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Use when building decentralized finance applications or smart contract protocols.","sapsapshen\u002Fai-memory-router","sapsapshen","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F20347959?v=4","01M6XDQEF1DP50DKF37H81J3J5","shenmian","01M6XDQEJPE41Y3DT2763X8ZJN",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fdefi-protocol-templates\u002FSKILL.md",[211],{"categoryNo":94,"categoryName":95,"taxonomyType":58,"taxonomyTypeDesc":59},[213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232],"protocol","defi","templates","defi protocol templates","implement","governance","protocols","applications","use","ready","community","contract","staking","with","production-ready","for","unknown","smart contract","when","2026","2026-11-10 10:12:30",{"skillNo":235,"name":236,"nameZh":18,"description":237,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":238,"categories":239,"keywords":243,"publishedAt":233},"01M6XG3643WWC5EB7FHY8CG4WB","deep-research","Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fdeep-research\u002FSKILL.md",[240],{"categoryNo":241,"categoryName":242,"taxonomyType":11,"taxonomyTypeDesc":12},"01JBSEEDCAT000000000000021","资料检索与研究",[244,245,246,247,155,248,249,250,251,252,253,254,255,256,257,258,259,260,236,232],"research","deep research","deep","safe","tasks","run","search","https","plan","read","autonomous","reports","main","synthesize","Autonomous Research","information","tree",{"skillNo":262,"name":263,"nameZh":18,"description":264,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":265,"categories":266,"keywords":268,"publishedAt":233},"01M6XG2ZDY4P20KZY1D5KQNCDV","debugging-toolkit-smart-debug","Use when working with debugging toolkit smart debug","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fdebugging-toolkit-smart-debug\u002FSKILL.md",[267],{"categoryNo":57,"categoryName":60,"taxonomyType":58,"taxonomyTypeDesc":59},[269,270,271,272,273,221,223,226,229,231,232],"debug","debugging","toolkit","debugging toolkit smart debug","debugging toolkit",{"skillNo":275,"name":276,"nameZh":18,"description":277,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":278,"categories":279,"keywords":280,"publishedAt":233},"01M6XG2T2MYXDGHPVA00NRB5A8","debugging-strategies","Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fdebugging-strategies\u002FSKILL.md",[],[270,281,282,283,223,284,285,286,287,226,229,232],"debugging strategies","strategies","Tools","problem-solving","systematic","problem","transform",{"skillNo":289,"name":290,"nameZh":18,"description":291,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":292,"categories":293,"keywords":294,"publishedAt":233},"01M6XG2NCGGNVGZ3HY8XGV1Y51","debugger","Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fdebugger\u002FSKILL.md",[],[290,295,270,296,297,221,223,298,228,229,299,231,232],"test","issues","behavior","errors","specialist",{"skillNo":301,"name":302,"nameZh":18,"description":303,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":304,"categories":305,"keywords":307,"publishedAt":233},"01M6XG2HKFKFK869R4YK01CR8Z","debug-buttercup","All pods run in namespace crs. Use when pods in the crs namespace are in CrashLoopBackOff, OOMKilled, or restarting, multiple services restart simultaneously (cascade failure), or redis is unresponsive or showing AOF warnings.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fdebug-buttercup\u002FSKILL.md",[306],{"categoryNo":57,"categoryName":60,"taxonomyType":58,"taxonomyTypeDesc":59},[269,308,249,309,310,311,221,223,312,229,231],"debug buttercup","redis","services","crs","restart",{"skillNo":314,"name":315,"nameZh":18,"description":316,"descriptionZh":18,"repositoryFullName":317,"ownerLogin":318,"ownerAvatarUrl":319,"ownerAccountNo":320,"ownerDisplayName":18,"repositoryNo":321,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":322,"categories":323,"keywords":327,"publishedAt":233},"01M6M0KJNH97SS271XQFD5HS9T","statistical-analysis","Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. 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For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FScience\u002Fscientific-data-and-ml\u002Fstable-baselines3\u002FSKILL.md",[],[400,401,402,403,404,405,406,407,408,409,222,410,411,412,413,414,415,227,228,416],"stable baselines3","performance","experiments","training","learn","vectorized","api","learning","multi-agent","parallel","algorithms","scikit-learn","high-performance","prototyping","quick","environments","reinforcement learning algorithms",{"skillNo":418,"name":419,"nameZh":18,"description":420,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":421,"categories":422,"keywords":423,"publishedAt":233},"01M6XG24Y6PB8A0JX3B9XV14S2","ddd-context-mapping","Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fddd-context-mapping\u002FSKILL.md",[],[351,384,424,425,247,426,427,352,428,429,430,431,432,362,433,434,392,232],"ddd context mapping","mapping","integration","contracts","[ddd, context-map, anti-corruption-layer, integration]","relationships","context-map","anti-corruption-layer","map","define","layer",{"skillNo":436,"name":437,"nameZh":18,"description":438,"descriptionZh":18,"repositoryFullName":317,"ownerLogin":318,"ownerAvatarUrl":319,"ownerAccountNo":320,"ownerDisplayName":18,"repositoryNo":321,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":439,"categories":440,"keywords":444,"publishedAt":233},"01M6M0K8HDD4G5KSAV7Y7E67P6","shap","Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. 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