[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCEJAX66G3MJ1STDV1ASAE":3,"skill-same:01M6DCEJAX66G3MJ1STDV1ASAE":75},{"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":23,"publishedAt":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":49,"commitSha":50,"skillDirectory":51,"forksCount":14,"repositoryHtmlUrl":52,"repositoryHomepageUrl":6,"ownerHtmlUrl":53,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":54,"install":55,"resources":68},"01M6DCEJAX66G3MJ1STDV1ASAE","claude-prompt-forge",null,"Prompt-forging skill for Claude Code and long autonomous Claude sessions — the prompt analogue of grill-me-extensive. Builds orchestration, session, unit, and handoff prompts with resume-don't-restart preambles, both-states evidence contracts, AND-gate completion, hard safety bans, and unit sentinels so work survives compaction and resists false greens. Use when writing or hardening a multi-phase Claude prompt, when a prior prompt caused restarts or false completion, or when the user says forge a prompt, prompt for Claude Code, make this prompt robust, orchestration prompt, session prompt, or handoff prompt.","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-prompt-forge\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"claude prompt forge","forge","prompt","session","false","me","grill","gate","resume","grill-me","evidence","use","writing","autonomous","work","Safety","hardening","code","sessions","orchestration","2026-11-10 10:12:30",false,"---\nname: \"claude-prompt-forge\"\ndescription: \"Prompt-forging skill for Claude Code and long autonomous Claude sessions — the prompt analogue of grill-me-extensive. Builds orchestration, session, unit, and handoff prompts with resume-don't-restart preambles, both-states evidence contracts, AND-gate completion, hard safety bans, and unit sentinels so work survives compaction and resists false greens. Use when writing or hardening a multi-phase Claude prompt, when a prior prompt caused restarts or false completion, or when the user says forge a prompt, prompt for Claude Code, make this prompt robust, orchestration prompt, session prompt, or handoff prompt.\"\n---\n\nForge prompts that drive Claude (especially Claude Code) through multi-phase autonomous work without restarting completed gates, trusting uncontrolled zeros, or claiming success from partial evidence.\n\nThis skill is the prompt analogue of `grill-me-extensive`. Where grill-me-extensive scopes a program by walking decisions, this skill produces the **instrument** that executes a decided program. Read `references\u002Fprompt-anatomy.md` for the full anatomy, `references\u002Ffailure-patterns.md` for the measured failure modes each rule prevents, and `references\u002Fdiscovery-surface.md` when forging prompts that discover tools, MCPs, skills, or capacity upgrades (multi-registry + maturity flags + concrete borrow lines).\n\n## When to use\n\n- Writing or hardening an orchestration \u002F session \u002F unit prompt for Claude Code\n- Turning a decision log or backlog into a paste-ready Claude prompt\n- Fixing a prompt that caused restart-of-completed-work, false greens, or fragment overwrites\n- Producing prompts for fan-out units, harvest units, or review units\n\nDo **not** use for ordinary one-shot questions, casual chat, or prompts that do not need durability across context loss.\n\n## The 8-section method\n\nProduce prompts in this order. Omit a section only when it is genuinely inapplicable — never because it is long.\n\n### 1. ROLE AND DELIVERABLE (who + what only)\n\nState who Claude is in this turn and the single deliverable class. Ban pretence of access Claude does not have.\n\n```\nYou are the [architect | implementer | reviewer | miner] for [program].\n\n### 2. RESUME-DON'T-RESTART PREAMBLE\n### 3. GROUND TRUTH (measured, banked)\n### 4. BINDING DECISIONS (settled, do not re-litigate)\n### 5. HARD SAFETY BOUNDARIES (prohibitions)\n### 6. EVIDENCE AND COMPLETION CONTRACT\n### 7. PHASED WORK (numbered, ordered, gated)\n### 8. OUTPUT \u002F UNIT CONTRACT\n### Question policy (encode in the prompt)\n### Anti-patterns to ban inside the forged prompt\n### Modes (state which you are forging)\n### Process\n","Forge prompts that drive Claude (especially Claude Code) through multi-phase autonomous work without restarting completed gates, trusting uncontrolled zeros, or claiming success from partial evidence.\n\nThis skill is the prompt analogue of `grill-me-extensive`. Where grill-me-extensive scopes a program by walking decisions, this skill produces the **instrument** that executes a decided program. Read `references\u002Fprompt-anatomy.md` for the full anatomy, `references\u002Ffailure-patterns.md` for the measured failure modes each rule prevents, and `references\u002Fdiscovery-surface.md` when forging prompts that discover tools, MCPs, skills, or capacity upgrades (multi-registry + maturity flags + concrete borrow lines).\n\n## When to use\n\n- Writing or hardening an orchestration \u002F session \u002F unit prompt for Claude Code\n- Turning a decision log or backlog into a paste-ready Claude prompt\n- Fixing a prompt that caused restart-of-completed-work, false greens, or fragment overwrites\n- Producing prompts for fan-out units, harvest units, or review units\n\nDo **not** use for ordinary one-shot questions, casual chat, or prompts that do not need durability across context loss.\n\n## The 8-section method\n\nProduce prompts in this order. Omit a section only when it is genuinely inapplicable — never because it is long.\n\n### 1. ROLE AND DELIVERABLE (who + what only)\n\nState who Claude is in this turn and the single deliverable class. Ban pretence of access Claude does not have.\n\n```\nYou are the [architect | implementer | reviewer | miner] for [program].\n\n### 2. RESUME-DON'T-RESTART PREAMBLE\n### 3. GROUND TRUTH (measured, banked)\n### 4. BINDING DECISIONS (settled, do not re-litigate)\n### 5. HARD SAFETY BOUNDARIES (prohibitions)\n### 6. EVIDENCE AND COMPLETION CONTRACT\n### 7. PHASED WORK (numbered, ordered, gated)\n### 8. OUTPUT \u002F UNIT CONTRACT\n### Question policy (encode in the prompt)\n### Anti-patterns to ban inside the forged prompt\n### Modes (state which you are forging)\n### Process\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fclaude-prompt-forge","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":56,"prompt":66,"zipAvailable":67},[57,60,63],{"tool":58,"command":59},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-prompt-forge",{"tool":61,"command":62},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-prompt-forge",{"tool":64,"command":65},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-prompt-forge","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-prompt-forge\u002FSKILL.md",true,[69],{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"references\u002Flanguages.md","REFERENCE","参考文档",4786,"https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fhermes\u002Fwhisper\u002Freferences\u002Flanguages.md",[76,97,124,150,164,179],{"skillNo":77,"name":78,"nameZh":6,"description":79,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":80,"categories":81,"keywords":82,"publishedAt":44},"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",[],[83,84,85,86,87,88,89,90,91,35,92,93,94,95,96],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":98,"name":99,"nameZh":6,"description":100,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":101,"categories":102,"keywords":104,"publishedAt":44},"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",[103],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[105,106,107,108,109,110,111,112,113,114,115,116,117,118,35,119,120,121,122,123],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":125,"name":126,"nameZh":6,"description":127,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":128,"categories":129,"keywords":136,"publishedAt":44},"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",[130,133],{"categoryNo":131,"categoryName":132,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":134,"categoryName":135,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[137,138,139,140,141,28,142,143,144,145,106,146,147,148,149],"review","visual","visual review","pages","web","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":151,"name":152,"nameZh":6,"description":153,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":154,"categories":155,"keywords":156,"publishedAt":44},"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",[],[152,157,158,159,160,161,162,163],"setup","report","project","installation","project setup","issues","state",{"skillNo":165,"name":166,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":168,"categories":169,"keywords":171,"publishedAt":44},"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",[170],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[166,172,88,173,174,175,35,176,38,177,178],"start issue","issue","ready","work on issue","user","work on","development",{"skillNo":180,"name":157,"nameZh":6,"description":181,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":182,"categories":183,"keywords":184,"publishedAt":44},"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",[],[157,159,121,185,161,186],"files","interactive"]