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Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.","multi-agent-patterns",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/multi-agent-patterns/SKILL.md",[1050],{"path":645,"priority":330},{"basePath":1052,"description":1053,"displayName":1054,"installMethods":1055,"rationale":1056,"selectedPaths":1057,"source":336,"sourceLanguage":18,"type":250},"plugins/sadd/skills/subagent-driven-development","Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates","subagent-driven-development",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/subagent-driven-development/SKILL.md",[1058],{"path":645,"priority":330},{"basePath":1060,"description":1061,"displayName":1062,"installMethods":1063,"rationale":1064,"selectedPaths":1065,"source":336,"sourceLanguage":18,"type":250},"plugins/sadd/skills/tree-of-thoughts","Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation","tree-of-thoughts",{"claudeCode":12},"SKILL.md frontmatter at plugins/sadd/skills/tree-of-thoughts/SKILL.md",[1066],{"path":645,"priority":330},{"basePath":1068,"description":1069,"displayName":1070,"installMethods":1071,"rationale":1072,"selectedPaths":1073,"source":336,"sourceLanguage":18,"type":250},"plugins/sdd/skills/add-task","creates draft task file in .specs/tasks/draft/ with original user intent","add-task",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/add-task/SKILL.md",[1074],{"path":645,"priority":330},{"basePath":1076,"description":1077,"displayName":1078,"installMethods":1079,"rationale":1080,"selectedPaths":1081,"source":336,"sourceLanguage":18,"type":250},"plugins/sdd/skills/brainstorm","Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes","brainstorm",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/brainstorm/SKILL.md",[1082],{"path":645,"priority":330},{"basePath":247,"description":10,"displayName":13,"installMethods":1084,"rationale":1085,"selectedPaths":1086,"source":336,"sourceLanguage":18,"type":250},{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/create-ideas/SKILL.md",[1087],{"path":645,"priority":330},{"basePath":1089,"description":1090,"displayName":1091,"installMethods":1092,"rationale":1093,"selectedPaths":1094,"source":336,"sourceLanguage":18,"type":250},"plugins/sdd/skills/implement-task","Implement a task with automated LLM-as-Judge verification for critical steps","implement-task",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/implement-task/SKILL.md",[1095],{"path":645,"priority":330},{"basePath":1097,"description":1098,"displayName":1099,"installMethods":1100,"rationale":1101,"selectedPaths":1102,"source":336,"sourceLanguage":18,"type":250},"plugins/sdd/skills/plan-task","Refine, parallelize, and verify a draft task specification into a fully planned implementation-ready task","plan-task",{"claudeCode":12},"SKILL.md frontmatter at plugins/sdd/skills/plan-task/SKILL.md",[1103,1104],{"path":645,"priority":330},{"path":1105,"priority":349},"analyse-business-requirements.md",{"basePath":1107,"description":1108,"displayName":1109,"installMethods":1110,"rationale":1111,"selectedPaths":1112,"source":336,"sourceLanguage":18,"type":250},"plugins/tdd/skills/fix-tests","Systematically fix all failing tests after business logic changes or refactoring","fix-tests",{"claudeCode":12},"SKILL.md frontmatter at plugins/tdd/skills/fix-tests/SKILL.md",[1113],{"path":645,"priority":330},{"basePath":1115,"description":1116,"displayName":1117,"installMethods":1118,"rationale":1119,"selectedPaths":1120,"source":336,"sourceLanguage":18,"type":250},"plugins/tdd/skills/test-driven-development","Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first","test-driven-development",{"claudeCode":12},"SKILL.md frontmatter at plugins/tdd/skills/test-driven-development/SKILL.md",[1121],{"path":645,"priority":330},{"basePath":1123,"description":1124,"displayName":1125,"installMethods":1126,"rationale":1127,"selectedPaths":1128,"source":336,"sourceLanguage":18,"type":250},"plugins/tdd/skills/write-tests","Systematically add test coverage for all local code changes using specialized review and development agents. Add tests for uncommitted changes (including untracked files), or if everything is commited, then will cover latest commit.","write-tests",{"claudeCode":12},"SKILL.md frontmatter at plugins/tdd/skills/write-tests/SKILL.md",[1129],{"path":645,"priority":330},{"sources":1131},[1132],"manual",{"closedIssues90d":235,"description":1134,"forks":236,"homepage":1135,"license":242,"openIssues90d":238,"pushedAt":239,"readmeSize":233,"stars":240,"topics":1136},"Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor, Antigravity, Gemini CLI, and others.","https://cek.neolab.finance/",[1137,1138,1139,1140,273,1141,1142,1143,1144],"agent","ai","claude","llm","cline","cursor","opencode","windsurf",{"classifiedAt":1146,"discoverAt":1147,"extractAt":1148,"githubAt":1148,"updatedAt":1146},1778694480631,1778694475065,1778694478670,[217,216,218,219],{"evaluatedAt":245,"extractAt":297,"updatedAt":245},[],[1153,1185,1204,1232,1261,1290],{"_creationTime":1154,"_id":1155,"community":1156,"display":1157,"identity":1163,"providers":1169,"relations":1177,"tags":1180,"workflow":1181},1778698296017.8315,"k17dzgrxxkxpeqmtcn5v3tjmad86n5tm",{"reviewCount":8},{"description":1158,"installMethods":1159,"name":1161,"sourceUrl":1162},"과잉 엔지니어링 패턴이 감지되면 자동으로 활성화됩니다: (1) 사용자가 명시적으로 변경을 요청하지 않은 코드나 파일을 수정하는 경우 (2) 요청되지 않은 새로운 추상화 레이어(class, interface, factory, wrapper)를 생성하는 경우 (3) 요청되지 않은 주석, 문서, JSDoc, 타입 어노테이션을 추가하는 경우 (4) 요청되지 않은 새로운 의존성을 도입하는 경우 (5) 최소한의 편집 대신 파일 전체를 다시 작성하는 경우 (6) diff 범위가 사용자의 요청을 명백히 초과하는 경우 (7) 사용자가 \"너무 많아\", \"거기는 건드리지 마\", \"X만 변경해\", \"간단하게\", \"그만\" 등의 신호를 보내는 경우 (8) 발생할 수 없는 시나리오에 대한 에러 처리, 유효성 검사, 방어적 코드를 추가하는 경우 (9) 요청되지 않은 테스트, 설정 스캐폴딩, 문서를 생성하는 경우\n",{"claudeCode":1160},"uucz/moyu","Moyu (摸鱼)","https://github.com/uucz/moyu",{"basePath":1164,"githubOwner":1165,"githubRepo":1166,"locale":1167,"slug":1168,"type":250},"skills/moyu-ko","uucz","moyu","ko","moyu-ko",{"evaluate":1170,"extract":1175},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1171,"tags":1172,"targetMarket":220,"tier":284},100,[1173,282,219,283,1174],"ai-assist","refactoring",{"commitSha":286,"license":1176},"MIT",{"parentExtensionId":1178,"repoId":1179},"k17a8j7hxkm1n8dabrtcwp2z2d86nr39","kd7ccbpk8y3xm113xt8wy1c5jd86n94h",[1173,282,283,219,1174],{"evaluatedAt":1182,"extractAt":1183,"updatedAt":1184},1778698415064,1778698296017,1778698589704,{"_creationTime":1186,"_id":1187,"community":1188,"display":1189,"identity":1191,"providers":1192,"relations":1199,"tags":1201,"workflow":1202},1778694480889.9487,"k17eg219cke0p45yfhh8n2t37986mgm4",{"reviewCount":8},{"description":671,"installMethods":1190,"name":672,"sourceUrl":14},{"claudeCode":12},{"basePath":670,"githubOwner":248,"githubRepo":249,"locale":18,"slug":672,"type":250},{"evaluate":1193,"extract":1198},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1171,"tags":1194,"targetMarket":220,"tier":284},[1195,1196,219,598,1197],"command-creation","agent-development","claude-code",{"commitSha":286},{"parentExtensionId":1200,"repoId":293},"k173g0c46wghgz5j9gn02wfydn86mkh8",[1196,1197,1195,598,219],{"evaluatedAt":1203,"extractAt":297,"updatedAt":1203},1778694773368,{"_creationTime":1205,"_id":1206,"community":1207,"display":1208,"identity":1214,"providers":1218,"relations":1225,"tags":1228,"workflow":1229},1778692846401.1536,"k17f8b769y9swjcqb91vq74zy986n2wf",{"reviewCount":8},{"description":1209,"installMethods":1210,"name":1212,"sourceUrl":1213},"Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.",{"claudeCode":1211},"mattpocock/skills","write-a-skill","https://github.com/mattpocock/skills",{"basePath":1215,"githubOwner":1216,"githubRepo":1217,"locale":18,"slug":1212,"type":250},"skills/productivity/write-a-skill","mattpocock","skills",{"evaluate":1219,"extract":1224},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1171,"tags":1220,"targetMarket":220,"tier":284},[1221,1196,1222,219,1223],"skill-creation","documentation","productivity",{"commitSha":286},{"parentExtensionId":1226,"repoId":1227},"k171mc92f05dc4v6jzgf6bng7d86mr9t","kd70nm2vazehgqc4j28ve6cwv986mv1s",[1196,1222,1223,219,1221],{"evaluatedAt":1230,"extractAt":1231,"updatedAt":1230},1778693512400,1778692846401,{"_creationTime":1233,"_id":1234,"community":1235,"display":1236,"identity":1242,"providers":1245,"relations":1254,"tags":1256,"workflow":1257},1778691316210.005,"k175txezbab4wcy00m9gcdq8qx86mz9k",{"reviewCount":8},{"description":1237,"installMethods":1238,"name":1240,"sourceUrl":1241},"Generate images and videos from text with multi-provider routing — supports GPT Image 2.0 (near-perfect text rendering), Nanobanana 2, Seedream 5.0, Midjourney V8.1 (unified photorealistic + anime), Flux 2 Klein (cheap drafts), Seedance 2.0 / Happyhorse 1.0 / Veo 3.1 video, and local ComfyUI workflows. Includes 1,446 curated prompts and style-aware prompt enhancement. Use when users want to create images/videos, design assets, animate photos, enhance prompts, or manage AI art workflows. NOT for: generic chat, code generation, document writing, video editing of existing footage, audio/TTS, or any task unrelated to AI image/video creation.",{"claudeCode":1239},"jau123/MeiGen-AI-Design-MCP","openclaw","https://github.com/jau123/MeiGen-AI-Design-MCP",{"basePath":1240,"githubOwner":1243,"githubRepo":1244,"locale":18,"slug":1240,"type":250},"jau123","MeiGen-AI-Design-MCP",{"evaluate":1246,"extract":1253},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1171,"tags":1247,"targetMarket":220,"tier":284},[1248,1249,1250,1251,219,1252],"image-generation","video-generation","ai-art","comfyui","design-assistant",{"commitSha":286},{"repoId":1255},"kd7b1trrphkh2efj71w89w7qzh86nh22",[1250,1251,1252,1248,219,1249],{"evaluatedAt":1258,"extractAt":1259,"updatedAt":1260},1778691399174,1778691316210,1778691569625,{"_creationTime":1262,"_id":1263,"community":1264,"display":1265,"identity":1271,"providers":1276,"relations":1284,"tags":1286,"workflow":1287},1778687399826.0247,"k173skx1fvkafn38prsv2d0qbh86nn4h",{"reviewCount":8},{"description":1266,"installMethods":1267,"name":1269,"sourceUrl":1270},"Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.",{"claudeCode":1268},"github/awesome-copilot","Arize Prompt Optimization","https://github.com/github/awesome-copilot",{"basePath":1272,"githubOwner":1273,"githubRepo":1274,"locale":18,"slug":1275,"type":250},"skills/arize-prompt-optimization","github","awesome-copilot","arize-prompt-optimization",{"evaluate":1277,"extract":1283},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1171,"tags":1278,"targetMarket":220,"tier":284},[1140,219,1279,1280,1281,1282],"optimization","arize","cli","data-analysis",{"commitSha":286,"license":1176},{"repoId":1285},"kd7dsmv976w8rtkqnjjfdtfgks86nnmw",[1280,1281,1282,1140,1279,219],{"evaluatedAt":1288,"extractAt":1289,"updatedAt":1288},1778689257343,1778687399826,{"_creationTime":1291,"_id":1292,"community":1293,"display":1294,"identity":1300,"providers":1305,"relations":1311,"tags":1314,"workflow":1315},1778686640222.7952,"k178bs4zybvyebq2gnym4jazch86np03",{"reviewCount":8},{"description":1295,"installMethods":1296,"name":1298,"sourceUrl":1299},"Run metric-driven iterative optimization loops -- define a measurable goal, run parallel experiments, measure each against hard gates or LLM-as-judge scores, keep improvements, and converge on the best solution. Use when optimizing clustering quality, search relevance, build performance, prompt quality, or any measurable outcome that benefits from systematic experimentation.",{"claudeCode":1297},"EveryInc/compound-engineering-plugin","CE Optimize","https://github.com/EveryInc/compound-engineering-plugin",{"basePath":1301,"githubOwner":1302,"githubRepo":1303,"locale":18,"slug":1304,"type":250},"plugins/compound-engineering/skills/ce-optimize","EveryInc","compound-engineering-plugin","ce-optimize",{"evaluate":1306,"extract":1310},{"promptVersionExtension":209,"promptVersionScoring":210,"score":1171,"tags":1307,"targetMarket":220,"tier":284},[1279,1308,1309,282,219],"experimentation","mlops",{"commitSha":286,"license":1176},{"parentExtensionId":1312,"repoId":1313},"k17d893df4em0e3pn8f55h1dxn86n09e","kd7e40my1b5g70tg0f60qg85ch86nn08",[282,1308,1309,1279,219],{"evaluatedAt":1316,"extractAt":1317,"updatedAt":1316},1778687141592,1778686640222]