[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCXDP7E1J3DZMXDKXCMNED":3,"skill-same:01M6DCXDP7E1J3DZMXDKXCMNED":77},{"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":31,"publishedAt":49,"linkOnly":50,"markdownContent":51,"markdownBody":52,"frontMatter":53,"refName":57,"commitSha":58,"skillDirectory":59,"forksCount":14,"repositoryHtmlUrl":60,"repositoryHomepageUrl":6,"ownerHtmlUrl":61,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":62,"install":63,"resources":76},"01M6DCXDP7E1J3DZMXDKXCMNED","research-paper-craft",null,"Use when writing, structuring, or revising a state-of-the-art scientific research paper, review, preprint, or thesis chapter and you want it to read well and land. Covers the craft of paper architecture, the narrative spine, the title and abstract, figures as the paper UI, reproducible methods.","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\u002Fresearch-paper-craft\u002FSKILL.md",[18,23,26],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究",{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],"research paper craft","research","paper","craft","read","as","thesis","methods","Art","use","writing","Reproducible","ui","land","state","architecture","review","2026-11-10 10:12:30",false,"---\nname: research-paper-craft\ndescription: \"Use when writing, structuring, or revising a state-of-the-art scientific research paper, review, preprint, or thesis chapter and you want it to read well and land. Covers the craft of paper architecture, the narrative spine, the title and abstract, figures as the paper UI, reproducible methods.\"\nmetadata:\n  type: skill\n  origin: fork-2026-06-30-RESEARCH_PHENIBUT\n---\n\n# research-paper-craft — writing a SOTA scientific paper\n\n**A paper is a UI for an idea.** Almost no one reads it linearly. A reader skims **title → abstract → figures → conclusions**, then decides whether to read the body. So the paper must work at every altitude — the title alone, the abstract alone, the figures alone — and reward whoever goes deeper. Optimize for the skim *and* the deep read. (Readers gauge relevance from title+abstract and skim figures before committing — Royal Society 2024; Editage.)\n\n## The two-move process (do these in order)\n\n1. **Outline first (Whitesides' method).** Before any prose, write the outline as the **figures and tables in final order, each with a one-sentence claim**. The paper IS that figure sequence plus the argument connecting them. If the outline doesn't tell a story, prose won't save it. (Whitesides, *Adv. Mater.* 2004.)\n2. **Write backwards.** Decide the **take-home messages** (the 1–3 novel claims) → write **Results** around the figures → **Methods** → sharpen **Discussion** → **Introduction** (the funnel down to your gap) → **Abstract** → **Title** last. You cannot write a tight intro or abstract until you know exactly what you are claiming. (the \"writing backwards\" strategy, *Mar. Life Sci. Technol.* 2021 \u002F PMC10077155.)\n\n## The narrative spine\n\nEvery strong paper is **one story**: broad context → the specific **GAP** (the tension) → your question → your answer → the **so-what**. The gap is the hook — name what is missing, wrong, or unknown, and make the reader *feel* it before you resolve it. Beginning–middle–end; problem-posed-then-solved. Narrative-style papers measurably engage readers more (PMC10491847). Write the one-sentence version first: *\"We show that X, which matters because Y.\"* If you can't, you're not ready to write.\n\n### Per-section playbook\n### The engagement \u002F keeping-interesting layer\n### The reviewer \u002F editor lens\n### Modern SOTA (2024-era)\n### Workflow checklist\n### Sources\n","# research-paper-craft — writing a SOTA scientific paper\n\n**A paper is a UI for an idea.** Almost no one reads it linearly. A reader skims **title → abstract → figures → conclusions**, then decides whether to read the body. So the paper must work at every altitude — the title alone, the abstract alone, the figures alone — and reward whoever goes deeper. Optimize for the skim *and* the deep read. (Readers gauge relevance from title+abstract and skim figures before committing — Royal Society 2024; Editage.)\n\n## The two-move process (do these in order)\n\n1. **Outline first (Whitesides' method).** Before any prose, write the outline as the **figures and tables in final order, each with a one-sentence claim**. The paper IS that figure sequence plus the argument connecting them. If the outline doesn't tell a story, prose won't save it. (Whitesides, *Adv. Mater.* 2004.)\n2. **Write backwards.** Decide the **take-home messages** (the 1–3 novel claims) → write **Results** around the figures → **Methods** → sharpen **Discussion** → **Introduction** (the funnel down to your gap) → **Abstract** → **Title** last. You cannot write a tight intro or abstract until you know exactly what you are claiming. (the \"writing backwards\" strategy, *Mar. Life Sci. Technol.* 2021 \u002F PMC10077155.)\n\n## The narrative spine\n\nEvery strong paper is **one story**: broad context → the specific **GAP** (the tension) → your question → your answer → the **so-what**. The gap is the hook — name what is missing, wrong, or unknown, and make the reader *feel* it before you resolve it. Beginning–middle–end; problem-posed-then-solved. Narrative-style papers measurably engage readers more (PMC10491847). Write the one-sentence version first: *\"We show that X, which matters because Y.\"* If you can't, you're not ready to write.\n\n### Per-section playbook\n### The engagement \u002F keeping-interesting layer\n### The reviewer \u002F editor lens\n### Modern SOTA (2024-era)\n### Workflow checklist\n### Sources\n",{"name":5,"metadata":54,"description":7},{"type":55,"origin":56},"skill","fork-2026-06-30-RESEARCH_PHENIBUT","main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fresearch-paper-craft","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":64,"prompt":74,"zipAvailable":75},[65,68,71],{"tool":66,"command":67},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill research-paper-craft",{"tool":69,"command":70},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill research-paper-craft",{"tool":72,"command":73},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill research-paper-craft","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\u002Fresearch-paper-craft\u002FSKILL.md",true,[],[78,99,128,153,166,182],{"skillNo":79,"name":80,"nameZh":6,"description":81,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":82,"categories":83,"keywords":84,"publishedAt":49},"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",[],[85,86,87,88,89,90,91,92,93,41,94,95,96,97,98],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":100,"name":101,"nameZh":6,"description":102,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":103,"categories":104,"keywords":108,"publishedAt":49},"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",[105],{"categoryNo":106,"categoryName":107,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[109,110,111,112,113,114,115,116,117,118,119,120,121,122,41,123,124,125,126,127],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":129,"name":130,"nameZh":6,"description":131,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":132,"categories":133,"keywords":140,"publishedAt":49},"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",[134,137],{"categoryNo":135,"categoryName":136,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":138,"categoryName":139,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[48,141,142,143,144,145,146,147,148,149,110,44,150,151,152],"visual","visual review","pages","web","false","iteration","take","check","slides","screenshot","playwright","screenshots",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":159,"publishedAt":49},"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",[],[155,160,161,162,163,164,165,46],"setup","report","project","installation","project setup","issues",{"skillNo":167,"name":168,"nameZh":6,"description":169,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":170,"categories":171,"keywords":173,"publishedAt":49},"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",[172],{"categoryNo":106,"categoryName":107,"taxonomyType":21,"taxonomyTypeDesc":22},[168,174,90,175,176,177,41,178,179,180,181],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":183,"name":160,"nameZh":6,"description":184,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":185,"categories":186,"keywords":187,"publishedAt":49},"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",[],[160,162,125,188,164,189],"files","interactive"]