[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skills:pro6":3,"skills:sce6":50,"skills:stats":95,"skills:creators9":100,"skills:all:stars:10503:":195},[4,15,22,29,36,43],{"categoryNo":5,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":8,"categoryNameEn":9,"description":10,"level":11,"skillCount":12,"parentNo":13,"parentName":13,"children":14},"01JBSEEDCAT000000000000030","PROFESSION","适用职业","开发工程师","Software Engineer","从事软件编码、测试与运维的工程师",1,13265,null,[],{"categoryNo":16,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":17,"categoryNameEn":18,"description":19,"level":11,"skillCount":20,"parentNo":13,"parentName":13,"children":21},"01JBSEEDCAT000000000000032","设计师","Designer","视觉、交互与品牌设计人员",7762,[],{"categoryNo":23,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":24,"categoryNameEn":25,"description":26,"level":11,"skillCount":27,"parentNo":13,"parentName":13,"children":28},"01JBSEEDCAT000000000000033","数据分析师","Data Analyst","数据分析、报表与商业智能人员",4987,[],{"categoryNo":30,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":31,"categoryNameEn":32,"description":33,"level":11,"skillCount":34,"parentNo":13,"parentName":13,"children":35},"01JBSEEDCAT000000000000036","内容创作者","Content Creator","作者、编辑与自媒体创作者",3939,[],{"categoryNo":37,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":38,"categoryNameEn":39,"description":40,"level":11,"skillCount":41,"parentNo":13,"parentName":13,"children":42},"01JBSEEDCAT000000000000035","市场营销","Marketer","市场推广、增长与品牌运营人员",3446,[],{"categoryNo":44,"taxonomyType":6,"taxonomyTypeDesc":7,"categoryName":45,"categoryNameEn":46,"description":47,"level":11,"skillCount":48,"parentNo":13,"parentName":13,"children":49},"01JBSEEDCAT000000000000037","律师与法务","Legal","合同、合规与法律事务人员",3310,[],[51,60,67,74,81,88],{"categoryNo":52,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":55,"categoryNameEn":56,"description":57,"level":11,"skillCount":58,"parentNo":13,"parentName":13,"children":59},"01JBSEEDCAT000000000000022","SCENARIO","使用场景","智能体与自动化","Agents & Automation","Skill、MCP、智能体与工作流自动化",39355,[],{"categoryNo":61,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":62,"categoryNameEn":63,"description":64,"level":11,"skillCount":65,"parentNo":13,"parentName":13,"children":66},"01JBSEEDCAT000000000000006","软件开发","Software Development","编码、测试、部署等软件研发任务",26492,[],{"categoryNo":68,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":69,"categoryNameEn":70,"description":71,"level":11,"skillCount":72,"parentNo":13,"parentName":13,"children":73},"01JBSEEDCAT000000000000014","设计创意","Design & Creative","视觉设计、品牌与多媒体创作",13550,[],{"categoryNo":75,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":76,"categoryNameEn":77,"description":78,"level":11,"skillCount":79,"parentNo":13,"parentName":13,"children":80},"01JBSEEDCAT000000000000001","办公效率","Office Productivity","日常办公文档、表格、演示与沟通类任务",6274,[],{"categoryNo":82,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":83,"categoryNameEn":84,"description":85,"level":11,"skillCount":86,"parentNo":13,"parentName":13,"children":87},"01JBSEEDCAT000000000000017","内容创作","Content Creation","写作、文案与营销内容生产",6028,[],{"categoryNo":89,"taxonomyType":53,"taxonomyTypeDesc":54,"categoryName":90,"categoryNameEn":91,"description":92,"level":11,"skillCount":93,"parentNo":13,"parentName":13,"children":94},"01JBSEEDCAT000000000000020","研究与学习","Research & Learning","资料检索、知识整理与学习辅导",5526,[],{"skillCount":96,"professionCount":97,"scenarioCount":98,"creatorCount":99},196921,11,7,1947,{"records":101,"total":99,"current":11,"size":194},[102,114,123,133,143,153,163,172,182],{"accountNo":103,"login":104,"displayName":105,"avatarUrl":106,"accountType":107,"accountTypeDesc":108,"profileDescription":109,"skillCount":110,"repoCount":111,"professionCount":97,"scenarioCount":98,"totalStars":112,"updatedAt":113},"01M698VYDXZ6JW5WH3CRV650R8","microsoft","Microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","ORGANIZATION","组织","Open source projects and samples from Microsoft",4147,229,829728,"2026-11-15 04:18:35",{"accountNo":115,"login":116,"displayName":116,"avatarUrl":117,"accountType":107,"accountTypeDesc":108,"profileDescription":118,"skillCount":119,"repoCount":120,"professionCount":98,"scenarioCount":98,"totalStars":121,"updatedAt":122},"01M698P3FSAZ6B4R928ZF19KPT","openclaw","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F252820863?v=4","Your personal, open source AI assistant.",362,32,437811,"2026-11-15 03:04:02",{"accountNo":124,"login":125,"displayName":126,"avatarUrl":127,"accountType":107,"accountTypeDesc":108,"profileDescription":13,"skillCount":128,"repoCount":129,"professionCount":98,"scenarioCount":130,"totalStars":131,"updatedAt":132},"01M6AC29YGCR4S2NTJFV0G8B81","openai","OpenAI","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F14957082?v=4",171,23,6,344400,"2026-11-15 03:07:28",{"accountNo":134,"login":135,"displayName":136,"avatarUrl":137,"accountType":107,"accountTypeDesc":108,"profileDescription":13,"skillCount":138,"repoCount":139,"professionCount":140,"scenarioCount":98,"totalStars":141,"updatedAt":142},"01M6AC83E6K4FDKK7HZ8WNMQKE","apache","The Apache Software Foundation","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F47359?v=4",419,75,8,298245,"2026-11-15 04:11:16",{"accountNo":144,"login":145,"displayName":146,"avatarUrl":147,"accountType":107,"accountTypeDesc":108,"profileDescription":148,"skillCount":149,"repoCount":150,"professionCount":97,"scenarioCount":98,"totalStars":151,"updatedAt":152},"01M698VYEFDM0VJBZDYYJ2T83S","google","Google","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1342004?v=4","Google ❤️ Open Source",528,48,243799,"2026-11-15 03:00:30",{"accountNo":154,"login":155,"displayName":156,"avatarUrl":157,"accountType":107,"accountTypeDesc":108,"profileDescription":158,"skillCount":159,"repoCount":160,"professionCount":97,"scenarioCount":98,"totalStars":161,"updatedAt":162},"01M6AC83DS133TPXFSP1DHNCC6","github","GitHub","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","How people build software.",940,28,238891,"2026-11-15 06:45:15",{"accountNo":164,"login":165,"displayName":166,"avatarUrl":167,"accountType":107,"accountTypeDesc":108,"profileDescription":13,"skillCount":168,"repoCount":169,"professionCount":97,"scenarioCount":98,"totalStars":170,"updatedAt":171},"01M697XGDPXJAVQ8391V2BCYTE","anthropics","Anthropic","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F76263028?v=4",674,17,232724,"2026-11-14 23:30:58",{"accountNo":173,"login":174,"displayName":175,"avatarUrl":176,"accountType":107,"accountTypeDesc":108,"profileDescription":13,"skillCount":177,"repoCount":178,"professionCount":179,"scenarioCount":98,"totalStars":180,"updatedAt":181},"01M6AC83EPDGBFN19MWYRREJD0","Significant-Gravitas","AutoGPT","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F130738209?v=4",86,2,10,188029,"2026-11-15 06:21:09",{"accountNo":183,"login":184,"displayName":185,"avatarUrl":186,"accountType":187,"accountTypeDesc":188,"profileDescription":189,"skillCount":190,"repoCount":191,"professionCount":130,"scenarioCount":98,"totalStars":192,"updatedAt":193},"01M6DJCCDDG53MTYYRTXAXFG17","garrytan","Garry Tan","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F19957?v=4","USER","个人作者","Writes software, dreams. ",324,3,175019,"2026-11-15 03:57:03",9,{"records":196,"total":96,"current":538,"size":539},[197,223,229,247,276,302,312,341,352,370,392,414,429,446,475,491,511,524],{"skillNo":198,"name":199,"nameZh":13,"description":200,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":209,"categories":210,"keywords":212,"publishedAt":222},"01M6DE3RDB9PCBNP697Z0GHBX8","data-extraction-matrix","Use when extracting structured evidence from papers into a matrix for synthesis, comparison, or review writing.","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\u002Fskills\u002Fdata-extraction-matrix\u002FSKILL.md",[211],{"categoryNo":23,"categoryName":24,"taxonomyType":6,"taxonomyTypeDesc":7},[213,214,215,216,217,218,219,220,221],"extraction","data","data extraction matrix","writing","review","use","evidence","Synthesis","structured","2026-11-10 10:12:30",{"skillNo":224,"name":225,"nameZh":13,"description":13,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":226,"categories":227,"keywords":228,"publishedAt":222},"01M6DE3KNXTP1E08559A8R0QW0","cyberstrike","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcyberstrike\u002FSKILL.md",[],[225],{"skillNo":230,"name":231,"nameZh":13,"description":232,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":233,"categories":234,"keywords":235,"publishedAt":222},"01M6DE38QSP76PF7F5KNS7JV98","crypto-ctf","Use for cryptography CTF challenges, crypto homework, and education when you need to actually COMPUTE an attack rather than just describe one - RSA factoring and weak-key attacks (Fermat close-primes, Wiener small-d, common-modulus, Hastad broadcast, ROCA, lattice\u002FCoppersmith), symmetric mode.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcrypto-ctf\u002FSKILL.md",[],[236,237,238,239,240,241,242,218,243,244,245,246],"ctf","crypto","crypto ctf","cryptography","rsa","common","just","education","compute","homework","primes",{"skillNo":248,"name":249,"nameZh":13,"description":250,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":251,"categories":252,"keywords":257,"publishedAt":222},"01M6DE33BZZQ7F8QFY347NGN8C","critique-panel","Use to run the G3 CRITIQUE gate of the TCR design-review loop - a four named-persona panel (user-advocate \u002F systems-consistency \u002F a11y \u002F brand-aesthetic) that each REASON over ui-audit's Track-A numbers plus the screenshot, run the NN\u002Fg \"I Like \u002F I Wish \u002F What If\" ritual, score the nine DESIGN-EVAL v1 dimensions 0-4, then synthesize a severity-ranked findings list. A TRIAGE accelerator.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcritique-panel\u002FSKILL.md",[253,256],{"categoryNo":254,"categoryName":255,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":16,"categoryName":17,"taxonomyType":6,"taxonomyTypeDesc":7},[258,259,260,217,261,262,263,264,265,266,267,268,269,270,218,271,272,273,274,275],"critique","critique panel","design","triage","run","screenshot","audit","severity","persona","loop","brand","eval","list","aesthetic","gate","dimensions","synthesize","systems",{"skillNo":277,"name":278,"nameZh":13,"description":279,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":280,"categories":281,"keywords":282,"publishedAt":222},"01M6DE2X3PYM0WM9KQVBRSZ8AZ","credential-forge","One discipline that harvests, farms, vaults, captures, and lifecycle-manages every credential the owner already owns — 12-store auth harvester (grok\u002Fclaude\u002Fzcode\u002F gemini\u002Fcursor\u002Fgcloud\u002Faws\u002Fgh\u002Fscw\u002Fopencode), key-farm roster + rotation manifest (\u003CBASE>__\u003Caccount>), 1Password op:\u002F\u002F materialize (forge-run), browser-assisted OAuth capture ladder (device-code first), JWT expiry ledger + refresh watchdog + statusline telemetry. Secret VALUES live in process memory only; names\u002Fshapes\u002Fpaths on disk. Use for credential inventory, harvesting auth stores, env-var key farming, vault sync, OAuth device-code capture, token expiry checks, rotation cooldowns, or secret-hygiene audits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcredential-forge\u002FSKILL.md",[],[283,284,285,286,287,288,262,289,290,291,292,293,294,295,296,297,298,299,300,301],"forge","credential","credential forge","memory","auth","sync","code","browser","watchdog","inventory","disk","discipline","only","opencode","vaults","zcode","token","live","farm",{"skillNo":303,"name":304,"nameZh":13,"description":305,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":306,"categories":307,"keywords":308,"publishedAt":222},"01M6DE2RNJ82G1H22PFAAF6KXA","tooluniverse-[domain-name]","Use when [specific triggering conditions and symptoms].","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcreate-tooluniverse-skill\u002Fassets\u002Fskill_template\u002FSKILL.md",[],[309,310,311,218],"domain","tooluniverse [domain name]","tooluniverse",{"skillNo":313,"name":314,"nameZh":13,"description":315,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":316,"categories":317,"keywords":324,"publishedAt":222},"01M6DE2KQK8C7P8CTR7648AR9K","create-tooluniverse-skill","Create high-quality ToolUniverse skills following test-driven, implementation-agnostic methodology. Integrates tools from ToolUniverse's 1,264+ tool library, creates missing tools when needed, tests thoroughly, and produces skills with Python SDK + MCP support.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcreate-tooluniverse-skill\u002FSKILL.md",[318,321],{"categoryNo":319,"categoryName":320,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":322,"categoryName":323,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000023","Skill与智能体开发",[325,326,311,327,328,329,330,331,332,333,334,335,336,337,338,339,340],"create","create tooluniverse skill","MCP","python","sdk","support","test","library","methodology","Tools","tool","quality","python sdk","implementation","tests","driven",{"skillNo":342,"name":343,"nameZh":13,"description":344,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":345,"categories":346,"keywords":347,"publishedAt":222},"01M6DE2GHBTY901F47DFKC744J","council","Convene a four-voice council for ambiguous decisions, tradeoffs, and go\u002Fno-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcouncil\u002FSKILL.md",[],[343,348,349,350,351,218,221],"go","valid","voice","decisions",{"skillNo":353,"name":354,"nameZh":13,"description":355,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":356,"categories":357,"keywords":358,"publishedAt":222},"01M6DE2C2KV4V7RQ6XNGM1B0ZY","cost-tracking","Track and report Claude Code token usage, spending, and budgets from a local cost-tracking database. Use when the user asks about costs, spending, usage, tokens, budgets, or cost breakdowns by project, tool, session, or date.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcost-tracking\u002FSKILL.md",[],[359,360,361,289,362,363,335,364,365,218,354,366,367,368,299,369],"tracking","cost","cost tracking","report","database","user","session","community","local","project","tokens",{"skillNo":371,"name":372,"nameZh":13,"description":373,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":374,"categories":375,"keywords":376,"publishedAt":222},"01M6DE288AS65XRN2VZ3CCJNMJ","cost-aware-llm-pipeline","Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcost-aware-llm-pipeline\u002FSKILL.md",[],[377,360,378,379,380,381,382,383,384,385,386,359,387,388,389,390,391],"pipeline","cost aware llm pipeline","cost optimization","routing","Optimization","prompt caching","Budget","api","model","prompt","complexity","task","patterns","caching","logic",{"skillNo":393,"name":394,"nameZh":13,"description":395,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":396,"categories":397,"keywords":398,"publishedAt":222},"01M6DE23AT77367YTGWS5245AP","cookie-bridge","Estate-local browser cookie\u002Fsession bridge. Injects the owner's OWN web sessions (ChatGPT, Databricks) from a phone CDP extract into the owner's MAIN Chrome\u002FEdge\u002FComet profiles WITHOUT the profile corruption that an earlier force-kill approach caused. Use for putting a logged-in web session onto a main browser profile safely, or for extracting\u002Frefreshing a session from a phone over ADB+CDP. NOT for third-party accounts, NOT for reading or exfiltrating cookie values, NOT for bypassing another site's auth.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcookie-bridge\u002FSKILL.md",[],[399,400,401,402,403,287,404,290,405,406,407,365,218,408,409,410,411,412,367,413],"bridge","cookie bridge","chrome","web","sessions","databricks","chatgpt","edge","site","reference","adb","cdp","main","phone","third-party",{"skillNo":415,"name":416,"nameZh":13,"description":417,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":418,"categories":419,"keywords":420,"publishedAt":222},"01M6DE1YV4XWCNYQEJ5VBGF7PN","continuous-learning-v2","Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills\u002Fcommands\u002Fagents. v2.1 adds project-scoped instincts to prevent cross-project contamination.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcontinuous-learning-v2\u002FSKILL.md",[],[421,422,423,403,424,425,426,427,368,428],"learning","continuous learning","continuous learning v2","system","hooks","confidence scoring","scoring","commands",{"skillNo":430,"name":431,"nameZh":13,"description":432,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":433,"categories":434,"keywords":436,"publishedAt":222},"01M6DE1QGCGJTQJB349TME19WK","content-hash-cache-pattern","Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcontent-hash-cache-pattern\u002FSKILL.md",[435],{"categoryNo":30,"categoryName":31,"taxonomyType":6,"taxonomyTypeDesc":7},[437,438,439,440,441,442,443,444,445],"content","cache","pattern","content hash cache pattern","file","sha-256","results","auto","service",{"skillNo":447,"name":448,"nameZh":13,"description":449,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":450,"categories":451,"keywords":458,"publishedAt":222},"01M6DE1KHNPBH74PH8Z48MMPEM","consensus-tooluniverse-research","Use when downloading or systematically harvesting research from Consensus.app - extract each shared search browser-free from the page __NEXT_DATA__ payload, resolve every cited paper to a DOI and open-access PDF with ToolUniverse (Crossref, OpenAlex, Unpaywall, EuropePMC), organize by topic with a DOI-linked bibliography, and verify headline claims against primary sources.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fconsensus-tooluniverse-research\u002FSKILL.md",[452,455],{"categoryNo":453,"categoryName":454,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000002","文档处理",{"categoryNo":456,"categoryName":457,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000021","资料检索与研究",[459,460,461,311,462,290,463,214,464,465,466,467,218,468,469,470,471,472,473,474],"research","consensus","consensus tooluniverse research","PDF","search","verify","open","access","page","payload","organize","next","shared","paper","app","free",{"skillNo":476,"name":477,"nameZh":13,"description":478,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":479,"categories":480,"keywords":482,"publishedAt":222},"01M6DE1FBFQG21Q6M947JCMTQP","competitive-programming-solver","Solves algorithmic \u002F competitive-programming problems with fast, correct solutions in C, C++, and Python. Use whenever the user mentions Codeforces, AtCoder, LeetCode, Infoarena, pbinfo, Kattis, SPOJ, USACO, ICPC, IOI, or any online judge \u002F olympiad \u002F contest, or a statement with input\u002Foutput specs, time\u002Fmemory limits, \"TLE\", \"AC\", or \"competitive programming\". Trigger even for a buggy submission.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcompetitive-programming-solver\u002FSKILL.md",[481],{"categoryNo":5,"categoryName":8,"taxonomyType":6,"taxonomyTypeDesc":7},[483,484,328,286,485,486,487,364,218,488,489,490],"programming","competitive programming solver","fast","contest","correct","time","c++","trigger",{"skillNo":492,"name":493,"nameZh":13,"description":494,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":495,"categories":496,"keywords":497,"publishedAt":222},"01M6DE1ANP9WG4D7CVRFTTG98D","compchem-validators","Use when a docking \u002F MD \u002F free-energy campaign needs an OUTPUT quality gate - post-dock pose validity (PoseBusters), a cheap-tier prefilter before the token-gated tiers (Uni-Dock GPU-Vina before Glide, Boltz-2 affinity before FEP+\u002FQDX credits), or a \"docking done \u002F ΔG=… \u002F MD converged\" claim that should be backed by a validity artifact before it is treated as done. compchem-preflight guards INPUT; this skill guards OUTPUT (a pose can score well yet be physically impossible). Also the map for the open-weights compute arm - MACE-OFF near-DFT MD, OpenFE token-free FEP twin, REINVENT 4 generative loop, PLINDER leakage-free splits, and the TxAgent\u002FToolUniverse grounded-reasoning pattern (Opus reasoner, not the fine-tuned model). All ride the existing schrodinger \u002F qdx-rush \u002F cloud-hub MCPs - scientific compute is NOT agent runtime. Do NOT use for the receptor-prep-to-dock pipeline itself (use structure-based-screening) or license-free cheminformatics (use cheminformatics-rdkit).","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcompchem-validators\u002FSKILL.md",[],[498,499,500,377,501,465,267,385,218,502,503,504,505,506,244,507,508,509,510,474],"compchem validators","quality gate","license","rdkit","campaign","ride","do","claim","done","map","docking","runtime","as",{"skillNo":512,"name":513,"nameZh":13,"description":514,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":515,"categories":516,"keywords":517,"publishedAt":222},"01M6DE177MKPPH1WWGZ0NSW480","comp-pharm-cascade","Use when ranking\u002Fprioritizing a congeneric small-molecule series against a protein target (binding-affinity SAR, hit triage, mechanism-of-action), or scoping such a campaign. Routes through a cost-escalating cascade - experimental anchors, license-free ML (Boltz-2) breadth + pose, licensed Schrodinger physics, QM (EXESS) - with consensus checks at the pose and published-number gates.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcomp-pharm-cascade\u002FSKILL.md",[],[518,261,519,500,460,520,218,502,360,521,522,523,474],"comp pharm cascade","ml","scoping","physics","series","gates",{"skillNo":525,"name":526,"nameZh":13,"description":527,"descriptionZh":13,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":528,"categories":529,"keywords":530,"publishedAt":222},"01M6DE149ZRK7D2JYEWZSQQJPZ","codex-vscode-host-routing","Use when VS Code launches Codex from the wrong host, WSL becomes the default unexpectedly, or you need Windows to remain the canonical Codex host while still allowing explicit Linux-side tools.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fskills\u002Fcodex-vscode-host-routing\u002FSKILL.md",[],[531,532,380,533,534,535,536,289,334,218,537],"codex","vscode","host","codex vscode host routing","linux","windows","default",10503,18]