[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6GVY7HRAP8BXSHSAYVG5J11":3,"skill-same:01M6GVY7HRAP8BXSHSAYVG5J11":85},{"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":28,"publishedAt":49,"linkOnly":50,"markdownContent":51,"markdownBody":52,"frontMatter":53,"refName":57,"commitSha":58,"skillDirectory":59,"forksCount":60,"repositoryHtmlUrl":61,"repositoryHomepageUrl":6,"ownerHtmlUrl":62,"ownerBlogUrl":6,"ownerDescription":63,"updatedAt":64,"install":65,"resources":78},"01M6GVY7HRAP8BXSHSAYVG5J11","code-review",null,"Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue\u002Fspec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to \"review since X\".","fderuiter\u002Fquasiperfect","fderuiter","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F127706008?v=4","01M6C40AWP9EPQBS3EG0RF5DRD","Frederick de Ruiter","01M6GVY20Q2YSNNCWRVRAP145Y",1,"MIT","https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fcode-review\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000007","代码审查","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":26,"taxonomyTypeDesc":27},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],"review","code review","code","reviews","progress","base","what the","issue","reports","standards","use","repo","branch","work","parallel","matt pocock","pr","merge","commit","spec","2026-11-10 10:12:30",false,"---\nname: code-review\ndescription: \"Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue\u002Fspec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to \\\"review since X\\\".\"\nlicense: MIT\nmetadata:\n  author: Matt Pocock\n  version: \"1.0\"\n---\n\nTwo-axis review of the diff between `HEAD` and a fixed point the user supplies:\n\n- **Standards**: does the code conform to this repo's documented coding standards?\n- **Spec**: does the code faithfully implement the originating issue \u002F spec?\n\nBoth axes run as **parallel sub-agents** so they don't pollute each other's context, then this skill aggregates their findings.\n\nThe issue tracker should have been provided to you. If `docs\u002Fagents\u002Fissue-tracker.md` is missing, tell the user to run `\u002Fsetup-matt-pocock-skills`.\n\n## Process\n\n### 1. Pin the fixed point\n\nWhatever the user said is the fixed point (a commit SHA, branch name, tag, `main`, `HEAD~5`, etc.). If they didn't specify one, ask for it.\n\nCapture the diff command once: `git diff \u003Cfixed-point>...HEAD` (three-dot, so the comparison is against the merge-base). Also note the list of commits via `git log \u003Cfixed-point>..HEAD --oneline`.\n\nBefore going further, confirm the fixed point resolves (`git rev-parse \u003Cfixed-point>`) and the diff is non-empty. A bad ref or empty diff should fail here, not inside two parallel sub-agents.\n\n### 2. Identify the spec source\n\nLook for the originating spec, in this order:\n\n1. Issue references in the commit messages (`#123`, `Closes #45`, GitLab `!67`, etc.), fetched via the workflow in `docs\u002Fagents\u002Fissue-tracker.md`.\n2. A path the user passed as an argument.\n3. A spec file under `docs\u002F`, `specs\u002F`, or `.scratch\u002F` matching the branch name or feature.\n4. If nothing is found, ask the user where the spec is. If they say there isn't one, the **Spec** sub-agent will skip and report \"no spec available\".\n\n### 3. Identify the standards sources\n\nAnything in the repo that documents how code should be written, such as `CODING_STANDARDS.md` or `CONTRIBUTING.md`.\n\nOn top of whatever the repo documents, the Standards axis always carries the **smell baseline** below: a fixed set of Fowler code smells (_Refactoring_, ch.3) that applies even when a repo documents nothing. Two rules bind it:\n\n- **The repo overrides.** A documented repo standard always wins; where it endorses something the baseline would flag, suppress the smell.\n- **Always a judgement call.** Each smell is a labelled heuristic (\"possible Feature Envy\"), never a hard violation. Like any standard here, skip anything tooling already enforces.\n\nEach smell reads *what it is* → *how to fix*; match it against the diff:\n\n- **Mysterious Name**: a function, variable, or type whose name doesn't reveal what it does or holds. → rename it; if no honest name comes, the design's murky.\n- **Duplicated Code**: the same logic shape appears in more than one hunk or file in the change. → extract the shared shape, call it from both.\n- **Feature Envy**: a method that reaches into another object's data more than its own. → move the method onto the data it envies.\n- **Data Clumps**: the same few fields or params keep travelling together (a type wanting to be born). → bundle them into one type, pass that.\n- **Primitive Obsession**: a primitive or string standing in for a domain concept that deserves its own type. → give the concept its own small type.\n- **Repeated Switches**: the same `switch`\u002F`if`-cascade on the same type recurs across the change. → replace with polymorphism, or one map both sites share.\n- **Shotgun Surgery**: one logical change forces scattered edits across many files in the diff. → gather what changes together into one module.\n- **Divergent Change**: one file or module is edited for several unrelated reasons. → split so each module changes for one reason.\n- **Speculative Generality**: abstraction, parameters, or hooks added for needs the spec doesn't have. → delete it; inline back until a real need shows.\n- **Message Chains**: long `a.b().c().d()` navigation the caller shouldn't depend on. → hide the walk behind one method on the first object.\n- **Middle Man**: a class or function that mostly just delegates onward. → cut it, call the real target direct.\n- **Refused Bequest**: a subclass or implementer that ignores or overrides most of what it inherits. → drop the inheritance, use composition.\n\n### 4. Spawn both sub-agents in parallel\n\n**Standards sub-agent prompt** should include:\n\n- The full diff command and commit list.\n- The list of standards-source files you found in step 3, **plus the smell baseline from step 3** pasted in full (the sub-agent has no other access to it).\n- The brief: \"Report, per file\u002Fhunk where relevant, (a) every place the diff violates a documented standard: cite the standard (file + the rule); and (b) any baseline smell you spot: name it and quote the hunk. Distinguish hard violations from judgement calls: documented-standard breaches can be hard, but baseline smells are always judgement calls, and a documented repo standard overrides the baseline. Skip anything tooling enforces. Under 400 words.\"\n\n**Spec sub-agent prompt** should include:\n\n- The diff command and commit list.\n- The path or fetched contents of the spec.\n- The brief: \"Report: (a) requirements the spec asked for that are missing or partial; (b) behaviour in the diff that wasn't asked for (scope creep); (c) requirements that look implemented but where the implementation looks wrong. Quote the spec line for each finding. Under 400 words.\"\n\nIf the spec is missing, skip the Spec sub-agent and note this in the final report.\n\n### 5. Aggregate\n\nPresent the two reports under `## Standards` and `## Spec` headings, verbatim or lightly cleaned. Do **not** merge or rerank findings, because the two axes are deliberately separate (see _Why two axes_).\n\nEnd with a one-line summary: total findings per axis, and the worst issue _within each axis_ (if any). Don't pick a single winner across axes: that's the reranking the separation exists to prevent.\n\n## Why two axes\n\nA change can pass one axis and fail the other:\n\n- Code that follows every standard but implements the wrong thing → **Standards pass, Spec fail.**\n- Code that does exactly what the issue asked but breaks the project's conventions → **Spec pass, Standards fail.**\n\nReporting them separately stops one axis from masking the other.\n","Two-axis review of the diff between `HEAD` and a fixed point the user supplies:\n\n- **Standards**: does the code conform to this repo's documented coding standards?\n- **Spec**: does the code faithfully implement the originating issue \u002F spec?\n\nBoth axes run as **parallel sub-agents** so they don't pollute each other's context, then this skill aggregates their findings.\n\nThe issue tracker should have been provided to you. If `docs\u002Fagents\u002Fissue-tracker.md` is missing, tell the user to run `\u002Fsetup-matt-pocock-skills`.\n\n## Process\n\n### 1. Pin the fixed point\n\nWhatever the user said is the fixed point (a commit SHA, branch name, tag, `main`, `HEAD~5`, etc.). If they didn't specify one, ask for it.\n\nCapture the diff command once: `git diff \u003Cfixed-point>...HEAD` (three-dot, so the comparison is against the merge-base). Also note the list of commits via `git log \u003Cfixed-point>..HEAD --oneline`.\n\nBefore going further, confirm the fixed point resolves (`git rev-parse \u003Cfixed-point>`) and the diff is non-empty. A bad ref or empty diff should fail here, not inside two parallel sub-agents.\n\n### 2. Identify the spec source\n\nLook for the originating spec, in this order:\n\n1. Issue references in the commit messages (`#123`, `Closes #45`, GitLab `!67`, etc.), fetched via the workflow in `docs\u002Fagents\u002Fissue-tracker.md`.\n2. A path the user passed as an argument.\n3. A spec file under `docs\u002F`, `specs\u002F`, or `.scratch\u002F` matching the branch name or feature.\n4. If nothing is found, ask the user where the spec is. If they say there isn't one, the **Spec** sub-agent will skip and report \"no spec available\".\n\n### 3. Identify the standards sources\n\nAnything in the repo that documents how code should be written, such as `CODING_STANDARDS.md` or `CONTRIBUTING.md`.\n\nOn top of whatever the repo documents, the Standards axis always carries the **smell baseline** below: a fixed set of Fowler code smells (_Refactoring_, ch.3) that applies even when a repo documents nothing. Two rules bind it:\n\n- **The repo overrides.** A documented repo standard always wins; where it endorses something the baseline would flag, suppress the smell.\n- **Always a judgement call.** Each smell is a labelled heuristic (\"possible Feature Envy\"), never a hard violation. Like any standard here, skip anything tooling already enforces.\n\nEach smell reads *what it is* → *how to fix*; match it against the diff:\n\n- **Mysterious Name**: a function, variable, or type whose name doesn't reveal what it does or holds. → rename it; if no honest name comes, the design's murky.\n- **Duplicated Code**: the same logic shape appears in more than one hunk or file in the change. → extract the shared shape, call it from both.\n- **Feature Envy**: a method that reaches into another object's data more than its own. → move the method onto the data it envies.\n- **Data Clumps**: the same few fields or params keep travelling together (a type wanting to be born). → bundle them into one type, pass that.\n- **Primitive Obsession**: a primitive or string standing in for a domain concept that deserves its own type. → give the concept its own small type.\n- **Repeated Switches**: the same `switch`\u002F`if`-cascade on the same type recurs across the change. → replace with polymorphism, or one map both sites share.\n- **Shotgun Surgery**: one logical change forces scattered edits across many files in the diff. → gather what changes together into one module.\n- **Divergent Change**: one file or module is edited for several unrelated reasons. → split so each module changes for one reason.\n- **Speculative Generality**: abstraction, parameters, or hooks added for needs the spec doesn't have. → delete it; inline back until a real need shows.\n- **Message Chains**: long `a.b().c().d()` navigation the caller shouldn't depend on. → hide the walk behind one method on the first object.\n- **Middle Man**: a class or function that mostly just delegates onward. → cut it, call the real target direct.\n- **Refused Bequest**: a subclass or implementer that ignores or overrides most of what it inherits. → drop the inheritance, use composition.\n\n### 4. Spawn both sub-agents in parallel\n\n**Standards sub-agent prompt** should include:\n\n- The full diff command and commit list.\n- The list of standards-source files you found in step 3, **plus the smell baseline from step 3** pasted in full (the sub-agent has no other access to it).\n- The brief: \"Report, per file\u002Fhunk where relevant, (a) every place the diff violates a documented standard: cite the standard (file + the rule); and (b) any baseline smell you spot: name it and quote the hunk. Distinguish hard violations from judgement calls: documented-standard breaches can be hard, but baseline smells are always judgement calls, and a documented repo standard overrides the baseline. Skip anything tooling enforces. Under 400 words.\"\n\n**Spec sub-agent prompt** should include:\n\n- The diff command and commit list.\n- The path or fetched contents of the spec.\n- The brief: \"Report: (a) requirements the spec asked for that are missing or partial; (b) behaviour in the diff that wasn't asked for (scope creep); (c) requirements that look implemented but where the implementation looks wrong. Quote the spec line for each finding. Under 400 words.\"\n\nIf the spec is missing, skip the Spec sub-agent and note this in the final report.\n\n### 5. Aggregate\n\nPresent the two reports under `## Standards` and `## Spec` headings, verbatim or lightly cleaned. Do **not** merge or rerank findings, because the two axes are deliberately separate (see _Why two axes_).\n\nEnd with a one-line summary: total findings per axis, and the worst issue _within each axis_ (if any). Don't pick a single winner across axes: that's the reranking the separation exists to prevent.\n\n## Why two axes\n\nA change can pass one axis and fail the other:\n\n- Code that follows every standard but implements the wrong thing → **Standards pass, Spec fail.**\n- Code that does exactly what the issue asked but breaks the project's conventions → **Spec pass, Standards fail.**\n\nReporting them separately stops one axis from masking the other.\n",{"name":5,"license":15,"metadata":54,"description":7},{"author":55,"version":56},"Matt Pocock","1.0","main","34cd35860475795b18df03942dc2c6e0134689d1",".agents\u002Fskills\u002Fcode-review",0,"https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect","https:\u002F\u002Fgithub.com\u002Ffderuiter","Clinical Data Specialist at @Bright-Research \r\n\r\nInterests in Photogrammetry, Data Analytics + Pipelines, Mathematics, and AI\u002FML.\r\n\r\nPython, Rust, TS.","2026-10-24 01:09:40",{"source":8,"skillName":5,"commands":66,"prompt":76,"zipAvailable":77},[67,70,73],{"tool":68,"command":69},"npx","npx skills add fderuiter\u002Fquasiperfect --skill code-review",{"tool":71,"command":72},"bunx","bunx skills add fderuiter\u002Fquasiperfect --skill code-review",{"tool":74,"command":75},"pnpm","pnpm dlx skills add fderuiter\u002Fquasiperfect --skill code-review","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fcode-review\u002FSKILL.md",true,[79],{"path":80,"resourceType":81,"resourceTypeDesc":82,"sizeBytes":83,"sourceHtmlUrl":84},"agents\u002Fopenai.yaml","REFERENCE","参考文档",100,"https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fcode-review\u002Fagents\u002Fopenai.yaml",[86,105,118,130,144,167],{"skillNo":87,"name":88,"nameZh":6,"description":89,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":90,"categories":91,"keywords":98,"publishedAt":49},"01M6GW6X7CNR6594BPFHA36646","writing-shape","Writing, exploit: shape raw material into an article, paragraph by paragraph.","https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.jules\u002Fskills\u002Fwriting-shape\u002FSKILL.md",[92,95],{"categoryNo":93,"categoryName":94,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":96,"categoryName":97,"taxonomyType":26,"taxonomyTypeDesc":27},"01JBSEEDCAT000000000000036","内容创作者",[99,100,101,44,102,103,104],"shape","writing shape","writing","exploit","article","material",{"skillNo":106,"name":107,"nameZh":6,"description":108,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":109,"categories":110,"keywords":113,"publishedAt":49},"01M6GW6SMRGKARAXABEDJF54MJ","writing-fragments","Writing, explore: mine raw fragments, no structure yet.","https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.jules\u002Fskills\u002Fwriting-fragments\u002FSKILL.md",[111,112],{"categoryNo":93,"categoryName":94,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":96,"categoryName":97,"taxonomyType":26,"taxonomyTypeDesc":27},[114,101,115,44,116,117],"writing fragments","explore","structure","mine",{"skillNo":119,"name":120,"nameZh":6,"description":121,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":122,"categories":123,"keywords":126,"publishedAt":49},"01M6GW6NK3BA8SN8R2ECQ6A8AD","writing-for-agents","Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.","https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.jules\u002Fskills\u002Fwriting-for-agents\u002FSKILL.md",[124,125],{"categoryNo":93,"categoryName":94,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":96,"categoryName":97,"taxonomyType":26,"taxonomyTypeDesc":27},[101,127,128,44,129,39],"writing for agents","documents","editing",{"skillNo":131,"name":132,"nameZh":6,"description":133,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":134,"categories":135,"keywords":138,"publishedAt":49},"01M6GW6JMS0S9N1AWMZAR0EZEA","writing-beats","Writing, exploit; assemble raw material into a journey of beats, grounding each term before a beat leans on it.","https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.jules\u002Fskills\u002Fwriting-beats\u002FSKILL.md",[136,137],{"categoryNo":93,"categoryName":94,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":96,"categoryName":97,"taxonomyType":26,"taxonomyTypeDesc":27},[101,139,104,140,102,141,44,142,143],"writing beats","journey","assemble","it","grounding",{"skillNo":145,"name":146,"nameZh":6,"description":147,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":148,"categories":149,"keywords":150,"publishedAt":49},"01M6GW6E5EV7KTHFSCMFZ5VEC3","wizard","Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or running a one-off migration or cutover. Don't invoke this for steps the agent can perform itself.","https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.jules\u002Fskills\u002Fwizard\u002FSKILL.md",[],[146,151,152,153,154,155,156,157,158,159,160,161,162,163,164,44,165,39,166],"can","third-party","human","provisioning infrastructure","up","migration","dashboard","infrastructure","generate","ci","provisioning","credentials","secrets","Bash","interactive","only",{"skillNo":168,"name":169,"nameZh":6,"description":170,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":171,"categories":172,"keywords":173,"publishedAt":49},"01M6GW69N07VJW197QSMF1A4JQ","wayfinder","Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.","https:\u002F\u002Fgithub.com\u002Ffderuiter\u002Fquasiperfect\u002Fblob\u002Fmain\u002F.jules\u002Fskills\u002Fwayfinder\u002FSKILL.md",[],[169,174,175,176,44,177,42,178,179,36,180,181,182,183,184,185,186,187,151,188],"issue tracker","chunk","plan","decision","one at a time","session","tracker","map","time","shared","as","clear","tickets","more","at"]