[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCENPP6ZA4SZKVT3MTE39F":3,"skill-same:01M6DCENPP6ZA4SZKVT3MTE39F":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},"01M6DCENPP6ZA4SZKVT3MTE39F","claude-science-local",null,"Use to bring up, diagnose, or recover Anthropic's Claude Science local compchem \u002F life-science workbench - a WSL2 daemon on 127.0.0.1:8000. Triggers - claude science, compchem or life-science workbench, :8000 down or unreachable, cs open, start claude science, science daemon wedged or off, open the science UI. Teaches the cs verbs (open, ensure, status, fix, doctor, backup, restore), why HTTP 401 means alive, the host-RAM SQLite wedge and that cs fix recovers it, cs ensure before any :8000 call, and that scope is LOCAL only.","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\u002Fclaude-science-local\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"claude science local","local","science","use","host","triggers","life","call","restore","up","only","status","fix","why","open","sqlite","backup","doctor","http","diagnose","2026-11-10 10:12:30",false,"---\nname: claude-science-local\ndescription: Use to bring up, diagnose, or recover Anthropic's Claude Science local compchem \u002F life-science workbench - a WSL2 daemon on 127.0.0.1:8000. Triggers - claude science, compchem or life-science workbench, :8000 down or unreachable, cs open, start claude science, science daemon wedged or off, open the science UI. Teaches the cs verbs (open, ensure, status, fix, doctor, backup, restore), why HTTP 401 means alive, the host-RAM SQLite wedge and that cs fix recovers it, cs ensure before any :8000 call, and that scope is LOCAL only.\nlicense: MIT\n---\n\n# Claude Science (local) — one-command control\n\n> Anthropic's **Claude Science** compchem \u002F life-science workbench has **no\n> Windows build**. It runs as a **WSL2 Ubuntu daemon** serving a web UI on\n> **`http:\u002F\u002F127.0.0.1:8000\u002F`**. The `cs` dispatcher makes it always-on and\n> one-command from any Windows shell. **LOCAL only** — no remote\u002FTailscale.\n\n## When to use\n\n- \"Start \u002F open Claude Science\", \"the science UI is down\", \"`:8000` won't load\".\n- Before another tool or agent calls `:8000` — run `cs ensure` first.\n- The daemon is **wedged** (up but slow\u002Ftiming out) or **off when needed**.\n- You need a health readout, a recover, or a backup\u002Frestore of the science DB.\n\n## Two facts that flip every diagnosis\n\n1. **HTTP 401 on `\u002F` = ALIVE.** `:8000` is behind an auth gate; a 401 (even a\n   403) means the daemon is answering. Do **not** read 401 as \"down\".\n2. **Slow \u002F timeout = WEDGED, not down.** The daemon accepts the socket but\n   answers slowly or never. Root cause: the WSL VM is frozen under **host-RAM\n   pressure**, which stalls the SQLite `operon-cli.db` (lock contention — seen up\n   to a 164 s `TxMutex` hold). A naive \"any HTTP response = healthy\" probe is\n   blind to this. `cs` is **latency-aware**: a response `>= 4 s` reads as\n   **WEDGED**, and `cs fix` recovers it.\n\n## The `cs` verbs (run from PowerShell)\n\n```\npwsh -File ~\u002Fsource\u002Fagent-skills-toolchain\u002Fscripts\u002Fclaude-science\u002Fcs.ps1 \u003Cverb>\n```\n\n| Verb | What it does |\n|---|---|\n| **`cs open`** | Ensure up (start-if-down \u002F recover-if-wedged), **wait for readiness** (not a blind sleep), then open the UI in the browser. The human one-click. |\n\n### Standard flow\n### `cs doctor` — what it checks\n### Gotchas\n### Adding data sources (brief)\n","# Claude Science (local) — one-command control\n\n> Anthropic's **Claude Science** compchem \u002F life-science workbench has **no\n> Windows build**. It runs as a **WSL2 Ubuntu daemon** serving a web UI on\n> **`http:\u002F\u002F127.0.0.1:8000\u002F`**. The `cs` dispatcher makes it always-on and\n> one-command from any Windows shell. **LOCAL only** — no remote\u002FTailscale.\n\n## When to use\n\n- \"Start \u002F open Claude Science\", \"the science UI is down\", \"`:8000` won't load\".\n- Before another tool or agent calls `:8000` — run `cs ensure` first.\n- The daemon is **wedged** (up but slow\u002Ftiming out) or **off when needed**.\n- You need a health readout, a recover, or a backup\u002Frestore of the science DB.\n\n## Two facts that flip every diagnosis\n\n1. **HTTP 401 on `\u002F` = ALIVE.** `:8000` is behind an auth gate; a 401 (even a\n   403) means the daemon is answering. Do **not** read 401 as \"down\".\n2. **Slow \u002F timeout = WEDGED, not down.** The daemon accepts the socket but\n   answers slowly or never. Root cause: the WSL VM is frozen under **host-RAM\n   pressure**, which stalls the SQLite `operon-cli.db` (lock contention — seen up\n   to a 164 s `TxMutex` hold). A naive \"any HTTP response = healthy\" probe is\n   blind to this. `cs` is **latency-aware**: a response `>= 4 s` reads as\n   **WEDGED**, and `cs fix` recovers it.\n\n## The `cs` verbs (run from PowerShell)\n\n```\npwsh -File ~\u002Fsource\u002Fagent-skills-toolchain\u002Fscripts\u002Fclaude-science\u002Fcs.ps1 \u003Cverb>\n```\n\n| Verb | What it does |\n|---|---|\n| **`cs open`** | Ensure up (start-if-down \u002F recover-if-wedged), **wait for readiness** (not a blind sleep), then open the UI in the browser. The human one-click. |\n\n### Standard flow\n### `cs doctor` — what it checks\n### Gotchas\n### Adding data sources (brief)\n",{"name":5,"license":15,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fclaude-science-local","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 claude-science-local",{"tool":56,"command":57},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-science-local",{"tool":59,"command":60},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-science-local","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\u002Fclaude-science-local\u002FSKILL.md",true,[],[65,86,115,142,155,171],{"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",[],[72,73,74,75,76,77,78,79,80,22,81,82,83,84,85],"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",[98,99,100,101,102,103,104,105,33,106,107,108,109,110,22,111,112,20,113,114],"openmm md","how","decision","pick","linux","analyze","tool","stack","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","do","MCP",{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":127,"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",[121,124],{"categoryNo":122,"categoryName":123,"taxonomyType":95,"taxonomyTypeDesc":96},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":125,"categoryName":126,"taxonomyType":95,"taxonomyTypeDesc":96},"01JBSEEDCAT000000000000008","测试与质量",[128,129,130,131,132,133,134,135,136,137,99,138,139,140,141],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":143,"name":30,"nameZh":6,"description":144,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":145,"categories":146,"keywords":147,"publishedAt":39},"01M6DF73AQVCBZKEN0YXEX9FXP","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",[],[30,148,149,150,151,152,153,154],"setup","report","project","installation","project setup","issues","state",{"skillNo":156,"name":157,"nameZh":6,"description":158,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":159,"categories":160,"keywords":162,"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",[161],{"categoryNo":93,"categoryName":94,"taxonomyType":95,"taxonomyTypeDesc":96},[157,163,77,164,165,166,22,167,168,169,170],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":172,"name":148,"nameZh":6,"description":173,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":174,"categories":175,"keywords":176,"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",[],[148,150,20,177,152,178],"files","interactive"]