[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCAHTZ5MXDXH1TF399W1E9":3,"skill-same:01M6DCAHTZ5MXDXH1TF399W1E9":64},{"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":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":44,"commitSha":45,"skillDirectory":46,"forksCount":14,"repositoryHtmlUrl":47,"repositoryHomepageUrl":6,"ownerHtmlUrl":48,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":49,"install":50,"resources":63},"01M6DCAHTZ5MXDXH1TF399W1E9","acceptance-review",null,"Use at the \"done\" boundary of an app change — before claiming a feature\u002Fapp works, before a PR, or when a repair session says \"fixed \u002F it works now \u002F shorts generate\". Dispatches an INDEPENDENT, ideally CROSS-MODEL reviewer (Codex or Gemini CLI, else a fresh-context Claude subagent) that adversarially judges whether the real end-to-end user journey actually works or is green-but-broken — over the DIFF + declared golden-journeys + on-disk artifact evidence the journeys ran. Returns a structured SHIP \u002F BLOCK verdict with the unproven journeys and concrete gaps. Do NOT use for ordinary code-quality review (use code-review) or for in-context self-checking (that is the biased judge this skill exists to replace).","Prekzursil\u002Fagent-skills-toolchain","Prekzursil","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F54636077?v=4","01M6DACZ1PCQHD99SCR1YXG28B","Andrei Mihai Visalon","01M6DACZ670WZF535V3WYYSS4Z",0,"MIT","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Facceptance-review\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"acceptance","acceptance review","review","evidence","app","end","feature","repair","green","quality review","done","journey","do","diff","use","session","broken","model","pr","gemini","2026-11-10 10:12:30",false,"---\nname: acceptance-review\ndescription: Use at the \"done\" boundary of an app change — before claiming a feature\u002Fapp works, before a PR, or when a repair session says \"fixed \u002F it works now \u002F shorts generate\". Dispatches an INDEPENDENT, ideally CROSS-MODEL reviewer (Codex or Gemini CLI, else a fresh-context Claude subagent) that adversarially judges whether the real end-to-end user journey actually works or is green-but-broken — over the DIFF + declared golden-journeys + on-disk artifact evidence the journeys ran. Returns a structured SHIP \u002F BLOCK verdict with the unproven journeys and concrete gaps. Do NOT use for ordinary code-quality review (use code-review) or for in-context self-checking (that is the biased judge this skill exists to replace).\n---\n\n# Acceptance Review — the cross-model \"does it actually work?\" verdict\n\nThe external-signal verifier for the \"done\" boundary. A capable model optimizes its\nown done-signal — coverage, \"tests pass\" — and stops, while the real product is\nbroken (dead buttons, \"shorts don't generate\", a severed A→B→C flow). The signal is\ngameable because the *same context that wrote the code certifies it*: intrinsic\nself-correction degrades (Huang, ICLR'24), verifier↔generator errors couple\n(\"Verification Mirage\"), and judges prefer their own output (Panickssery, NeurIPS'24).\nThis skill breaks that loop with **verifier separation** — an evaluator that did NOT\nwrite the code and, when possible, is a **different model** (VeriMAP \u002F MetaGPT), which\ndemands the real artifact and is forbidden from trusting coverage.\n\nIt complements the always-on functional-acceptance hooks (`claim-guard`,\n`test-tamper-guard`, `journey-coverage`): those *gate silently on static signals*; this\nis the human\u002Forchestrator-facing reviewer that *judges the running-app evidence and\nreturns a verdict*. See `docs\u002Fagentic-perfection\u002FAGENTIC-REPAIR-RELIABILITY.md`\n(NORTH-STAR REPAIR FLOW: \"fresh-context \u002F cross-model acceptance review over the real\nrunning app\").\n\n## When to run\n- Before claiming an app\u002Ffeature is done, works, or ships; before opening a PR.\n- At the end of a repair session — especially after an assertive \"fixed \u002F it works now\".\n- Whenever \"coverage is green\" is the only evidence offered that the journey works.\n\n\n### Procedure\n### The adversarial contract (baked into the prompt)\n### Guardrails\n### Files\n","# Acceptance Review — the cross-model \"does it actually work?\" verdict\n\nThe external-signal verifier for the \"done\" boundary. A capable model optimizes its\nown done-signal — coverage, \"tests pass\" — and stops, while the real product is\nbroken (dead buttons, \"shorts don't generate\", a severed A→B→C flow). The signal is\ngameable because the *same context that wrote the code certifies it*: intrinsic\nself-correction degrades (Huang, ICLR'24), verifier↔generator errors couple\n(\"Verification Mirage\"), and judges prefer their own output (Panickssery, NeurIPS'24).\nThis skill breaks that loop with **verifier separation** — an evaluator that did NOT\nwrite the code and, when possible, is a **different model** (VeriMAP \u002F MetaGPT), which\ndemands the real artifact and is forbidden from trusting coverage.\n\nIt complements the always-on functional-acceptance hooks (`claim-guard`,\n`test-tamper-guard`, `journey-coverage`): those *gate silently on static signals*; this\nis the human\u002Forchestrator-facing reviewer that *judges the running-app evidence and\nreturns a verdict*. See `docs\u002Fagentic-perfection\u002FAGENTIC-REPAIR-RELIABILITY.md`\n(NORTH-STAR REPAIR FLOW: \"fresh-context \u002F cross-model acceptance review over the real\nrunning app\").\n\n## When to run\n- Before claiming an app\u002Ffeature is done, works, or ships; before opening a PR.\n- At the end of a repair session — especially after an assertive \"fixed \u002F it works now\".\n- Whenever \"coverage is green\" is the only evidence offered that the journey works.\n\n\n### Procedure\n### The adversarial contract (baked into the prompt)\n### Guardrails\n### Files\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Facceptance-review","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":51,"prompt":61,"zipAvailable":62},[52,55,58],{"tool":53,"command":54},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill acceptance-review",{"tool":56,"command":57},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill acceptance-review",{"tool":59,"command":60},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill acceptance-review","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Facceptance-review\u002FSKILL.md",true,[],[65,86,116,142,156,172],{"skillNo":66,"name":67,"nameZh":6,"description":68,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":69,"categories":70,"keywords":71,"publishedAt":39},"01M6DF7D7478R55P46REYH4QAC","clarify-requirements","Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fworkspace-hooks\u002Fskills\u002Fclarify-requirements\u002FSKILL.md",[],[72,73,74,75,76,77,78,79,80,33,81,82,83,84,85],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"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":97,"publishedAt":39},"01M6DF79CA4BHJS66J8EZDBPWJ","openmm-md","Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein \u002F protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fmcp\u002Fopenmm-md-mcp\u002Fskill\u002Fopenmm-md\u002FSKILL.md",[92],{"categoryNo":93,"categoryName":94,"taxonomyType":95,"taxonomyTypeDesc":96},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[98,99,100,101,102,103,104,105,106,107,108,109,110,111,33,112,113,114,31,115],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","MCP",{"skillNo":117,"name":118,"nameZh":6,"description":119,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":120,"categories":121,"keywords":128,"publishedAt":39},"01M6DF76C1MG85VEWP8VZCBNMN","visual-review","Take screenshots of web pages and UI using Playwright for visual review and iteration","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fvisual-review\u002FSKILL.md",[122,125],{"categoryNo":123,"categoryName":124,"taxonomyType":95,"taxonomyTypeDesc":96},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":126,"categoryName":127,"taxonomyType":95,"taxonomyTypeDesc":96},"01JBSEEDCAT000000000000008","测试与质量",[21,129,130,131,132,133,134,135,136,137,99,138,139,140,141],"visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":143,"name":144,"nameZh":6,"description":145,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":146,"categories":147,"keywords":148,"publishedAt":39},"01M6DF73AQVCBZKEN0YXEX9FXP","status","Diagnostic status report — shows metaswarm installation state, project setup, and potential issues","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstatus\u002FSKILL.md",[],[144,149,150,151,152,153,154,155],"setup","report","project","installation","project setup","issues","state",{"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":163,"publishedAt":39},"01M6DF6X6C2XB0P6GX76P7TTYV","start","Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstart\u002FSKILL.md",[162],{"categoryNo":93,"categoryName":94,"taxonomyType":95,"taxonomyTypeDesc":96},[158,164,77,165,166,167,33,168,169,170,171],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":173,"name":149,"nameZh":6,"description":174,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":175,"categories":176,"keywords":177,"publishedAt":39},"01M6DF6QMJ9AJKFKHHKRT005PQ","Interactive project setup — detects your project, configures metaswarm, writes project-local files","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fsetup\u002FSKILL.md",[],[149,151,114,178,153,179],"files","interactive"]