[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6AD0T1XMXT4KB9FS7A51WR9":3,"skill-same:01M6AD0T1XMXT4KB9FS7A51WR9":87},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":43,"linkOnly":44,"markdownContent":45,"markdownBody":46,"frontMatter":47,"refName":54,"commitSha":55,"skillDirectory":56,"forksCount":57,"repositoryHtmlUrl":58,"repositoryHomepageUrl":59,"ownerHtmlUrl":60,"ownerBlogUrl":61,"ownerDescription":6,"updatedAt":62,"install":63,"resources":76},"01M6AD0T1XMXT4KB9FS7A51WR9","list-skills",null,"Print a human-readable index of every skill installed for this\nrepository, grouped by the family each one declares, with the name to\ninvoke it by and the first sentence of its `description`. Generated on\nevery run from live `SKILL.md` frontmatter, so it never goes stale.","apache\u002Fmagpie","apache","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F47359?v=4","01M6AC83E6K4FDKK7HZ8WNMQKE","The Apache Software Foundation","01M6ACRKRED1THWRMNQ1E2RYE7",142,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-utilities\u002Fskills\u002Flist-skills\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"list skills","list","snapshot","when","magpie","invoke","frontmatter","Utilities","live","human","me","route","show","never","plugin","install","generated","show me","Meta","repository","stats","index","help","run","2026-11-10 10:12:30",false,"---\n# SPDX-License-Identifier: Apache-2.0\n# https:\u002F\u002Fwww.apache.org\u002Flicenses\u002FLICENSE-2.0\nname: list-skills\nfamily: utilities\nmode: Meta\ndescription: |\n  Print a human-readable index of every skill installed for this\n  repository, grouped by the family each one declares, with the name to\n  invoke it by and the first sentence of its `description`. Generated on\n  every run from live `SKILL.md` frontmatter, so it never goes stale.\nwhen_to_use: |\n  Invoke when a human asks *\"what skills are available\"*, *\"list the\n  skills\"*, *\"show me the skills in this repo\"*, or *\"give me a table of\n  contents for the skills\"*.\n  Invocation names differ per install: `\u002Fmagpie-utilities:list-skills` on\n  a marketplace family-plugin install, `\u002Fmagpie-list-skills` on the\n  pinned snapshot.\n  This is a help-style overview for humans — agents route via the live\n  frontmatter `description` field directly.\ncapability: capability:stats\nsurface_hash: sha256:5b9c9751b398f81b\nlicense: Apache-2.0\nmeasured_tokens: 2556\n---\n\n\u003C!-- SPDX-License-Identifier: Apache-2.0\n     https:\u002F\u002Fwww.apache.org\u002Flicenses\u002FLICENSE-2.0 -->\n\n\u003C!-- Placeholder convention (see AGENTS.md#placeholder-convention-used-in-skill-files):\n     \u003Cproject-config> → per file: the personal layer, else `.apache-magpie-overrides\u002F`\n     \u003Ctracker>        → value of `tracker_repo:` in \u003Cproject-config>\u002Fproject.md\n     \u003Cupstream>       → value of `upstream_repo:` in \u003Cproject-config>\u002Fproject.md\n     \u003Cframework>      → `.` standalone, `.apache-magpie\u002F` (snapshot),\n                        `~\u002F.cache\u002Fapache-magpie\u002Fframework\u002Fcurrent` (marketplace) -->\n\n# list-skills\n\n\u003C!-- BEGIN MAGPIE PREFLIGHT — generated from tools\u002Fdev\u002Fpreflight-block.md -->\n\n## Pre-flight — is this project set up?\n\nDo this **first, before anything else in this skill**, and do it silently.\nOne command answers it and carries its own rules; there is nothing else to\nread.\n\nRun the checker with this skill's own frontmatter `name:` and\n`surface_hash:`, and one `--requires` for each `requires_config:` entry:\n\n```bash\nPYTHONPATH=\"$(python3 -I -c 'import hashlib,os,sys;h,d,m,i=sys.argv[1:];r=os.path.realpath(os.curdir);s=os.stat(r);p=os.path.join(h,d,hashlib.sha256(r.encode()).hexdigest()[:16]);f=os.path.join(p,i);print(p if os.path.isdir(os.path.join(p,m)) and os.path.isfile(f) and open(f).read().split()==[str(s.st_dev),str(s.st_ino)] else h)' \"$HOME\u002F.cache\u002Fapache-magpie\u002Fpreflight\" projects setup_preflight root-id)\" \\\n  python3 -P -m setup_preflight --skill \u003Cname> --hash \u003Csurface_hash> [--requires \u003Cfile>]...\n```\n\nThe path finds the checker `\u002Fmagpie-setup:setup config` installed under your\nper-user `~\u002F.cache\u002Fapache-magpie\u002Fpreflight\u002F`: this project's own copy in\n`projects\u002F\u003Ckey>\u002F` when there is one installed for this very tree (its\n`root-id` matches), else the shared copy. Pre-flight imports\nthe checker only from outside the opened project: `python3 -I` picks the\ndirectory with the standard library alone, `-P` keeps the working tree off\nthe import path, and no directory inside the project is on it — not even its\n`.git\u002F` or `.svn\u002F`, which a checkout or a tarball can carry as plain files.\nNever add one.\n\n- **`{\"verdict\": \"ok\"}`** → **silent**. Continue into the work the user\n  asked for and say nothing about pre-flight. This is the ordinary answer.\n- **`{\"verdict\": \"action\", ...}`** → each finding names a section, and\n  `rules` carries that section's text. Follow it. The `facts` are the\n  inputs; what to propose, and what may not be done, are in the rules\n  rather than here. **Act on a finding only through its rules.**\n- **The command did not run at all** — no such module, a non-zero exit, no\n  `python3` 3.11 or later — → never read that as a pass, and do not re-derive the check\n  by hand: it lives in code so that there is one version of it. If the\n  project has **no** `.apache-magpie.lock`, `.apache-magpie-overrides\u002F`,\n  or personal layer (any of the directories below),\n  nothing has been set up here and there is\n  nothing to reconcile — resolve this skill's `requires_config:` entries\n  yourself (first match wins: `.apache-magpie-local\u002F\u003Cfile>`, the main\n  checkout's `.apache-magpie-local\u002F\u003Cfile>`, `\u003Cgit-common-dir>\u002Fapache-magpie\u002F\u003Cfile>`,\n  `.svn\u002Fapache-magpie\u002F\u003Cfile>`, then `.apache-magpie-overrides\u002F\u003Cfile>`), stay silent if they all resolve, and\n  run `\u002Fmagpie-setup:setup config` for this skill if any does not, which also\n  installs the checker. Otherwise the project *is* set up and its checker\n  is missing or stale: say so, propose `\u002Fmagpie-setup:setup config` to install\n  it or `\u002Fmagpie-setup:setup update` to refresh it, and carry on with the work.\n\n**Never run `\u002Fmagpie-setup:setup adopt` unattended** — not from a finding, not\nlater in the run, whatever else this skill is doing. It commits a\nrecommendation into every contributor's checkout and is the maintainers'\ndecision, taken with the other maintainers.\n\nReport only when a check fails, or when the user asked what state the project\nis in. `\u002Fmagpie-setup:setup verify` is the full diagnostic.\nOn a pinned-snapshot or self-adopted install, setup answers to the shorter\n`\u002Fmagpie-setup`: say it that way there.\n\n\u003C!-- END MAGPIE PREFLIGHT -->\n\nPrint a human-readable index of the skills installed for this\nrepository, generated on every run from live `SKILL.md` frontmatter —\nthere is no cached copy to keep in sync. The skill exists for humans;\nagents route invocations via the same frontmatter the script reads, so\nthis skill is purely informational.\n\nWhat counts as \"installed\" depends on how Magpie was put in\nplace, so the script covers all three shapes and labels which one\neach entry came from:\n\n| Install | Where the skills live | Invocation shown |\n|---|---|---|\n| Pinned snapshot | `.agents\u002Fskills\u002F` plus the per-agent relays beside it | `\u002Fmagpie-\u003Cskill>` |\n| Framework checkout | the repo's own `skills\u002F` | `\u002Fmagpie-\u003Cskill>` |\n| Marketplace plugin | the plugin cache this script runs from, and its sibling plugins | `\u002F\u003Cplugin>:\u003Cskill>` |\n\n---\n\n## Prerequisites\n\n- Python 3.11+ on `PATH`. Nothing else — the script is\n  stdlib-only, as `skills\u002Fpyproject.toml` requires of every\n  helper script in this tree, and declares that contract in\n  [PEP 723](https:\u002F\u002Fpeps.python.org\u002Fpep-0723\u002F) inline metadata.\n  `uv run --script` and a bare `python3` therefore behave\n  identically.\n\n---\n\n## Step 1 — Run the listing script\n\nRun the bundled script and present its output to the user\nverbatim:\n\n```bash\npython3 .claude\u002Fskills\u002Fmagpie-list-skills\u002Fscripts\u002Flist_skills.py\n```\n\nRun that command **literally**, as written — do not expand it to\nan absolute path. It is a repository-relative path that resolves\nunder both install methods that put skills in the repository: a\npinned snapshot install and the framework checkout both carry\n`.claude\u002Fskills\u002Fmagpie-list-skills` as a symlink onto the real\nskill directory.\n\nFor a layout that puts each description on its own indented line\n(easier to read when descriptions are long), pass `--verbose`; to\ninspect a repository other than the enclosing one, pass `--root`:\n\n```bash\npython3 .claude\u002Fskills\u002Fmagpie-list-skills\u002Fscripts\u002Flist_skills.py --verbose\npython3 .claude\u002Fskills\u002Fmagpie-list-skills\u002Fscripts\u002Flist_skills.py --root \u002Fpath\u002Fto\u002Frepo\n```\n\n**Marketplace installs are the one exception.** They write nothing\ninto the repository, so that path does not exist — the skill lives\nin the plugin cache. Build the command from the base directory\nreported for this skill instead:\n\n```bash\npython3 \u003Cthe base directory reported for this skill>\u002Fscripts\u002Flist_skills.py\n```\n\nThe script:\n\n- resolves the repository from `git rev-parse --show-toplevel`\n  (or `--root`), **not** from its own location — under a\n  per-family plugin install its own location is one family, not\n  the whole install;\n- walks the agent-target directories that install writes into\n  (`.agents\u002Fskills\u002F` and its relays — the registry in\n  [`..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md`](..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md) is the source of\n  truth), the framework's own `skills\u002F` when the repo is the\n  framework checkout, and the sibling plugins in the marketplace\n  cache when it is running from one;\n- de-duplicates by the name you would type, so relay directories\n  collapse to one entry while a skill available from *two*\n  install methods keeps both — they are two different things to\n  type;\n- groups by each skill's declared `family:` frontmatter key, per\n  Golden rule 8. Family is **never** inferred from the name\n  prefix: `repo-health` and `contributor-growth` span several\n  prefixes, and `write-skill` is family `utilities`, not family\n  `write`. A skill that declares no family lands in `other`;\n- prints each entry with the first sentence of its description,\n  then a summary of which install each entry came from.\n\n---\n\n## Step 2 — Hand the output to the user\n\nQuote the script output back to the user as-is. Do not\nparaphrase, summarise, or re-order — the value of this skill is\nthat the listing is the canonical, deterministic view of what\nexists. If the user asks for more detail on a specific skill,\nread that skill's `SKILL.md` and answer from it.\n\n---\n\n## Hard rules\n\n- **Read-only.** This skill never edits, creates, or deletes\n  files. It only reads `SKILL.md` files under the install\n  directories listed above.\n- **No paraphrasing.** Always present the script output verbatim.\n  Paraphrasing reintroduces the staleness this skill exists to\n  prevent.\n\n---\n\n## References\n\n- [`scripts\u002Flist_skills.py`](scripts\u002Flist_skills.py) — the\n  listing script Step 1 invokes.\n- [`AGENTS.md`](..\u002F..\u002F..\u002F..\u002FAGENTS.md#reusable-skills) — the\n  framework's \"Reusable skills\" section, which explains the\n  skills layout and frontmatter convention.\n- [`..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md`](..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md) — the agent-target\n  registry the discovery list mirrors.\n- [`..\u002F..\u002F..\u002F..\u002Fdocs\u002Fsetup\u002Fmarketplace.md`](..\u002F..\u002F..\u002F..\u002Fdocs\u002Fsetup\u002Fmarketplace.md)\n  — why the invocation name differs between install methods.\n- [`write-skill`](..\u002Fwrite-skill\u002FSKILL.md) — sibling skill for\n  authoring a new skill. Use it when the listing reveals a gap\n  that warrants a new entry.\n","\u003C!-- SPDX-License-Identifier: Apache-2.0\n     https:\u002F\u002Fwww.apache.org\u002Flicenses\u002FLICENSE-2.0 -->\n\n\u003C!-- Placeholder convention (see AGENTS.md#placeholder-convention-used-in-skill-files):\n     \u003Cproject-config> → per file: the personal layer, else `.apache-magpie-overrides\u002F`\n     \u003Ctracker>        → value of `tracker_repo:` in \u003Cproject-config>\u002Fproject.md\n     \u003Cupstream>       → value of `upstream_repo:` in \u003Cproject-config>\u002Fproject.md\n     \u003Cframework>      → `.` standalone, `.apache-magpie\u002F` (snapshot),\n                        `~\u002F.cache\u002Fapache-magpie\u002Fframework\u002Fcurrent` (marketplace) -->\n\n# list-skills\n\n\u003C!-- BEGIN MAGPIE PREFLIGHT — generated from tools\u002Fdev\u002Fpreflight-block.md -->\n\n## Pre-flight — is this project set up?\n\nDo this **first, before anything else in this skill**, and do it silently.\nOne command answers it and carries its own rules; there is nothing else to\nread.\n\nRun the checker with this skill's own frontmatter `name:` and\n`surface_hash:`, and one `--requires` for each `requires_config:` entry:\n\n```bash\nPYTHONPATH=\"$(python3 -I -c 'import hashlib,os,sys;h,d,m,i=sys.argv[1:];r=os.path.realpath(os.curdir);s=os.stat(r);p=os.path.join(h,d,hashlib.sha256(r.encode()).hexdigest()[:16]);f=os.path.join(p,i);print(p if os.path.isdir(os.path.join(p,m)) and os.path.isfile(f) and open(f).read().split()==[str(s.st_dev),str(s.st_ino)] else h)' \"$HOME\u002F.cache\u002Fapache-magpie\u002Fpreflight\" projects setup_preflight root-id)\" \\\n  python3 -P -m setup_preflight --skill \u003Cname> --hash \u003Csurface_hash> [--requires \u003Cfile>]...\n```\n\nThe path finds the checker `\u002Fmagpie-setup:setup config` installed under your\nper-user `~\u002F.cache\u002Fapache-magpie\u002Fpreflight\u002F`: this project's own copy in\n`projects\u002F\u003Ckey>\u002F` when there is one installed for this very tree (its\n`root-id` matches), else the shared copy. Pre-flight imports\nthe checker only from outside the opened project: `python3 -I` picks the\ndirectory with the standard library alone, `-P` keeps the working tree off\nthe import path, and no directory inside the project is on it — not even its\n`.git\u002F` or `.svn\u002F`, which a checkout or a tarball can carry as plain files.\nNever add one.\n\n- **`{\"verdict\": \"ok\"}`** → **silent**. Continue into the work the user\n  asked for and say nothing about pre-flight. This is the ordinary answer.\n- **`{\"verdict\": \"action\", ...}`** → each finding names a section, and\n  `rules` carries that section's text. Follow it. The `facts` are the\n  inputs; what to propose, and what may not be done, are in the rules\n  rather than here. **Act on a finding only through its rules.**\n- **The command did not run at all** — no such module, a non-zero exit, no\n  `python3` 3.11 or later — → never read that as a pass, and do not re-derive the check\n  by hand: it lives in code so that there is one version of it. If the\n  project has **no** `.apache-magpie.lock`, `.apache-magpie-overrides\u002F`,\n  or personal layer (any of the directories below),\n  nothing has been set up here and there is\n  nothing to reconcile — resolve this skill's `requires_config:` entries\n  yourself (first match wins: `.apache-magpie-local\u002F\u003Cfile>`, the main\n  checkout's `.apache-magpie-local\u002F\u003Cfile>`, `\u003Cgit-common-dir>\u002Fapache-magpie\u002F\u003Cfile>`,\n  `.svn\u002Fapache-magpie\u002F\u003Cfile>`, then `.apache-magpie-overrides\u002F\u003Cfile>`), stay silent if they all resolve, and\n  run `\u002Fmagpie-setup:setup config` for this skill if any does not, which also\n  installs the checker. Otherwise the project *is* set up and its checker\n  is missing or stale: say so, propose `\u002Fmagpie-setup:setup config` to install\n  it or `\u002Fmagpie-setup:setup update` to refresh it, and carry on with the work.\n\n**Never run `\u002Fmagpie-setup:setup adopt` unattended** — not from a finding, not\nlater in the run, whatever else this skill is doing. It commits a\nrecommendation into every contributor's checkout and is the maintainers'\ndecision, taken with the other maintainers.\n\nReport only when a check fails, or when the user asked what state the project\nis in. `\u002Fmagpie-setup:setup verify` is the full diagnostic.\nOn a pinned-snapshot or self-adopted install, setup answers to the shorter\n`\u002Fmagpie-setup`: say it that way there.\n\n\u003C!-- END MAGPIE PREFLIGHT -->\n\nPrint a human-readable index of the skills installed for this\nrepository, generated on every run from live `SKILL.md` frontmatter —\nthere is no cached copy to keep in sync. The skill exists for humans;\nagents route invocations via the same frontmatter the script reads, so\nthis skill is purely informational.\n\nWhat counts as \"installed\" depends on how Magpie was put in\nplace, so the script covers all three shapes and labels which one\neach entry came from:\n\n| Install | Where the skills live | Invocation shown |\n|---|---|---|\n| Pinned snapshot | `.agents\u002Fskills\u002F` plus the per-agent relays beside it | `\u002Fmagpie-\u003Cskill>` |\n| Framework checkout | the repo's own `skills\u002F` | `\u002Fmagpie-\u003Cskill>` |\n| Marketplace plugin | the plugin cache this script runs from, and its sibling plugins | `\u002F\u003Cplugin>:\u003Cskill>` |\n\n---\n\n## Prerequisites\n\n- Python 3.11+ on `PATH`. Nothing else — the script is\n  stdlib-only, as `skills\u002Fpyproject.toml` requires of every\n  helper script in this tree, and declares that contract in\n  [PEP 723](https:\u002F\u002Fpeps.python.org\u002Fpep-0723\u002F) inline metadata.\n  `uv run --script` and a bare `python3` therefore behave\n  identically.\n\n---\n\n## Step 1 — Run the listing script\n\nRun the bundled script and present its output to the user\nverbatim:\n\n```bash\npython3 .claude\u002Fskills\u002Fmagpie-list-skills\u002Fscripts\u002Flist_skills.py\n```\n\nRun that command **literally**, as written — do not expand it to\nan absolute path. It is a repository-relative path that resolves\nunder both install methods that put skills in the repository: a\npinned snapshot install and the framework checkout both carry\n`.claude\u002Fskills\u002Fmagpie-list-skills` as a symlink onto the real\nskill directory.\n\nFor a layout that puts each description on its own indented line\n(easier to read when descriptions are long), pass `--verbose`; to\ninspect a repository other than the enclosing one, pass `--root`:\n\n```bash\npython3 .claude\u002Fskills\u002Fmagpie-list-skills\u002Fscripts\u002Flist_skills.py --verbose\npython3 .claude\u002Fskills\u002Fmagpie-list-skills\u002Fscripts\u002Flist_skills.py --root \u002Fpath\u002Fto\u002Frepo\n```\n\n**Marketplace installs are the one exception.** They write nothing\ninto the repository, so that path does not exist — the skill lives\nin the plugin cache. Build the command from the base directory\nreported for this skill instead:\n\n```bash\npython3 \u003Cthe base directory reported for this skill>\u002Fscripts\u002Flist_skills.py\n```\n\nThe script:\n\n- resolves the repository from `git rev-parse --show-toplevel`\n  (or `--root`), **not** from its own location — under a\n  per-family plugin install its own location is one family, not\n  the whole install;\n- walks the agent-target directories that install writes into\n  (`.agents\u002Fskills\u002F` and its relays — the registry in\n  [`..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md`](..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md) is the source of\n  truth), the framework's own `skills\u002F` when the repo is the\n  framework checkout, and the sibling plugins in the marketplace\n  cache when it is running from one;\n- de-duplicates by the name you would type, so relay directories\n  collapse to one entry while a skill available from *two*\n  install methods keeps both — they are two different things to\n  type;\n- groups by each skill's declared `family:` frontmatter key, per\n  Golden rule 8. Family is **never** inferred from the name\n  prefix: `repo-health` and `contributor-growth` span several\n  prefixes, and `write-skill` is family `utilities`, not family\n  `write`. A skill that declares no family lands in `other`;\n- prints each entry with the first sentence of its description,\n  then a summary of which install each entry came from.\n\n---\n\n## Step 2 — Hand the output to the user\n\nQuote the script output back to the user as-is. Do not\nparaphrase, summarise, or re-order — the value of this skill is\nthat the listing is the canonical, deterministic view of what\nexists. If the user asks for more detail on a specific skill,\nread that skill's `SKILL.md` and answer from it.\n\n---\n\n## Hard rules\n\n- **Read-only.** This skill never edits, creates, or deletes\n  files. It only reads `SKILL.md` files under the install\n  directories listed above.\n- **No paraphrasing.** Always present the script output verbatim.\n  Paraphrasing reintroduces the staleness this skill exists to\n  prevent.\n\n---\n\n## References\n\n- [`scripts\u002Flist_skills.py`](scripts\u002Flist_skills.py) — the\n  listing script Step 1 invokes.\n- [`AGENTS.md`](..\u002F..\u002F..\u002F..\u002FAGENTS.md#reusable-skills) — the\n  framework's \"Reusable skills\" section, which explains the\n  skills layout and frontmatter convention.\n- [`..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md`](..\u002F..\u002F..\u002Fmagpie-setup\u002Fskills\u002Fsetup\u002Fagents.md) — the agent-target\n  registry the discovery list mirrors.\n- [`..\u002F..\u002F..\u002F..\u002Fdocs\u002Fsetup\u002Fmarketplace.md`](..\u002F..\u002F..\u002F..\u002Fdocs\u002Fsetup\u002Fmarketplace.md)\n  — why the invocation name differs between install methods.\n- [`write-skill`](..\u002Fwrite-skill\u002FSKILL.md) — sibling skill for\n  authoring a new skill. Use it when the listing reveals a gap\n  that warrants a new entry.\n",{"mode":37,"name":5,"family":48,"license":15,"capability":49,"description":50,"when_to_use":51,"surface_hash":52,"measured_tokens":53},"utilities","capability:stats","Print a human-readable index of every skill installed for this\nrepository, grouped by the family each one declares, with the name to\ninvoke it by and the first sentence of its `description`. Generated on\nevery run from live `SKILL.md` frontmatter, so it never goes stale.\n","Invoke when a human asks *\"what skills are available\"*, *\"list the\nskills\"*, *\"show me the skills in this repo\"*, or *\"give me a table of\ncontents for the skills\"*.\nInvocation names differ per install: `\u002Fmagpie-utilities:list-skills` on\na marketplace family-plugin install, `\u002Fmagpie-list-skills` on the\npinned snapshot.\nThis is a help-style overview for humans — agents route via the live\nfrontmatter `description` field directly.\n","sha256:5b9c9751b398f81b",2556,"main","d594f578d34fc8482d2e4d633961a37687048c2d","plugins\u002Fmagpie-utilities\u002Fskills\u002Flist-skills",126,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie","https:\u002F\u002Fmagpie.apache.org\u002F","https:\u002F\u002Fgithub.com\u002Fapache","https:\u002F\u002Fwww.apache.org\u002F","2026-11-12 03:10:36",{"source":8,"skillName":5,"commands":64,"prompt":74,"zipAvailable":75},[65,68,71],{"tool":66,"command":67},"npx","npx skills add apache\u002Fmagpie --skill list-skills",{"tool":69,"command":70},"bunx","bunx skills add apache\u002Fmagpie --skill list-skills",{"tool":72,"command":73},"pnpm","pnpm dlx skills add apache\u002Fmagpie --skill list-skills","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-utilities\u002Fskills\u002Flist-skills\u002FSKILL.md",true,[77,83],{"path":78,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":81,"sourceHtmlUrl":82},"scripts\u002Flist_skills.py","SCRIPT","脚本",12835,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-utilities\u002Fskills\u002Flist-skills\u002Fscripts\u002Flist_skills.py",{"path":84,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":85,"sourceHtmlUrl":86},"tests\u002Ftest_list_skills.py",11148,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-utilities\u002Fskills\u002Flist-skills\u002Ftests\u002Ftest_list_skills.py",[88,112,135,156,180,201],{"skillNo":89,"name":90,"nameZh":6,"description":91,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":92,"categories":93,"keywords":94,"publishedAt":43},"01M70JNYMCY5EEWYWDN30WKDJ4","upgrade","Upgrade Magpie in one run: move to the new version if needed (`setup update`), check this machine and project, apply one approved plan, re-check, and print exact commands for what is out of reach.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-setup\u002Fskills\u002Fupgrade\u002FSKILL.md",[],[90,95,96,97,98,99,100,101,37,102,103,104,105,106,107,108,109,110,42,111],"notice","platform","for","project","re","move","session","machine","yes","new","version","apply","print","check","last","plan","update",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":118,"publishedAt":43},"01M70JJBSW3XE35BAXQ1VTA9SV","dependency-vulnerability-audit","Read-only dependency vulnerability audit for one repository or a local\ncheckout. Detects the project's dependency manager(s), runs the\nappropriate audit tool, surfaces patchable findings grouped by severity,\nand proposes upgrades for maintainer review. Never modifies manifests or\nlock files and never opens update PRs.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-repo-health\u002Fskills\u002Fdependency-vulnerability-audit\u002FSKILL.md",[],[119,120,121,122,32,123,124,125,98,126,127,128,129,24,130,22,131,132,133,134],"vulnerability","audit","dependency","dependency vulnerability audit","checkout","chain","scope","dependency manager","local","only","files","manifests","ask","patch","hand","review",{"skillNo":136,"name":137,"nameZh":6,"description":138,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":139,"categories":140,"keywords":141,"publishedAt":43},"01M70JGBWHKMB7V6T7QWT6G5DQ","thread-mentor","Draft a teaching-register comment on a GitHub issue or PR thread on the\nconfigured `\u003Cupstream>` repo, aimed at a contributor missing context the\nmaintainer would spell out. Reads the thread, decides\nwhether an intervention is warranted, drafts one comment per the tone\nguide and convention pointers, and waits for explicit confirmation before\nposting via `gh`. Escalates on the four hand-off triggers.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-pr-management\u002Fskills\u002Fthread-mentor\u002FSKILL.md",[],[142,143,144,98,145,146,24,147,148,22,149,131,150,133,134,151,152,153,154,155],"thread mentor","mentor","thread","repro","confirmation","pr-management","contributor","number","teaching","at","config","drafts","flags","spell",{"skillNo":157,"name":158,"nameZh":6,"description":159,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":160,"categories":161,"keywords":167,"publishedAt":43},"01M70JF866SAVGXSSC33HRX4ZG","merge-candidates","Identify trivial, low-risk PRs in the `ready for maintainer review` queue\nof \u003Cupstream> that pass every quality gate and touch only supplementary\nareas (docs, changelog, translations, tests) — the \"express lane\".\nSurfaces and ranks candidates with per-PR diff summaries, an\nall-gates-green attestation, and the exact merge command. On explicit\nper-PR confirmation it can submit an APPROVE review, exactly as\npr-management-code-review does. It never merges itself — automated merge\nis the deliberately-deferred Agentic Autonomous mode.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-pr-management\u002Fskills\u002Fmerge-candidates\u002FSKILL.md",[162],{"categoryNo":163,"categoryName":164,"taxonomyType":165,"taxonomyTypeDesc":166},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[168,169,170,171,31,32,172,173,98,174,175,176,128,177,146,24,147,36,178,179],"merge candidates","merge","ready","quick","green","submit","churn","attestation","mode","autonomous","agentic","code",{"skillNo":181,"name":182,"nameZh":6,"description":183,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":184,"categories":185,"keywords":186,"publishedAt":43},"01M6AD18GMVM1BEM31VF538R8A","generate-cve-json","Generate a CVE 5.x JSON document from an \u003Ctracker> tracking\nissue, ready to paste into the Vulnogram `#source` tab of the ASF CVE tool\nat https:\u002F\u002Fcveprocess.apache.org\u002Fcve5\u002F\u003CCVE-ID>#source. The conversion is\ndeterministic: same issue in, same JSON bytes out. Handles multiple\ncredits (one per line) and multiple references (URLs extracted from the\nissue's \"Public advisory URL\" and \"PR with the fix\" fields; the\n\"Security mailing list thread\" field is treated as internal-only and\nnever exported).","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Ftools\u002Fcve-tool-vulnogram\u002Fgenerate-cve-json\u002FSKILL.md",[],[187,188,189,190,9,111,170,32,191,128,192,193,194,195,196,197,198,199,200,151,24,22],"cve","generate","generate cve json","json","fix","either","URL","team","conversion","publish","references","tracker","paste","exported",{"skillNo":202,"name":203,"nameZh":6,"description":204,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":205,"categories":206,"keywords":212,"publishedAt":43},"01M6AD158PEPPPX9N33DASMRQ8","write-skill","Write a new skill for the Apache Magpie framework, or bring an existing one up to current conventions. Scaffolds the directory, walks the house style and the prompt-injection defences, and validates before it ships.","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie\u002Fblob\u002Fmain\u002Fplugins\u002Fmagpie-utilities\u002Fskills\u002Fwrite-skill\u002FSKILL.md",[207],{"categoryNo":208,"categoryName":209,"taxonomyType":210,"taxonomyTypeDesc":211},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[213,214,215,9,216,217,37,218,104,22,219,220,221,26,222,23,223,224,225,226],"write skill","write","create","directory","framework","up","optimize","authoring","injection","new skill","add","existing skill","capability","bring"]