252701435,"responseId":"chatcmpl-RUUdrDkQ4xeiqrFlDhe6GsPY","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"82b0cddf","parentId":"5601bba8","timestamp":"2026-06-12T08:25:28.704Z","message":{"role":"toolResult","toolCallId":"call_553d","toolName":"edit","content":[{"type":"text","text":"Could not find the exact text in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py. The old text must match exactly including all whitespace and newlines."}],"details":{},"isError":true,"timestamp":1781252728704}}
{"type":"message","id":"a79c7122","parentId":"82b0cddf","timestamp":"2026-06-12T08:25:31.821Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_e23c","name":"read","arguments":{"limit":30,"offset":70,"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":60,"output":50,"cacheRead":66496,"cacheWrite":0,"totalTokens":66606,"cost":{"input":0.000084,"output":0.00022,"cacheRead":0.01728896,"cacheWrite":0,"total":0.017592959999999998}},"stopReason":"toolUse","timestamp":1781252728706,"responseId":"chatcmpl-R0iI1y8iFi9b2mpbfbNwmP6I","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"6ccb2ef0","parentId":"a79c7122","timestamp":"2026-06-12T08:25:31.833Z","message":{"role":"toolResult","toolCallId":"call_e23c","toolName":"read","content":[{"type":"text","text":"        return None\n\n\ndef get_version(tool: str, timeout: int = 10) -> str:\n    \"\"\"尝试获取工具版本\"\"\"\n    for flag in [\"--version\", \"-v\", \"version\"]:\n        output = run_cmd([tool, flag], timeout)\n        if output and output.strip():\n            return output.strip()\n    return \"未知\"\n\n\ndef get_help(tool: str, subpath: list[str], timeout: int = 15) -> Optional[str]:\n    \"\"\"获取某个命令的帮助文本\"\"\"\n    for flag in [\"--help\", \"-h\", \"help\", \"--help-all\"]:\n        parts = [tool] + subpath + [flag]\n        output = run_cmd(parts, timeout)\n        if output and len(output.strip()) > 20:\n            return output\n    return None\n\n\ndef parse_subcommands(help_text: str) -> list[tuple[str, str]]:\n    \"\"\"从帮助文本中解析子命令列表\n    \n    返回 [(命令名, 描述), ...]\n    \n    支持以下格式:\n    1. Cobra/Go 格式: \"  command:     Description\"\n    2. Rust/Clap 格式: \"  command     Description\"\n\n[447 more lines in file. Use offset=100 to continue.]"}],"isError":false,"timestamp":1781252731833}}
{"type":"message","id":"6a5e7ae1","parentId":"6ccb2ef0","timestamp":"2026-06-12T08:25:36.285Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_b9cb","name":"read","arguments":{"limit":50,"offset":140,"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":279,"output":50,"cacheRead":66592,"cacheWrite":0,"totalTokens":66921,"cost":{"input":0.0003906,"output":0.00022,"cacheRead":0.01731392,"cacheWrite":0,"total":0.01792452}},"stopReason":"toolUse","timestamp":1781252731835,"responseId":"chatcmpl-R24MstGQSHGafR8LuC9Uw4ih","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"ced97853","parentId":"6a5e7ae1","timestamp":"2026-06-12T08:25:36.290Z","message":{"role":"toolResult","toolCallId":"call_b9cb","toolName":"read","content":[{"type":"text","text":"        re.IGNORECASE\n    )\n    \n    in_alias_zone = False\n    for line in lines:\n        stripped = line.strip()\n        \n        # 检测别名区（别名单独展示，不是子命令）\n        if alias_zone_header.match(stripped):\n            in_alias_zone = True\n            in_command_zone = False\n            continue\n        \n        # 如果在别名区，跳过直到下一个分区\n        if in_alias_zone:\n            if stripped and not line.startswith(' '):\n                # 新的非缩进行 - 可能是新区\n                if command_zone_header.match(stripped):\n                    in_command_zone = True\n                    in_alias_zone = False\n                    continue\n                elif not cobra_pattern.match(line) and not line.startswith(' '):\n                    in_alias_zone = False\n            continue\n        \n        # 检测命令区开始\n        if command_zone_header.match(stripped):\n            in_command_zone = True\n            continue\n        \n        # 检测非命令区开始\n        if non_command_zone.match(stripped) or (stripped.isupper() and ':' not in stripped and len(stripped) > 3):\n            if not command_zone_header.match(stripped):\n                in_command_zone = False\n                continue\n        \n        # 只在命令区解析子命令\n        if not in_command_zone:\n            continue\n        \n        m = cobra_pattern.match(line)\n        if m:\n            # Cobra 格式中，冒号是分隔符，不是命令名的一部分\n            # 正则已经把冒号作为分隔符了，name 是冒号前的部分\n            name = m.group(1)  # 不含冒号\n            desc = m.group(2).strip()\n            # 跳过选项格式（如 -R, --repo）\n            if name.startswith('-'):\n                continue\n            if name.lower() not in skip_commands and len(name) > 1 and desc:\n\n[357 more lines in file. Use offset=190 to continue.]"}],"isError":false,"timestamp":1781252736290}}
{"type":"message","id":"4c886f5d","parentId":"ced97853","timestamp":"2026-06-12T08:25:39.525Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_9479","name":"read","arguments":{"limit":40,"offset":190,"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":428,"output":50,"cacheRead":66912,"cacheWrite":0,"totalTokens":67390,"cost":{"input":0.0005991999999999999,"output":0.00022,"cacheRead":0.01739712,"cacheWrite":0,"total":0.018216319999999998}},"stopReason":"toolUse","timestamp":1781252736292,"responseId":"chatcmpl-Rm7NIHvndCHAubrHgmFfJ9pP","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"bc7f3863","parentId":"4c886f5d","timestamp":"2026-06-12T08:25:39.537Z","message":{"role":"toolResult","toolCallId":"call_9479","toolName":"read","content":[{"type":"text","text":"                cobra_matches.append((name, desc))\n    \n    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n    # 但需要验证这些是真正的子命令而非误匹配\n    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n    if cobra_matches:\n        # 检查是否在命令区域内找到的（验证）\n        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n        usage_has_command = False\n        for line in lines:\n            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n                # 下一行或当前行应该包含 <command> 或类似的\n                pass\n            if '<command>' in line or '<subcommand>' in line:\n                usage_has_command = True\n                break\n        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n        # 实际上cobra_matches已经是在command_zone内匹配的了\n        # 但为了安全，也要检查USAGE行\n        for line in lines:\n            stripped_lower = line.strip().lower()\n            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n                # 检查同一行或下一行\n                idx = lines.index(line)\n                for check_line in lines[idx:idx+2]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        usage_has_command = True\n                        break\n        \n        if cobra_matches and usage_has_command:\n            return cobra_matches\n        elif cobra_matches:\n            # 没有子命令占位符，可能是叶子命令（没有子命令）\n            # 不返回误匹配的结果\n            return []\n    \n    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n    cobra_matches = []\n    \n\n[317 more lines in file. Use offset=230 to continue.]"}],"isError":false,"timestamp":1781252739536}}
{"type":"message","id":"b1e67efb","parentId":"bc7f3863","timestamp":"2026-06-12T08:26:00.937Z","message":{"role":"assistant","content":[{"type":"text","text":"现在让我用更精确的方式修复这段验证代码："},{"type":"toolCall","id":"call_36ee","name":"edit","arguments":{"edits":[{"newText":"    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，需要验证\n    # 检查: 这个命令是否真的有子命令，通过检查 USAGE 行来判断\n    # USAGE 行形如 \"gh cmd <command> [flags]\" 或 \"gh cmd <subcommand> [flags]\"\n    # 如果有 <command> 或 <subcommand> 占位符，说明有子命令\n    # 如果没有，则是叶子命令，不应该返回子命令\n    if cobra_matches:\n        has_command_placeholder = False\n        for i, line in enumerate(lines):\n            stripped = line.strip()\n            # 找到 USAGE 行\n            if stripped == 'USAGE' or stripped.startswith('USAGE:'):\n                # 检查紧接着的 2 行\n                for check_line in lines[i+1:i+3]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        has_command_placeholder = True\n                        break\n                break  # 只看第一个 USAGE 区域\n        \n        if has_command_placeholder:\n            return cobra_matches\n        else:\n            # 叶子命令，没有子命令\n            return []\n    \n    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n    cobra_matches = []","oldText":"    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，需要验证\n    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n    if cobra_matches:\n        # 检查是否在命令区域内找到的（验证）\n        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n        usage_has_command = False\n        for line in lines:\n            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n                # 下一行或当前行应该包含 <command> 或类似的\n                pass\n            if '<command>' in line or '<subcommand>' in line:\n                usage_has_command = True\n                break\n        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n        # 实际上cobra_matches已经是在command_zone内匹配的了\n        # 但为了安全，也要检查USAGE行\n        for line in lines:\n            stripped_lower = line.strip().lower()\n            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n                # 检查同一行或下一行\n                idx = lines.index(line)\n                for check_line in lines[idx:idx+2]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        usage_has_command = True\n                        break\n        \n        if cobra_matches and usage_has_command:\n            return cobra_matches\n        elif cobra_matches:\n            # 没有子命令占位符，可能是叶子命令（没有子命令）\n            # 不返回误匹配的结果\n            return []\n    \n    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n    cobra_matches = []"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":486,"output":775,"cacheRead":67360,"cacheWrite":0,"totalTokens":68621,"cost":{"input":0.0006804,"output":0.0034100000000000003,"cacheRead":0.0175136,"cacheWrite":0,"total":0.021604}},"stopReason":"toolUse","timestamp":1781252739538,"responseId":"chatcmpl-R73GkDjHjH0RzNM6l7so3ukD","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"ec5f23c1","parentId":"b1e67efb","timestamp":"2026-06-12T08:26:00.941Z","message":{"role":"toolResult","toolCallId":"call_36ee","toolName":"edit","content":[{"type":"text","text":"Could not find the exact text in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py. The old text must match exactly including all whitespace and newlines."}],"details":{},"isError":true,"timestamp":1781252760941}}
{"type":"message","id":"065c2af0","parentId":"ec5f23c1","timestamp":"2026-06-12T08:26:07.824Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_8ed8","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && grep -n \"如果找到任意数量\" discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":69,"output":49,"cacheRead":68608,"cacheWrite":0,"totalTokens":68726,"cost":{"input":0.00009659999999999999,"output":0.0002156,"cacheRead":0.01783808,"cacheWrite":0,"total":0.018150279999999998}},"stopReason":"toolUse","timestamp":1781252760943,"responseId":"chatcmpl-RvbgC4B0OCIygDwGrxQIK8sI","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"0daaf06d","parentId":"065c2af0","timestamp":"2026-06-12T08:26:07.843Z","message":{"role":"toolResult","toolCallId":"call_8ed8","toolName":"bash","content":[{"type":"text","text":"192:    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n"}],"isError":false,"timestamp":1781252767843}}
{"type":"message","id":"9927a941","parentId":"0daaf06d","timestamp":"2026-06-12T08:26:10.698Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_be57","name":"read","arguments":{"limit":35,"offset":192,"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":52,"output":50,"cacheRead":68704,"cacheWrite":0,"totalTokens":68806,"cost":{"input":0.0000728,"output":0.00022,"cacheRead":0.01786304,"cacheWrite":0,"total":0.01815584}},"stopReason":"toolUse","timestamp":1781252767845,"responseId":"chatcmpl-RjVbKdD5Z2YenvJaY3IWj5Or","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"153b7726","parentId":"9927a941","timestamp":"2026-06-12T08:26:10.710Z","message":{"role":"toolResult","toolCallId":"call_be57","toolName":"read","content":[{"type":"text","text":"    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n    # 但需要验证这些是真正的子命令而非误匹配\n    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n    if cobra_matches:\n        # 检查是否在命令区域内找到的（验证）\n        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n        usage_has_command = False\n        for line in lines:\n            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n                # 下一行或当前行应该包含 <command> 或类似的\n                pass\n            if '<command>' in line or '<subcommand>' in line:\n                usage_has_command = True\n                break\n        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n        # 实际上cobra_matches已经是在command_zone内匹配的了\n        # 但为了安全，也要检查USAGE行\n        for line in lines:\n            stripped_lower = line.strip().lower()\n            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n                # 检查同一行或下一行\n                idx = lines.index(line)\n                for check_line in lines[idx:idx+2]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        usage_has_command = True\n                        break\n        \n        if cobra_matches and usage_has_command:\n            return cobra_matches\n        elif cobra_matches:\n            # 没有子命令占位符，可能是叶子命令（没有子命令）\n            # 不返回误匹配的结果\n            return []\n    \n\n[320 more lines in file. Use offset=227 to continue.]"}],"isError":false,"timestamp":1781252770710}}
{"type":"message","id":"cc87b8ac","parentId":"153b7726","timestamp":"2026-06-12T08:26:46.860Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_8920","name":"edit","arguments":{"edits":[{"oldText":"    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n    # 但需要验证这些是真正的子命令而非误匹配\n    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n    if cobra_matches:\n        # 检查是否在命令区域内找到的（验证）\n        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n        usage_has_command = False\n        for line in lines:\n            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n                # 下一行或当前行应该包含 <command> 或类似的\n                pass\n            if '<command>' in line or '<subcommand>' in line:\n                usage_has_command = True\n                break\n        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n        # 实际上cobra_matches已经是在command_zone内匹配的了\n        # 但为了安全，也要检查USAGE行\n        for line in lines:\n            stripped_lower = line.strip().lower()\n            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n                # 检查同一行或下一行\n                idx = lines.index(line)\n                for check_line in lines[idx:idx+2]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        usage_has_command = True\n                        break\n        \n        if cobra_matches and usage_has_command:\n            return cobra_matches\n        elif cobra_matches:\n            # 没有子命令占位符，可能是叶子命令（没有子命令）\n            # 不返回误匹配的结果\n            return []\n    \n    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n    cobra_matches = []","newText":"    # 如果找到 cobra 格式命令，需要验证是否是真正的子命令\n    # 方法：检查 USAGE 行是否包含 <command> 或 <subcommand> 占位符\n    # 如果有，说明这个命令有子命令；如果没有，则是叶子命令\n    if cobra_matches:\n        has_command_placeholder = False\n        for i, line in enumerate(lines):\n            stripped = line.strip()\n            # 找到 USAGE 行\n            if stripped == 'USAGE' or stripped.startswith('USAGE:'):\n                # 只检查紧跟 USAGE 后的 2 行\n                for check_line in lines[i+1:i+3]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        has_command_placeholder = True\n                        break\n                break  # 只看第一个 USAGE 区域\n        \n        if has_command_placeholder:\n            return cobra_matches\n        else:\n            # 叶子命令，没有子命令，误匹配\n            return []\n    \n    # Cobra 格式匹配为空，继续尝试其他格式\n    cobra_matches = []"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":427,"output":745,"cacheRead":68800,"cacheWrite":0,"totalTokens":69972,"cost":{"input":0.0005978,"output":0.003278,"cacheRead":0.017888,"cacheWrite":0,"total":0.0217638}},"stopReason":"toolUse","timestamp":1781252770712,"responseId":"chatcmpl-RfxYHWtvxW6qfaURpqEy7Fnl","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"1a534a29","parentId":"cc87b8ac","timestamp":"2026-06-12T08:26:46.882Z","message":{"role":"toolResult","toolCallId":"call_8920","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 188                 continue\n 189             if name.lower() not in skip_commands and len(name) > 1 and desc:\n 190                 cobra_matches.append((name, desc))\n 191     \n-192     # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n-193     # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n-194     # 但需要验证这些是真正的子命令而非误匹配\n-195     # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n+192     # 如果找到 cobra 格式命令，需要验证是否是真正的子命令\n+193     # 方法：检查 USAGE 行是否包含 <command> 或 <subcommand> 占位符\n+194     # 如果有，说明这个命令有子命令；如果没有，则是叶子命令\n 196     if cobra_matches:\n-197         # 检查是否在命令区域内找到的（验证）\n-198         # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n-199         usage_has_command = False\n-200         for line in lines:\n-201             if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n-202                 # 下一行或当前行应该包含 <command> 或类似的\n-203                 pass\n-204             if '<command>' in line or '<subcommand>' in line:\n-205                 usage_has_command = True\n-206                 break\n-207         # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n-208         # 实际上cobra_matches已经是在command_zone内匹配的了\n-209         # 但为了安全，也要检查USAGE行\n-210         for line in lines:\n-211             stripped_lower = line.strip().lower()\n-212             if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n-213                 # 检查同一行或下一行\n-214                 idx = lines.index(line)\n-215                 for check_line in lines[idx:idx+2]:\n+196         has_command_placeholder = False\n+197         for i, line in enumerate(lines):\n+198             stripped = line.strip()\n+199             # 找到 USAGE 行\n+200             if stripped == 'USAGE' or stripped.startswith('USAGE:'):\n+201                 # 只检查紧跟 USAGE 后的 2 行\n+202                 for check_line in lines[i+1:i+3]:\n 216                     if '<command>' in check_line or '<subcommand>' in check_line:\n-217                         usage_has_command = True\n+204                         has_command_placeholder = True\n 218                         break\n+206                 break  # 只看第一个 USAGE 区域\n 219         \n-220         if cobra_matches and usage_has_command:\n+208         if has_command_placeholder:\n 221             return cobra_matches\n-222         elif cobra_matches:\n-223             # 没有子命令占位符，可能是叶子命令（没有子命令）\n-224             # 不返回误匹配的结果\n+210         else:\n+211             # 叶子命令，没有子命令，误匹配\n 225             return []\n 226     \n-227     # Cobra 格式匹配为空或不可信，继续尝试其他格式\n+214     # Cobra 格式匹配为空，继续尝试其他格式\n 228     cobra_matches = []\n 229     \n 230     # ===== 策略 2: 带分区的帮助格式 =====\n 231     # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -188,44 +188,31 @@\n                 continue\n             if name.lower() not in skip_commands and len(name) > 1 and desc:\n                 cobra_matches.append((name, desc))\n     \n-    # 如果找到任意数量的 cobra 格式命令，且在命令区里匹配到的，直接使用\n-    # 只要有 1 个或以上的 Cobra 格式匹配，就优先使用\n-    # 但需要验证这些是真正的子命令而非误匹配\n-    # 检查: 如果匹配到的任何命令在原始帮助中的 USAGE 行没有子命令占位符（如 <command>），则可能是误匹配\n+    # 如果找到 cobra 格式命令，需要验证是否是真正的子命令\n+    # 方法：检查 USAGE 行是否包含 <command> 或 <subcommand> 占位符\n+    # 如果有，说明这个命令有子命令；如果没有，则是叶子命令\n     if cobra_matches:\n-        # 检查是否在命令区域内找到的（验证）\n-        # 方法: 检查 USAGE 行是否包含 <command> 或 <subcommand>\n-        usage_has_command = False\n-        for line in lines:\n-            if line.strip().startswith('USAGE') or line.strip().startswith('usage'):\n-                # 下一行或当前行应该包含 <command> 或类似的\n-                pass\n-            if '<command>' in line or '<subcommand>' in line:\n-                usage_has_command = True\n-                break\n-        # 如果没有 <command> 占位符但有 cobra 匹配，需要在命令区标记中找到才可信\n-        # 实际上cobra_matches已经是在command_zone内匹配的了\n-        # 但为了安全，也要检查USAGE行\n-        for line in lines:\n-            stripped_lower = line.strip().lower()\n-            if stripped_lower.startswith('usage') or 'usage' in stripped_lower:\n-                # 检查同一行或下一行\n-                idx = lines.index(line)\n-                for check_line in lines[idx:idx+2]:\n+        has_command_placeholder = False\n+        for i, line in enumerate(lines):\n+            stripped = line.strip()\n+            # 找到 USAGE 行\n+            if stripped == 'USAGE' or stripped.startswith('USAGE:'):\n+                # 只检查紧跟 USAGE 后的 2 行\n+                for check_line in lines[i+1:i+3]:\n                     if '<command>' in check_line or '<subcommand>' in check_line:\n-                        usage_has_command = True\n+                        has_command_placeholder = True\n                         break\n+                break  # 只看第一个 USAGE 区域\n         \n-        if cobra_matches and usage_has_command:\n+        if has_command_placeholder:\n             return cobra_matches\n-        elif cobra_matches:\n-            # 没有子命令占位符，可能是叶子命令（没有子命令）\n-            # 不返回误匹配的结果\n+        else:\n+            # 叶子命令，没有子命令，误匹配\n             return []\n     \n-    # Cobra 格式匹配为空或不可信，继续尝试其他格式\n+    # Cobra 格式匹配为空，继续尝试其他格式\n     cobra_matches = []\n     \n     # ===== 策略 2: 带分区的帮助格式 =====\n     # 识别类似 \"COMMANDS:\", \"Available commands:\", \"Subcommands:\" 等分区标记\n","firstChangedLine":192},"isError":false,"timestamp":1781252806881}}
{"type":"message","id":"d31c9d25","parentId":"1a534a29","timestamp":"2026-06-12T08:26:51.288Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_4b49","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":64,"output":64,"cacheRead":69952,"cacheWrite":0,"totalTokens":70080,"cost":{"input":0.0000896,"output":0.0002816,"cacheRead":0.01818752,"cacheWrite":0,"total":0.018558719999999997}},"stopReason":"toolUse","timestamp":1781252806884,"responseId":"chatcmpl-RmpsP8tjpGZMvW8GxyKiwBuB","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"411f5a1b","parentId":"d31c9d25","timestamp":"2026-06-12T08:27:03.797Z","message":{"role":"toolResult","toolCallId":"call_4b49","toolName":"bash","content":[{"type":"text","text":"已保存到 /tmp/gh_cmds.json\n工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n顶层命令: 31\n子命令: 161\n合计: 192\n"}],"isError":false,"timestamp":1781252823797}}
{"type":"message","id":"e339ea52","parentId":"411f5a1b","timestamp":"2026-06-12T08:27:11.055Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_0595","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 检查问题\nfor cmd in data['commands']:\n    if cmd['name'] == 'run':\n        for sub in cmd.get('subcommands', []):\n            print(f'  run.{sub[\\\"name\\\"]}: has_sub={sub[\\\"has_subcommands\\\"]}')\n    if cmd['name'] == 'org':\n        for sub in cmd.get('subcommands', []):\n            print(f'  org.{sub[\\\"name\\\"]}: has_sub={sub[\\\"has_subcommands\\\"]}')\n\n# 三级子命令\nprint()\nprint('三级子命令:')\nfor cmd in data['commands']:\n    for sub in cmd.get('subcommands', []):\n        for s2 in sub.get('subcommands', []):\n            print(f'  {cmd[\\\"name\\\"]}.{sub[\\\"name\\\"]}.{s2[\\\"name\\\"]}')\n\nprint()\nprint(f'统计: 顶层={data[\\\"stats\\\"][\\\"top_level_commands\\\"]}, 子命令={data[\\\"stats\\\"][\\\"sub_commands\\\"]}, 总计={data[\\\"stats\\\"][\\\"total\\\"]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":69,"output":263,"cacheRead":70080,"cacheWrite":0,"totalTokens":70412,"cost":{"input":0.00009659999999999999,"output":0.0011572000000000002,"cacheRead":0.0182208,"cacheWrite":0,"total":0.019474599999999998}},"stopReason":"toolUse","timestamp":1781252823799,"responseId":"chatcmpl-RxVBFezLA3vadhRQSuwpX0vm","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"b7f2879a","parentId":"e339ea52","timestamp":"2026-06-12T08:27:11.098Z","message":{"role":"toolResult","toolCallId":"call_0595","toolName":"bash","content":[{"type":"text","text":"  org.list: has_sub=False\n  run.cancel: has_sub=False\n  run.delete: has_sub=False\n  run.download: has_sub=False\n  run.list: has_sub=False\n  run.rerun: has_sub=True\n  run.view: has_sub=False\n  run.watch: has_sub=False\n\n三级子命令:\n  repo.autolink.create\n  repo.autolink.delete\n  repo.autolink.list\n  repo.autolink.view\n  repo.deploy-key.add\n  repo.deploy-key.delete\n  repo.deploy-key.list\n  repo.gitignore.list\n  repo.gitignore.view\n  repo.license.list\n  repo.license.view\n  run.rerun.gh\n\n统计: 顶层=31, 子命令=161, 总计=192\n"}],"isError":false,"timestamp":1781252831098}}
{"type":"message","id":"1285be4a","parentId":"b7f2879a","timestamp":"2026-06-12T08:27:28.748Z","message":{"role":"assistant","content":[{"type":"text","text":"`run.rerun` 还是有一个假的子命令 `gh`。问题应该在策略 2 或 3 中。让我检查："},{"type":"toolCall","id":"call_6145","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport discover_cmds as dc\n\n# 测试 run rerun 的解析\nhelp_text = dc.get_help('gh', ['run', 'rerun'])\nprint('=== parse_subcommands result ===')\nresult = dc.parse_subcommands(help_text)\nfor name, desc in result:\n    print(f'  {name!r}: {desc!r}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":182,"output":142,"cacheRead":70400,"cacheWrite":0,"totalTokens":70724,"cost":{"input":0.0002548,"output":0.0006248,"cacheRead":0.018304,"cacheWrite":0,"total":0.019183600000000002}},"stopReason":"toolUse","timestamp":1781252831100,"responseId":"chatcmpl-RFwHvj9Gi5oKNB7nXHpFfOKW","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"8b1e38c8","parentId":"1285be4a","timestamp":"2026-06-12T08:27:28.826Z","message":{"role":"toolResult","toolCallId":"call_6145","toolName":"bash","content":[{"type":"text","text":"=== parse_subcommands result ===\n  'gh': \"run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'\"\n"}],"isError":false,"timestamp":1781252848826}}
{"type":"message","id":"c2327a52","parentId":"8b1e38c8","timestamp":"2026-06-12T08:27:34.755Z","message":{"role":"assistant","content":[{"type":"text","text":"策略 1（Cobra格式）因为 USAGE 没有子命令占位符而返回空了，但策略 2 在处理包含 `gh run view <run-id> --json jobs --jq '.jobs[] | {name, databaseId}'` 这样的行时还是匹配了。我需要在策略 2 也加上相同的验证："},{"type":"toolCall","id":"call_1076","name":"read","arguments":{"limit":70,"offset":230,"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":43,"output":122,"cacheRead":70720,"cacheWrite":0,"totalTokens":70885,"cost":{"input":0.0000602,"output":0.0005368,"cacheRead":0.0183872,"cacheWrite":0,"total":0.0189842}},"stopReason":"toolUse","timestamp":1781252848828,"responseId":"chatcmpl-RxTOPqy145UJF9YuonNTdpQE","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"3e8eee91","parentId":"c2327a52","timestamp":"2026-06-12T08:27:34.759Z","message":{"role":"toolResult","toolCallId":"call_1076","toolName":"read","content":[{"type":"text","text":"            in_section = True\n            continue\n        \n        if not in_section:\n            continue\n        \n        stripped = line.strip()\n        \n        # 空行跳过\n        if not stripped:\n            continue\n        \n        # 检测分区结束: 非空行且没有缩进(以大写字母开头可能是新section)\n        # 或者是 FLAGS/OPTIONS 等其他分区\n        end_markers = {'USAGE', 'FLAGS', 'OPTIONS', 'GLOBAL', 'EXAMPLES', \n                       'DESCRIPTION', 'INHERITED', 'SEE ALSO', 'LEARN MORE'}\n        if stripped.isupper() and stripped.rstrip(':') in end_markers:\n            break\n        \n        # 尝试匹配命令行: \"  command_name   Description\"\n        # 或 \"  command_name\\tDescription\"\n        # 也要处理 Cobra 格式: \"  command_name:   Description\"\n        # 先尝试带冒号的 Cobra 格式\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*):\\s+(.+)$', line)\n        if not match:\n            # 不带冒号的普通格式\n            match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s{2,}(.+)$', line)\n        if match:\n            name = match.group(2)\n            desc = match.group(3 if match.lastindex >= 3 else 2).strip()\n            # 跳过选项（以 - 开头）\n            if name.startswith('-'):\n                continue\n            if name.lower() not in skip_commands:\n                subcommands.append((name, desc))\n            continue\n        \n        # 单词命令行 (只有一个词 + 空格 + 描述)\n        match = re.match(r'^(\\s{1,12})(\\w[\\w-]*)\\s+(.+)$', line)\n        if match and match.group(3).strip():\n            name = match.group(2)\n            desc = match.group(3).strip()\n            if name.lower() not in skip_commands and len(name) > 1:\n                subcommands.append((name, desc))\n    \n    if subcommands:\n        return subcommands\n    \n    # ===== 策略 3: Rust/Clap 格式 =====\n    # \"  command     Description...\" 在 \"Commands:\" 标记后\n    found_section = False\n    for line in lines:\n        stripped = line.strip()\n        if any(kw in stripped.lower() for kw in ['command', 'subcommand', '子命令']):\n            found_section = True\n            continue\n        if found_section:\n            match = re.match(r'^\\s+(\\S[\\S]*)\\s+(.+)$', line)\n            if match:\n                cmd_name = match.group(1)\n                if cmd_name.lower() not in skip_commands and len(cmd_name) <= 30:\n                    subcommands.append((cmd_name, match.group(2).strip()))\n            elif stripped and not line.startswith(' '):\n                break\n    \n    return subcommands\n\n\ndef parse_description(help_text: str, cmd_name: str) -> str:\n    \"\"\"从帮助文本中提取一行简短描述\"\"\"\n\n[234 more lines in file. Use offset=300 to continue.]"}],"isError":false,"timestamp":1781252854759}}
{"type":"message","id":"559d320c","parentId":"3e8eee91","timestamp":"2026-06-12T08:27:47.241Z","message":{"role":"assistant","content":[{"type":"text","text":"问题在策略 2 的 `in_section` 检测。`run rerun --help` 的文本中包含 `LEARN MORE` 后的缩进行 `Use \\`gh <command> <subcommand> --help\\`` 里面的 `command` 被匹配了。让我看看策略 3 中 `command` 的匹配。实际上，最简洁的做法是给所有三个策略都加上 USAGE 占位符验证："},{"type":"toolCall","id":"call_74af","name":"edit","arguments":{"edits":[{"newText":"    if subcommands:\n        # 验证: 检查 USAGE 行是否有 <command>/<subcommand> 占位符\n        # 如果没有，说明这是叶子命令，返回空\n        has_command_placeholder = False\n        for i, line in enumerate(lines):\n            stripped_l = line.strip()\n            if stripped_l == 'USAGE' or stripped_l.startswith('USAGE:'):\n                for check_line in lines[i+1:i+3]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        has_command_placeholder = True\n                        break\n                break\n        if not has_command_placeholder:\n            return []\n        return subcommands","oldText":"    if subcommands:\n        return subcommands"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":687,"output":306,"cacheRead":70880,"cacheWrite":0,"totalTokens":71873,"cost":{"input":0.0009618,"output":0.0013464,"cacheRead":0.0184288,"cacheWrite":0,"total":0.020737}},"stopReason":"toolUse","timestamp":1781252854761,"responseId":"chatcmpl-R6ldyYdkFya0HbJA0XJuoEj1","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"f50b0cb4","parentId":"559d320c","timestamp":"2026-06-12T08:27:47.249Z","message":{"role":"toolResult","toolCallId":"call_74af","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 272             if name.lower() not in skip_commands and len(name) > 1:\n 273                 subcommands.append((name, desc))\n 274     \n 275     if subcommands:\n+276         # 验证: 检查 USAGE 行是否有 <command>/<subcommand> 占位符\n+277         # 如果没有，说明这是叶子命令，返回空\n+278         has_command_placeholder = False\n+279         for i, line in enumerate(lines):\n+280             stripped_l = line.strip()\n+281             if stripped_l == 'USAGE' or stripped_l.startswith('USAGE:'):\n+282                 for check_line in lines[i+1:i+3]:\n+283                     if '<command>' in check_line or '<subcommand>' in check_line:\n+284                         has_command_placeholder = True\n+285                         break\n+286                 break\n+287         if not has_command_placeholder:\n+288             return []\n 276         return subcommands\n 277     \n 278     # ===== 策略 3: Rust/Clap 格式 =====\n 279     # \"  command     Description...\" 在 \"Commands:\" 标记后\n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -272,8 +272,21 @@\n             if name.lower() not in skip_commands and len(name) > 1:\n                 subcommands.append((name, desc))\n     \n     if subcommands:\n+        # 验证: 检查 USAGE 行是否有 <command>/<subcommand> 占位符\n+        # 如果没有，说明这是叶子命令，返回空\n+        has_command_placeholder = False\n+        for i, line in enumerate(lines):\n+            stripped_l = line.strip()\n+            if stripped_l == 'USAGE' or stripped_l.startswith('USAGE:'):\n+                for check_line in lines[i+1:i+3]:\n+                    if '<command>' in check_line or '<subcommand>' in check_line:\n+                        has_command_placeholder = True\n+                        break\n+                break\n+        if not has_command_placeholder:\n+            return []\n         return subcommands\n     \n     # ===== 策略 3: Rust/Clap 格式 =====\n     # \"  command     Description...\" 在 \"Commands:\" 标记后\n","firstChangedLine":276},"isError":false,"timestamp":1781252867249}}
{"type":"message","id":"3c872e18","parentId":"f50b0cb4","timestamp":"2026-06-12T08:27:59.720Z","message":{"role":"assistant","content":[{"type":"text","text":"对策略3也做同样的处理："},{"type":"toolCall","id":"call_0b00","name":"edit","arguments":{"edits":[{"newText":"    # 策略 3 的结果也需要验证\n    if subcommands:\n        has_command_placeholder = False\n        for i, line in enumerate(lines):\n            stripped_l = line.strip()\n            if stripped_l == 'USAGE' or stripped_l.startswith('USAGE:'):\n                for check_line in lines[i+1:i+3]:\n                    if '<command>' in check_line or '<subcommand>' in check_line:\n                        has_command_placeholder = True\n                        break\n                break\n        if has_command_placeholder:\n            return subcommands\n    \n    return []","oldText":"    return subcommands\n\n\ndef parse_description"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":45,"output":201,"cacheRead":71872,"cacheWrite":0,"totalTokens":72118,"cost":{"input":0.000063,"output":0.0008844,"cacheRead":0.01868672,"cacheWrite":0,"total":0.01963412}},"stopReason":"toolUse","timestamp":1781252867252,"responseId":"chatcmpl-RdtNubboRIPaGTdsgBCq3sgG","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"4e475c05","parentId":"3c872e18","timestamp":"2026-06-12T08:27:59.737Z","message":{"role":"toolResult","toolCallId":"call_0b00","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 304                     subcommands.append((cmd_name, match.group(2).strip()))\n 305             elif stripped and not line.startswith(' '):\n 306                 break\n 307     \n-308     return subcommands\n-309 \n-310 \n-311 def parse_description(help_text: str, cmd_name: str) -> str:\n+308     # 策略 3 的结果也需要验证\n+309     if subcommands:\n+310         has_command_placeholder = False\n+311         for i, line in enumerate(lines):\n+312             stripped_l = line.strip()\n+313             if stripped_l == 'USAGE' or stripped_l.startswith('USAGE:'):\n+314                 for check_line in lines[i+1:i+3]:\n+315                     if '<command>' in check_line or '<subcommand>' in check_line:\n+316                         has_command_placeholder = True\n+317                         break\n+318                 break\n+319         if has_command_placeholder:\n+320             return subcommands\n+321     \n+322     return [](help_text: str, cmd_name: str) -> str:\n 312     \"\"\"从帮助文本中提取一行简短描述\"\"\"\n 313     if not help_text:\n 314         return \"\"\n 315     \n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -304,12 +304,23 @@\n                     subcommands.append((cmd_name, match.group(2).strip()))\n             elif stripped and not line.startswith(' '):\n                 break\n     \n-    return subcommands\n-\n-\n-def parse_description(help_text: str, cmd_name: str) -> str:\n+    # 策略 3 的结果也需要验证\n+    if subcommands:\n+        has_command_placeholder = False\n+        for i, line in enumerate(lines):\n+            stripped_l = line.strip()\n+            if stripped_l == 'USAGE' or stripped_l.startswith('USAGE:'):\n+                for check_line in lines[i+1:i+3]:\n+                    if '<command>' in check_line or '<subcommand>' in check_line:\n+                        has_command_placeholder = True\n+                        break\n+                break\n+        if has_command_placeholder:\n+            return subcommands\n+    \n+    return [](help_text: str, cmd_name: str) -> str:\n     \"\"\"从帮助文本中提取一行简短描述\"\"\"\n     if not help_text:\n         return \"\"\n     \n","firstChangedLine":308},"isError":false,"timestamp":1781252879737}}
{"type":"message","id":"65f2c149","parentId":"4e475c05","timestamp":"2026-06-12T08:28:03.374Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_80d2","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":66,"output":64,"cacheRead":72096,"cacheWrite":0,"totalTokens":72226,"cost":{"input":0.0000924,"output":0.0002816,"cacheRead":0.01874496,"cacheWrite":0,"total":0.01911896}},"stopReason":"toolUse","timestamp":1781252879739,"responseId":"chatcmpl-RIwYTDurptkxS31W3FAi63Pp","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"38d2148f","parentId":"65f2c149","timestamp":"2026-06-12T08:28:03.430Z","message":{"role":"toolResult","toolCallId":"call_80d2","toolName":"bash","content":[{"type":"text","text":"  File \"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\", line 322\n    return [](help_text: str, cmd_name: str) -> str:\n                       ^\nSyntaxError: invalid syntax\n\n\nCommand exited with code 1"}],"details":{},"isError":true,"timestamp":1781252883430}}
{"type":"message","id":"97dff545","parentId":"38d2148f","timestamp":"2026-06-12T08:28:10.246Z","message":{"role":"assistant","content":[{"type":"text","text":"我的编辑破坏了文件结构。让我来修复它："},{"type":"toolCall","id":"call_9c32","name":"read","arguments":{"limit":10,"offset":316,"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":75,"output":63,"cacheRead":72224,"cacheWrite":0,"totalTokens":72362,"cost":{"input":0.00010499999999999999,"output":0.0002772,"cacheRead":0.01877824,"cacheWrite":0,"total":0.01916044}},"stopReason":"toolUse","timestamp":1781252883432,"responseId":"chatcmpl-R1K4DZxOuepiT8m60uiaLXUZ","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"734d24d5","parentId":"97dff545","timestamp":"2026-06-12T08:28:10.257Z","message":{"role":"toolResult","toolCallId":"call_9c32","toolName":"read","content":[{"type":"text","text":"                        has_command_placeholder = True\n                        break\n                break\n        if has_command_placeholder:\n            return subcommands\n    \n    return [](help_text: str, cmd_name: str) -> str:\n    \"\"\"从帮助文本中提取一行简短描述\"\"\"\n    if not help_text:\n        return \"\"\n\n[232 more lines in file. Use offset=326 to continue.]"}],"isError":false,"timestamp":1781252890257}}
{"type":"message","id":"d2017ecc","parentId":"734d24d5","timestamp":"2026-06-12T08:28:16.590Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_00c7","name":"edit","arguments":{"edits":[{"oldText":"    return [](help_text: str, cmd_name: str) -> str:","newText":"    return []\n\n\ndef parse_description(help_text: str, cmd_name: str) -> str:"}],"path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":91,"output":95,"cacheRead":72352,"cacheWrite":0,"totalTokens":72538,"cost":{"input":0.0001274,"output":0.000418,"cacheRead":0.018811519999999998,"cacheWrite":0,"total":0.01935692}},"stopReason":"toolUse","timestamp":1781252890260,"responseId":"chatcmpl-Rd6qa6D2xOi7E991aSP1qNSo","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"f41eba5e","parentId":"d2017ecc","timestamp":"2026-06-12T08:28:16.605Z","message":{"role":"toolResult","toolCallId":"call_00c7","toolName":"edit","content":[{"type":"text","text":"Successfully replaced 1 block(s) in /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py."}],"details":{"diff":"     ...\n 318                 break\n 319         if has_command_placeholder:\n 320             return subcommands\n 321     \n-322     return [](help_text: str, cmd_name: str) -> str:\n+322     return []\n+323 \n+324 \n+325 def parse_description(help_text: str, cmd_name: str) -> str:\n 323     \"\"\"从帮助文本中提取一行简短描述\"\"\"\n 324     if not help_text:\n 325         return \"\"\n 326     \n     ...","patch":"--- /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n+++ /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts/discover_cmds.py\n@@ -318,9 +318,12 @@\n                 break\n         if has_command_placeholder:\n             return subcommands\n     \n-    return [](help_text: str, cmd_name: str) -> str:\n+    return []\n+\n+\n+def parse_description(help_text: str, cmd_name: str) -> str:\n     \"\"\"从帮助文本中提取一行简短描述\"\"\"\n     if not help_text:\n         return \"\"\n     \n","firstChangedLine":322},"isError":false,"timestamp":1781252896605}}
{"type":"message","id":"713e359b","parentId":"f41eba5e","timestamp":"2026-06-12T08:28:19.802Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_a4dd","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 discover_cmds.py gh --max-depth 4 --timeout 10 -o /tmp/gh_cmds.json 2>&1"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":70,"output":64,"cacheRead":72512,"cacheWrite":0,"totalTokens":72646,"cost":{"input":0.000098,"output":0.0002816,"cacheRead":0.01885312,"cacheWrite":0,"total":0.019232720000000002}},"stopReason":"toolUse","timestamp":1781252896607,"responseId":"chatcmpl-R7iAg9Ice7Y3iyfIaKwVIBAD","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"56630d08","parentId":"713e359b","timestamp":"2026-06-12T08:28:32.260Z","message":{"role":"toolResult","toolCallId":"call_a4dd","toolName":"bash","content":[{"type":"text","text":"已保存到 /tmp/gh_cmds.json\n工具: gh\n版本: gh version 2.92.0 (2026-04-28)\nhttps://github.com/cli/cli/releases/tag/v2.92.0\n顶层命令: 31\n子命令: 159\n合计: 190\n"}],"isError":false,"timestamp":1781252912260}}
{"type":"message","id":"1b16a532","parentId":"56630d08","timestamp":"2026-06-12T08:28:38.856Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_4603","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 检查问题区域\nprint('=== run.rerun ===')\nfor cmd in data['commands']:\n    if cmd['name'] == 'run':\n        for sub in cmd.get('subcommands', []):\n            if sub['name'] == 'rerun':\n                print(f'  has_sub={sub[\\\"has_subcommands\\\"]}, subcmds={sub.get(\\\"subcommands\\\", [])}')\n\nprint()\nprint('=== 三级子命令 ===')\nfor cmd in data['commands']:\n    for sub in cmd.get('subcommands', []):\n        for s2 in sub.get('subcommands', []):\n            print(f'  {cmd[\\\"name\\\"]}.{sub[\\\"name\\\"]}.{s2[\\\"name\\\"]}')\n\nprint()\nprint(f'统计: 顶层={data[\\\"stats\\\"][\\\"top_level_commands\\\"]}, 子命令={data[\\\"stats\\\"][\\\"sub_commands\\\"]}, 总计={data[\\\"stats\\\"][\\\"total\\\"]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":75,"output":238,"cacheRead":72640,"cacheWrite":0,"totalTokens":72953,"cost":{"input":0.00010499999999999999,"output":0.0010472,"cacheRead":0.0188864,"cacheWrite":0,"total":0.0200386}},"stopReason":"toolUse","timestamp":1781252912262,"responseId":"chatcmpl-RBFhvzvoOinx8ZPFo6afPxX6","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"dce63ed9","parentId":"1b16a532","timestamp":"2026-06-12T08:28:38.889Z","message":{"role":"toolResult","toolCallId":"call_4603","toolName":"bash","content":[{"type":"text","text":"=== run.rerun ===\n  has_sub=False, subcmds=[]\n\n=== 三级子命令 ===\n  repo.autolink.create\n  repo.autolink.delete\n  repo.autolink.list\n  repo.autolink.view\n  repo.deploy-key.add\n  repo.deploy-key.delete\n  repo.deploy-key.list\n  repo.gitignore.list\n  repo.gitignore.view\n  repo.license.list\n  repo.license.view\n\n统计: 顶层=31, 子命令=159, 总计=190\n"}],"isError":false,"timestamp":1781252918889}}
{"type":"message","id":"6be3006f","parentId":"dce63ed9","timestamp":"2026-06-12T08:28:48.194Z","message":{"role":"assistant","content":[{"type":"text","text":"现在所有问题都修复了！让我验证最终数据与之前手动统计的一致性："},{"type":"toolCall","id":"call_b008","name":"bash","arguments":{"command":"python3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 对比与手动统计的差异\nprint('顶层命令:')\ntop_cmds = [c['name'] for c in data['commands']]\nprint(top_cmds)\nprint(f'数量: {len(top_cmds)}')\n\nprint()\nprint('所有二级子命令数:')\nlevel2 = 0\nfor cmd in data['commands']:\n    level2 += len(cmd.get('subcommands', []))\nprint(f'数量: {level2}')\n\nprint()\nprint('所有三级子命令数:')\nlevel3 = 0\nfor cmd in data['commands']:\n    for sub in cmd.get('subcommands', []):\n        level3 += len(sub.get('subcommands', []))\nprint(f'数量: {level3}')\n\n# 总计\ntotal = len(top_cmds) + level2 + level3\nprint(f'\\\\n总计: {total}')\nprint(f'JSON统计: {data[\\\"stats\\\"][\\\"total\\\"]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":140,"output":244,"cacheRead":72928,"cacheWrite":0,"totalTokens":73312,"cost":{"input":0.000196,"output":0.0010736,"cacheRead":0.01896128,"cacheWrite":0,"total":0.02023088}},"stopReason":"toolUse","timestamp":1781252918892,"responseId":"chatcmpl-R1z31jJJbhIc0Wyi6K88NBTO","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"2e5e0e5a","parentId":"6be3006f","timestamp":"2026-06-12T08:28:48.228Z","message":{"role":"toolResult","toolCallId":"call_b008","toolName":"bash","content":[{"type":"text","text":"顶层命令:\n['auth', 'browse', 'codespace', 'gist', 'issue', 'org', 'pr', 'project', 'release', 'repo', 'skill', 'cache', 'run', 'workflow', 'co', 'agent-task', 'alias', 'api', 'attestation', 'completion', 'config', 'copilot', 'extension', 'gpg-key', 'label', 'preview', 'ruleset', 'search', 'secret', 'ssh-key', 'variable']\n数量: 31\n\n所有二级子命令数:\n数量: 148\n\n所有三级子命令数:\n数量: 11\n\n总计: 190\nJSON统计: 190\n"}],"isError":false,"timestamp":1781252928228}}
{"type":"message","id":"17e4d499","parentId":"2e5e0e5a","timestamp":"2026-06-12T08:29:00.103Z","message":{"role":"assistant","content":[{"type":"text","text":"数量统计：之前手动统计的结果是209（不含别名 co 时是208），但脚本是190。让我看看差异在哪——脚本应该过滤了帮助主题（8个：accessibility, actions, environment, exit-codes, formatting, mintty, reference, telemetry）和 licenses、status 等纯叶子命令。"},{"type":"toolCall","id":"call_15ce","name":"bash","arguments":{"command":"# 对比手动统计 vs 脚本统计\n# 手动统计的完整命令列表中，脚本可能遗漏了什么？\npython3 -c \"\nimport json\nwith open('/tmp/gh_cmds.json') as f:\n    data = json.load(f)\n\n# 手动统计中的帮助主题（脚本过滤了这些）\nhelp_topics = ['accessibility', 'actions', 'environment', 'exit-codes', 'formatting', 'mintty', 'reference', 'telemetry']\n\n# 脚本中缺少的命令（对比手动统计中的 29 顶层命令）\nmanual_top_commands = ['auth', 'browse', 'codespace', 'gist', 'issue', 'org', 'pr', 'project', 'release', 'repo', 'skill', 'cache', 'run', 'workflow', 'agent-task', 'alias', 'api', 'attestation', 'completion', 'config', 'copilot', 'extension', 'gpg-key', 'label', 'licenses', 'preview', 'ruleset', 'search', 'secret', 'ssh-key', 'status', 'variable']\n\nscript_top = set(c['name'] for c in data['commands'])\nmissing = set(manual_top_commands) - script_top\nextra = script_top - set(manual_top_commands)\n\nprint(f'手动统计的顶层命令数: {len(set(manual_top_commands))}')\nprint(f'发现缺少的命令: {missing}')\nprint(f'发现额外的命令: {extra}')\n\n# 检查 scripts 中过滤掉的命令\nfor topic in help_topics:\n    if topic not in script_top:\n        print(f'  被过滤的帮助主题: {topic}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":147,"output":425,"cacheRead":73312,"cacheWrite":0,"totalTokens":73884,"cost":{"input":0.0002058,"output":0.0018700000000000001,"cacheRead":0.01906112,"cacheWrite":0,"total":0.02113692}},"stopReason":"toolUse","timestamp":1781252928231,"responseId":"chatcmpl-R3XYt1y9L3AtGeN8f7ztw3Iy","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"20073931","parentId":"17e4d499","timestamp":"2026-06-12T08:29:00.141Z","message":{"role":"toolResult","toolCallId":"call_15ce","toolName":"bash","content":[{"type":"text","text":"手动统计的顶层命令数: 32\n发现缺少的命令: {'status', 'licenses'}\n发现额外的命令: {'co'}\n  被过滤的帮助主题: accessibility\n  被过滤的帮助主题: actions\n  被过滤的帮助主题: environment\n  被过滤的帮助主题: exit-codes\n  被过滤的帮助主题: formatting\n  被过滤的帮助主题: mintty\n  被过滤的帮助主题: reference\n  被过滤的帮助主题: telemetry\n"}],"isError":false,"timestamp":1781252940141}}
{"type":"message","id":"6e21ad0b","parentId":"20073931","timestamp":"2026-06-12T08:29:31.026Z","message":{"role":"assistant","content":[{"type":"text","text":"缺少了 `status`、`licenses` 两个命令。让我看看为什么——可能是因为它们的帮助输出不含 `<command>` 占位符（是纯叶子命令），且帮助格式没有 COMMANDS 区域导致 Cobra 模式没触发。\n\n另外一个问题是脚本没有过滤别名 `co`。另外，帮助主题（accessibility等）的过滤不完全——只过滤了8个中的7个（`environment` 实际上是命令还是帮助主题需要确认）。"},{"type":"toolCall","id":"call_fbc1","name":"bash","arguments":{"command":"# 检查 licenses 和 status 的帮助输出\ngh licenses --help 2>&1 | head -15\necho \"====\"\ngh status --help 2>&1 | head -20"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":144,"output":146,"cacheRead":73856,"cacheWrite":0,"totalTokens":74146,"cost":{"input":0.0002016,"output":0.0006424,"cacheRead":0.01920256,"cacheWrite":0,"total":0.02004656}},"stopReason":"toolUse","timestamp":1781252940144,"responseId":"chatcmpl-RK58rJIPXDXojZ0hMstddL8P","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"278d82f9","parentId":"6e21ad0b","timestamp":"2026-06-12T08:29:31.099Z","message":{"role":"toolResult","toolCallId":"call_fbc1","toolName":"bash","content":[{"type":"text","text":"View license information for third-party libraries used in this build of the GitHub CLI.\n\nUSAGE\n  gh licenses [flags]\n\nINHERITED FLAGS\n  --help   Show help for command\n\nLEARN MORE\n  Use `gh <command> <subcommand> --help` for more information about a command.\n  Read the manual at https://cli.github.com/manual\n  Learn about exit codes using `gh help exit-codes`\n  Learn about accessibility experiences using `gh help accessibility`\n\n====\nThe status command prints information about your work on GitHub across all the repositories you're subscribed to, including:\n\n- Assigned Issues\n- Assigned Pull Requests\n- Review Requests\n- Mentions\n- Repository Activity (new issues/pull requests, comments)\n\n\nUSAGE\n  gh status [flags]\n\nFLAGS\n  -e, --exclude strings   Comma separated list of repos to exclude in owner/name format\n  -o, --org string        Report status within an organization\n\nINHERITED FLAGS\n  --help   Show help for command\n\nEXAMPLES\n"}],"isError":false,"timestamp":1781252971099}}
{"type":"message","id":"97d390a0","parentId":"278d82f9","timestamp":"2026-06-12T08:29:38.301Z","message":{"role":"assistant","content":[{"type":"text","text":"确认了：`licenses` 和 `status` 都是叶子命令（没有 `<command>` 占位符），而且 `licenses` 的帮助中没有 COMMANDS 区域（只在顶层的 `gh --help` 中以 `licenses: View third-party license information` 格式出现）。这两个命令在顶层帮助中被 Cobra 格式解析到了，但 `top_level` 命令获取的逻辑可能与子命令获取不同。\n\n让我检查策略 1 的顶层层级解析："},{"type":"toolCall","id":"call_526a","name":"bash","arguments":{"command":"gh --help 2>&1 | head -50"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":219,"output":116,"cacheRead":74144,"cacheWrite":0,"totalTokens":74479,"cost":{"input":0.00030659999999999997,"output":0.0005104,"cacheRead":0.01927744,"cacheWrite":0,"total":0.020094439999999998}},"stopReason":"toolUse","timestamp":1781252971101,"responseId":"chatcmpl-RlzK0kRQp31rhufDi0kCdbCi","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"4c40abfb","parentId":"97d390a0","timestamp":"2026-06-12T08:29:38.351Z","message":{"role":"toolResult","toolCallId":"call_526a","toolName":"bash","content":[{"type":"text","text":"Work seamlessly with GitHub from the command line.\n\nUSAGE\n  gh <command> <subcommand> [flags]\n\nCORE COMMANDS\n  auth:          Authenticate gh and git with GitHub\n  browse:        Open repositories, issues, pull requests, and more in the browser\n  codespace:     Connect to and manage codespaces\n  gist:          Manage gists\n  issue:         Manage issues\n  org:           Manage organizations\n  pr:            Manage pull requests\n  project:       Work with GitHub Projects.\n  release:       Manage releases\n  repo:          Manage repositories\n  skill:         Install and manage agent skills (preview)\n\nGITHUB ACTIONS COMMANDS\n  cache:         Manage GitHub Actions caches\n  run:           View details about workflow runs\n  workflow:      View details about GitHub Actions workflows\n\nALIAS COMMANDS\n  co:            Alias for \"pr checkout\"\n\nADDITIONAL COMMANDS\n  agent-task:    Work with agent tasks (preview)\n  alias:         Create command shortcuts\n  api:           Make an authenticated GitHub API request\n  attestation:   Work with artifact attestations\n  completion:    Generate shell completion scripts\n  config:        Manage configuration for gh\n  copilot:       Run the GitHub Copilot CLI (preview)\n  extension:     Manage gh extensions\n  gpg-key:       Manage GPG keys\n  label:         Manage labels\n  licenses:      View third-party license information\n  preview:       Execute previews for gh features\n  ruleset:       View info about repo rulesets\n  search:        Search for repositories, issues, and pull requests\n  secret:        Manage GitHub secrets\n  ssh-key:       Manage SSH keys\n  status:        Print information about relevant issues, pull requests, and notifications across repositories\n  variable:      Manage GitHub Actions variables\n\nHELP TOPICS\n  accessibility: Learn about GitHub CLI's accessibility experiences\n  actions:       Learn about working with GitHub Actions\n  environment:   Environment variables that can be used with gh\n"}],"isError":false,"timestamp":1781252978351}}
{"type":"message","id":"94d51d8e","parentId":"4c40abfb","timestamp":"2026-06-12T08:29:47.315Z","message":{"role":"assistant","content":[{"type":"text","text":"好，`licenses` 和 `status` 确实在顶层帮助中列出了。但为什么脚本没获取到？\n\n问题在于 `discover_commands` 函数在顶层是直接调用 parse_subcommands，而 parse_subcommands 的策略 1 只在有 `<command>` 占位符时才返回结果。顶层 `gh --help` 的 USAGE 确实包含 `<command>`，所以策略 1 应该能匹配到。但我之前看到 `help_topics` 过滤只过滤了7个...\n\n让我直接查看脚本为什么丢失了 `status`、`licenses`："},{"type":"toolCall","id":"call_91d0","name":"bash","arguments":{"command":"cd /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/scripts && python3 -c \"\nimport discover_cmds as dc\n\n# 测试顶层帮助的解析\nhelp_text = dc.get_help('gh', [])\nsubcmds = dc.parse_subcommands(help_text)\n\nfor name, desc in subcmds:\n    if name in ['status', 'licenses', 'co', 'environment']:\n        print(f'  {name}: {desc}')\n\nprint(f'\\\\n总数: {len(subcmds)}')\nprint(f'所有命令名: {[n for n, d in subcmds]}')\n\""}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":439,"output":264,"cacheRead":74464,"cacheWrite":0,"totalTokens":75167,"cost":{"input":0.0006146,"output":0.0011616,"cacheRead":0.01936064,"cacheWrite":0,"total":0.021136839999999997}},"stopReason":"toolUse","timestamp":1781252978353,"responseId":"chatcmpl-RYQ1zdm31N57cYxs6w6VvGS8","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"df55eceb","parentId":"94d51d8e","timestamp":"2026-06-12T08:29:47.398Z","message":{"role":"toolResult","toolCallId":"call_91d0","toolName":"bash","content":[{"type":"text","text":"  co: Alias for \"pr checkout\"\n  licenses: View third-party license information\n  status: Print information about relevant issues, pull requests, and notifications across repositories\n\n总数: 33\n所有命令名: ['auth', 'browse', 'codespace', 'gist', 'issue', 'org', 'pr', 'project', 'release', 'repo', 'skill', 'cache', 'run', 'workflow', 'co', 'agent-task', 'alias', 'api', 'attestation', 'completion', 'config', 'copilot', 'extension', 'gpg-key', 'label', 'licenses', 'preview', 'ruleset', 'search', 'secret', 'ssh-key', 'status', 'variable']\n"}],"isError":false,"timestamp":1781252987398}}
{"type":"message","id":"cbbeed4a","parentId":"df55eceb","timestamp":"2026-06-12T08:29:47.399Z","message":{"role":"user","content":[{"type":"text","text":"不一定要全部写出来 统计最常用最主流的就好了"}],"timestamp":1781252985385}}
{"type":"message","id":"041aa29d","parentId":"cbbeed4a","timestamp":"2026-06-12T08:30:28.590Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户说不需要全部写出来，统计最常用最主流的就好了。这意味着用户想简化 skill，不需要递归发现所有深层子命令，只需要统计最常用、最主流的命令即可。\n\n让我重新思考这个 skill 的设计，简化它：\n\n1. 不需要递归发现所有命令树到第4层深度\n2. 只需要获取顶层命令 + 常用二级子命令\n3. 输出更简洁的 Markdown 指南\n4. 脚本也可以大幅简化\n\n用户的核心需求是：给定一个 CLI 工具，生成一份中文 Markdown 参考指南，包含：\n- 版本信息\n- 命令统计（顶层 + 常用子命令）\n- 每个命令的中文说明\n\n让我简化整个 skill 和脚本。","thinkingSignature":"reasoning_content"},{"type":"text","text":"好的，理解了！简化思路——只统计常用主流命令，不需要递归到底层。让我重写整个 skill 和脚本："},{"type":"toolCall","id":"call_eb85","name":"write","arguments":{"content":"---\nname: cli-guide-zh-skill\ndescription: 将命令行工具的常用命令总结为中文 Markdown 参考指南。当用户要求把某个 CLI 工具整理成文档、生成命令手册、总结命令用法、翻译帮助为中文时触发。触发词：总结命令行工具、CLI 命令指南、命令参考文档、把xx工具整理成文档、生成命令手册。\n---\n\n# CLI 工具中文 Markdown 指南生成器\n\n将命令行工具的常用命令发现、翻译并整理为中文 Markdown 参考指南。\n\n## 适用场景\n\n- \"帮我把 gh 命令行工具总结成 markdown 文档\"\n- \"把 docker 的常用命令整理成中文指南\"\n- \"生成 kubectl 命令参考手册\"\n- \"把 xx 的 help 翻译成中文文档\"\n\n## 输出格式\n\n生成的 Markdown 文档**必须**遵循以下结构：\n\n```markdown\n# {工具名} 中文参考指南\n\n> 版本：{版本号}\n\n---\n\n## 命令统计\n\n| 类别 | 数量 |\n|------|------|\n| 顶层命令 | {n} |\n| 子命令（含多级） | {m} |\n| 合计 | {total} |\n\n## 目录\n\n- [1. 概述](#1-概述)\n- [2. 命令参考](#2-命令参考)\n  - [2.1 command-name](#21-command-name)\n\n## 1. 概述\n\n{工具的简短中文介绍}\n\n## 2. 命令参考\n\n### 2.1 `command-name`\n\n{中文说明}\n\n**用法：** `tool command-name [flags]`\n\n| 子命令 | 中文说明 |\n|--------|---------|\n| sub1 | 子命令说明 |\n| sub2 | 子命令说明 |\n\n| 选项 | 中文说明 |\n|------|---------|\n| --flag | 选项说明 |\n```\n\n## 执行步骤\n\n### 第一步：获取版本\n\n依次尝试 `--version`、`-v`、`version`，成功即停。\n\n### 第二步：发现命令树\n\n使用辅助脚本自动发现：\n\n```bash\npython3 {SKILL_DIR}/scripts/discover_cmds.py <tool> [--max-depth 2] [--timeout 10]\n```\n\n默认 `--max-depth 2`，只展开到二级子命令。对于子命令较多的工具（如 kubectl），可以用 `--max-depth 1` 只展开顶层。\n\n脚本输出 JSON，包含每条命令的名称、描述和子命令列表。\n\n### 第三步：翻译与整理\n\n- 所有英文描述翻译为**自然、简洁的中文**\n- 命令名、参数名、选项名**保持原文**\n- 常见术语使用统一翻译（见下方对照表）\n- 别名（如 `gh co` = `pr checkout`）在文档中标注「别名」\n- 预览版命令标注「（预览版）」\n\n### 第四步：生成 Markdown\n\n按上述模板组装文档，保存到用户指定路径，或默认 `/shumengya/docs/<tool>-guide.md`。\n\n## 术语对照表\n\n| English | 中文 |\n|---------|------|\n| create | 创建 |\n| delete | 删除 |\n| list | 列出 |\n| view | 查看 |\n| edit | 编辑 |\n| update | 更新 |\n| add | 添加 |\n| remove | 移除 |\n| set | 设置 |\n| get | 获取 |\n| download | 下载 |\n| upload | 上传 |\n| install | 安装 |\n| search | 搜索 |\n| clone | 克隆 |\n| fork | 派生 |\n| merge | 合并 |\n| repository | 仓库 |\n| issue | 议题 |\n| pull request | 拉取请求 |\n| workflow | 工作流 |\n| cache | 缓存 |\n| secret | 密钥 |\n| variable | 变量 |\n| authenticate | 认证 |\n| configuration | 配置 |\n| extension | 扩展 |","path":"/shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/SKILL.md"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":49895,"output":1099,"cacheRead":24256,"cacheWrite":0,"totalTokens":75250,"cost":{"input":0.069853,"output":0.004835600000000001,"cacheRead":0.00630656,"cacheWrite":0,"total":0.08099516}},"stopReason":"toolUse","timestamp":1781252987401,"responseId":"chatcmpl-R6LMPYlF9pvp2mhbTdDOtVk9","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"caadec11","parentId":"041aa29d","timestamp":"2026-06-12T08:30:28.603Z","message":{"role":"toolResult","toolCallId":"call_eb85","toolName":"write","content":[{"type":"text","text":"Successfully wrote 1853 bytes to /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill/SKILL.md"}],"isError":false,"timestamp":1781253028603}}
{"type":"message","id":"1d20be10","parentId":"caadec11","timestamp":"2026-06-12T08:31:20.035Z","message":{"role":"assistant","content":[{"type":"text","text":"现在重写脚本，只做 2 层深度的发现，更简洁可靠："}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"aborted","timestamp":1781253028605,"responseId":"chatcmpl-RGxSFWwwrpDXbZ3v7dZJqARL","responseModel":"frank/GLM-5.1","errorMessage":"Operation aborted"}}
{"type":"message","id":"ac84f53b","parentId":"1d20be10","timestamp":"2026-06-12T08:31:33.390Z","message":{"role":"user","content":[{"type":"text","text":"把这个skills删掉 不用写了"}],"timestamp":1781253093389}}
{"type":"message","id":"7e0a45ee","parentId":"ac84f53b","timestamp":"2026-06-12T08:31:46.148Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"The user wants to delete the cli-guide-zh-skill that wasjust created.","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_ad09","name":"bash","arguments":{"command":"rm -rf /shumengya/project/agent/sproutclaw/.pi/agent/skills/cli-guide-zh-skill"}}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":75097,"output":54,"cacheRead":32,"cacheWrite":0,"totalTokens":75183,"cost":{"input":0.1051358,"output":0.0002376,"cacheRead":0.00000832,"cacheWrite":0,"total":0.10538172000000001}},"stopReason":"toolUse","timestamp":1781253093392,"responseId":"chatcmpl-RSzxotBiebf3YUkzGNytJroR","responseModel":"frank/GLM-5.1"}}
{"type":"message","id":"f6442ece","parentId":"7e0a45ee","timestamp":"2026-06-12T08:31:46.168Z","message":{"role":"toolResult","toolCallId":"call_ad09","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1781253106168}}
{"type":"message","id":"55f6e506","parentId":"f6442ece","timestamp":"2026-06-12T08:31:49.667Z","message":{"role":"assistant","content":[{"type":"text","text":"已删除 `cli-guide-zh-skill` (｀・ω・´)"}],"api":"openai-completions","provider":"opencode-go-openai","model":"glm-5.1","usage":{"input":55,"output":19,"cacheRead":75136,"cacheWrite":0,"totalTokens":75210,"cost":{"input":0.000077,"output":0.0000836,"cacheRead":0.01953536,"cacheWrite":0,"total":0.019695960000000002}},"stopReason":"stop","timestamp":1781253106171,"responseId":"chatcmpl-RHOEKTyLQlw286UnsxwZljNy","responseModel":"frank/GLM-5.1"}}