[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCE9AQRFDTQRCNTAX88G3S":3,"skill-same:01M6DCE9AQRFDTQRCNTAX88G3S":59},{"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":34,"linkOnly":35,"markdownContent":36,"markdownBody":37,"frontMatter":38,"refName":39,"commitSha":40,"skillDirectory":41,"forksCount":14,"repositoryHtmlUrl":42,"repositoryHomepageUrl":6,"ownerHtmlUrl":43,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":44,"install":45,"resources":58},"01M6DCE9AQRFDTQRCNTAX88G3S","citation-mapping",null,"Use when you need to build a citation or reference map for a paper, tracing backward references and forward cited-by works from metadata APIs like Semantic Scholar and OpenAlex","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\u002Fcitation-mapping\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],"Citation","citation mapping","metadata","tracing","use","reference","references","build","map","paper","2026-11-10 10:12:30",false,"---\nname: citation-mapping\ndescription: Use when you need to build a citation or reference map for a paper, tracing backward references and forward cited-by works from metadata APIs like Semantic Scholar and OpenAlex\n---\n\n# Citation Mapping\n\nThis skill traces both directions of a paper's citation network — backward (the references it cites) and forward (the works that cite it) — from Semantic Scholar and OpenAlex via the Scholarly Access MCP. It is metadata-only: it maps the graph, it does not retrieve full text.\n\n## When to use\n\n- You want to see what a paper cites (its reference list \u002F backward edges).\n- You want to see who cites a paper (its citing works \u002F forward \"cited-by\" edges).\n- You want to expand outward from a seed paper to build a small literature network.\n- You want to identify influential or highly-connected works around a topic before doing a full review.\n\nDo NOT use this skill to fetch PDFs or full text — use the OA-PDF tools of the Scholarly Access MCP for that. This skill stops at the metadata graph.\n\n## The MCP tools it uses\n\nThe tools it relies on:\n\n- `paper_resolve(identifier)` — resolve a DOI, PMID, arXiv id, or title to canonical metadata and normalized ids (doi, pmid, arxiv, openalex) with a confidence score. Use this first to pin down the seed paper.\n- `paper_citation_graph(identifier|doi, limit)` — return the references and citing works for a paper, sourced from Semantic Scholar and OpenAlex. This is the core tool of the skill.\n- `paper_batch_resolve(identifiers[])` — optional, to enrich a list of neighbor ids (references or citing works) with metadata and access status in one call.\n\n## Workflow steps\n\n1. Resolve the seed paper with `paper_resolve(identifier)`. Confirm the title and confidence look right; capture the normalized ids (prefer the DOI or OpenAlex id for the next step).\n\n### Concrete examples\n### Limitations\n### Tested invocation\n","# Citation Mapping\n\nThis skill traces both directions of a paper's citation network — backward (the references it cites) and forward (the works that cite it) — from Semantic Scholar and OpenAlex via the Scholarly Access MCP. It is metadata-only: it maps the graph, it does not retrieve full text.\n\n## When to use\n\n- You want to see what a paper cites (its reference list \u002F backward edges).\n- You want to see who cites a paper (its citing works \u002F forward \"cited-by\" edges).\n- You want to expand outward from a seed paper to build a small literature network.\n- You want to identify influential or highly-connected works around a topic before doing a full review.\n\nDo NOT use this skill to fetch PDFs or full text — use the OA-PDF tools of the Scholarly Access MCP for that. This skill stops at the metadata graph.\n\n## The MCP tools it uses\n\nThe tools it relies on:\n\n- `paper_resolve(identifier)` — resolve a DOI, PMID, arXiv id, or title to canonical metadata and normalized ids (doi, pmid, arxiv, openalex) with a confidence score. Use this first to pin down the seed paper.\n- `paper_citation_graph(identifier|doi, limit)` — return the references and citing works for a paper, sourced from Semantic Scholar and OpenAlex. This is the core tool of the skill.\n- `paper_batch_resolve(identifiers[])` — optional, to enrich a list of neighbor ids (references or citing works) with metadata and access status in one call.\n\n## Workflow steps\n\n1. Resolve the seed paper with `paper_resolve(identifier)`. Confirm the title and confidence look right; capture the normalized ids (prefer the DOI or OpenAlex id for the next step).\n\n### Concrete examples\n### Limitations\n### Tested invocation\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fcitation-mapping","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":46,"prompt":56,"zipAvailable":57},[47,50,53],{"tool":48,"command":49},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill citation-mapping",{"tool":51,"command":52},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill citation-mapping",{"tool":54,"command":55},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill citation-mapping","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\u002Fcitation-mapping\u002FSKILL.md",true,[],[60,81,108,135,149,165],{"skillNo":61,"name":62,"nameZh":6,"description":63,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":64,"categories":65,"keywords":66,"publishedAt":34},"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",[],[67,68,69,70,71,72,73,74,75,28,76,77,78,79,80],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":82,"name":83,"nameZh":6,"description":84,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":85,"categories":86,"keywords":88,"publishedAt":34},"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",[87],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[89,90,91,92,93,94,95,96,97,98,99,100,101,102,28,103,104,105,106,107],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":109,"name":110,"nameZh":6,"description":111,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":112,"categories":113,"keywords":120,"publishedAt":34},"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",[114,117],{"categoryNo":115,"categoryName":116,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":118,"categoryName":119,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[121,122,123,124,125,126,127,128,129,130,90,131,132,133,134],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"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":34},"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",[],[137,142,143,144,145,146,147,148],"setup","report","project","installation","project setup","issues","state",{"skillNo":150,"name":151,"nameZh":6,"description":152,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":153,"categories":154,"keywords":156,"publishedAt":34},"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",[155],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[151,157,72,158,159,160,28,161,162,163,164],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":166,"name":142,"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":170,"publishedAt":34},"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",[],[142,144,105,171,146,172],"files","interactive"]