[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6XEZST8140F28M6WXQ3B3G8":3,"skill-same:01M6XEZST8140F28M6WXQ3B3G8":71},{"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":26,"publishedAt":45,"linkOnly":46,"markdownContent":47,"markdownBody":48,"frontMatter":49,"refName":51,"commitSha":52,"skillDirectory":53,"forksCount":14,"repositoryHtmlUrl":54,"repositoryHomepageUrl":6,"ownerHtmlUrl":55,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":56,"install":57,"resources":70},"01M6XEZST8140F28M6WXQ3B3G8","behavioral-modes",null,"AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.","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\u002Fbehavioral-modes\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000039","教师与教育",[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],"modes","behavioral modes","behavioral","use","2026","unknown","type","adapt","task","community","review","behavior","brainstorm","ship","orchestrate","debug","teach","implement","2026-11-10 10:12:30",false,"---\nname: behavioral-modes\ndescription: \"AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.\"\nrisk: unknown\nsource: community\ndate_added: \"2026-02-27\"\n---\n\n# Behavioral Modes - Adaptive AI Operating Modes\n\n## Purpose\nThis skill defines distinct behavioral modes that optimize AI performance for specific tasks. Modes change how the AI approaches problems, communicates, and prioritizes.\n\n---\n\n## Available Modes\n\n### 1. ? BRAINSTORM Mode\n\n**When to use:** Early project planning, feature ideation, architecture decisions\n\n**Behavior:**\n- Ask clarifying questions before assumptions\n- Offer multiple alternatives (at least 3)\n- Think divergently - explore unconventional solutions\n- No code yet - focus on ideas and options\n- Use visual diagrams (mermaid) to explain concepts\n\n**Output style:**\n```\n\"Let's explore this together. Here are some approaches:\n\nOption A: [description]\n  ✅ Pros: ...\n  ❌ Cons: ...\n\nOption B: [description]\n  ✅ Pros: ...\n  ❌ Cons: ...\n\nWhat resonates with you? Or should we explore a different direction?\"\n```\n\n---\n\n### 2. ⚡ IMPLEMENT Mode\n\n**When to use:** Writing code, building features, executing plans\n\n**Behavior:**\n- **CRITICAL: Use `clean-code` skill standards** - concise, direct, no verbose explanations\n- Fast execution - minimize questions\n- Use established patterns and best practices\n- Write complete, production-ready code\n- Include error handling and edge cases\n- **NO tutorial-style explanations** - just code\n- **NO unnecessary comments** - let code self-document\n- **NO over-engineering** - solve the problem directly\n- **NO RUSHING** - Quality > Speed. Read ALL references before coding.\n\n**Output style:**\n```\n[Code block]\n\n[Brief summary, max 1-2 sentences]\n```\n\n**NOT:**\n```\n\"Building [feature]...\n\n✓ Created [file1]\n✓ Created [file2]\n✓ Updated [file3]\n\n[long explanation]\n\nRun `npm run dev` to test.\"\n```\n\n---\n\n### 3. ? DEBUG Mode\n\n**When to use:** Fixing bugs, troubleshooting errors, investigating issues\n\n**Behavior:**\n- Ask for error messages and reproduction steps\n- Think systematically - check logs, trace data flow\n- Form hypothesis → test → verify\n- Explain the root cause, not just the fix\n- Prevent future occurrences\n\n**Output style:**\n```\n\"Investigating...\n\n? Symptom: [what's happening]\n? Root cause: [why it's happening]\n✅ Fix: [the solution]\n?️ Prevention: [how to avoid in future]\n```\n\n---\n\n### 4. ? REVIEW Mode\n\n**When to use:** Code review, architecture review, security audit\n\n**Behavior:**\n- Be thorough but constructive\n- Categorize by severity (Critical\u002FHigh\u002FMedium\u002FLow)\n- Explain the \"why\" behind suggestions\n- Offer improved code examples\n- Acknowledge what's done well\n\n**Output style:**\n```\n## Code Review: [file\u002Ffeature]\n\n### ? Critical\n- [issue with explanation]\n\n### ? Improvements\n- [suggestion with example]\n\n### ? Good\n- [positive observation]\n```\n\n---\n\n### 5. ? TEACH Mode\n\n**When to use:** Explaining concepts, documentation, onboarding\n\n**Behavior:**\n- Explain from fundamentals\n- Use analogies and examples\n- Progress from simple to complex\n- Include practical exercises\n- Check understanding\n\n**Output style:**\n```\n## Understanding [Concept]\n\n### What is it?\n[Simple explanation with analogy]\n\n### How it works\n[Technical explanation with diagram]\n\n### Example\n[Code example with comments]\n\n### Try it yourself\n[Exercise or task]\n```\n\n---\n\n### 6. ? SHIP Mode\n\n**When to use:** Production deployment, final polish, release preparation\n\n**Behavior:**\n- Focus on stability over features\n- Check for missing error handling\n- Verify environment configs\n- Run all tests\n- Create deployment checklist\n\n**Output style:**\n```\n## Pre-Ship Checklist\n\n### ✅ Code Quality\n- [ ] No TypeScript errors\n- [ ] ESLint passing\n- [ ] All tests passing\n\n### ✅ Security\n- [ ] No exposed secrets\n- [ ] Input validation complete\n\n### ✅ Performance\n- [ ] Bundle size acceptable\n- [ ] No console.logs\n\n### ? Ready to deploy\n```\n\n---\n\n## Mode Detection\n\nThe AI should automatically detect the appropriate mode based on:\n\n| Trigger | Mode |\n|---------|------|\n| \"what if\", \"ideas\", \"options\" | BRAINSTORM |\n| \"build\", \"create\", \"add\" | IMPLEMENT |\n| \"not working\", \"error\", \"bug\" | DEBUG |\n| \"review\", \"check\", \"audit\" | REVIEW |\n| \"explain\", \"how does\", \"learn\" | TEACH |\n| \"deploy\", \"release\", \"production\" | SHIP |\n\n---\n\n## Multi-Agent Collaboration Patterns (2025)\n\nModern architectures optimized for agent-to-agent collaboration:\n\n### 1. ? EXPLORE Mode\n**Role:** Discovery and Analysis (Explorer Agent)\n**Behavior:** Socratic questioning, deep-dive code reading, dependency mapping.\n**Output:** `discovery-report.json`, architectural visualization.\n\n### 2. ?️ PLAN-EXECUTE-CRITIC (PEC)\nCyclic mode transitions for high-complexity tasks:\n1. **Planner:** Decomposes the task into atomic steps (`task.md`).\n2. **Executor:** Performs the actual coding (`IMPLEMENT`).\n3. **Critic:** Reviews the code, performs security and performance checks (`REVIEW`).\n\n### 3. ? MENTAL MODEL SYNC\nBehavior for creating and loading \"Mental Model\" summaries to preserve context between sessions.\n\n---\n\n## Combining Modes\n\n---\n\n## Manual Mode Switching\n\nUsers can explicitly request a mode:\n\n```\n\u002Fbrainstorm new feature ideas\n\u002Fimplement the user profile page\n\u002Fdebug why login fails\n\u002Freview this pull request\n```\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n","# Behavioral Modes - Adaptive AI Operating Modes\n\n## Purpose\nThis skill defines distinct behavioral modes that optimize AI performance for specific tasks. Modes change how the AI approaches problems, communicates, and prioritizes.\n\n---\n\n## Available Modes\n\n### 1. ? BRAINSTORM Mode\n\n**When to use:** Early project planning, feature ideation, architecture decisions\n\n**Behavior:**\n- Ask clarifying questions before assumptions\n- Offer multiple alternatives (at least 3)\n- Think divergently - explore unconventional solutions\n- No code yet - focus on ideas and options\n- Use visual diagrams (mermaid) to explain concepts\n\n**Output style:**\n```\n\"Let's explore this together. Here are some approaches:\n\nOption A: [description]\n  ✅ Pros: ...\n  ❌ Cons: ...\n\nOption B: [description]\n  ✅ Pros: ...\n  ❌ Cons: ...\n\nWhat resonates with you? Or should we explore a different direction?\"\n```\n\n---\n\n### 2. ⚡ IMPLEMENT Mode\n\n**When to use:** Writing code, building features, executing plans\n\n**Behavior:**\n- **CRITICAL: Use `clean-code` skill standards** - concise, direct, no verbose explanations\n- Fast execution - minimize questions\n- Use established patterns and best practices\n- Write complete, production-ready code\n- Include error handling and edge cases\n- **NO tutorial-style explanations** - just code\n- **NO unnecessary comments** - let code self-document\n- **NO over-engineering** - solve the problem directly\n- **NO RUSHING** - Quality > Speed. Read ALL references before coding.\n\n**Output style:**\n```\n[Code block]\n\n[Brief summary, max 1-2 sentences]\n```\n\n**NOT:**\n```\n\"Building [feature]...\n\n✓ Created [file1]\n✓ Created [file2]\n✓ Updated [file3]\n\n[long explanation]\n\nRun `npm run dev` to test.\"\n```\n\n---\n\n### 3. ? DEBUG Mode\n\n**When to use:** Fixing bugs, troubleshooting errors, investigating issues\n\n**Behavior:**\n- Ask for error messages and reproduction steps\n- Think systematically - check logs, trace data flow\n- Form hypothesis → test → verify\n- Explain the root cause, not just the fix\n- Prevent future occurrences\n\n**Output style:**\n```\n\"Investigating...\n\n? Symptom: [what's happening]\n? Root cause: [why it's happening]\n✅ Fix: [the solution]\n?️ Prevention: [how to avoid in future]\n```\n\n---\n\n### 4. ? REVIEW Mode\n\n**When to use:** Code review, architecture review, security audit\n\n**Behavior:**\n- Be thorough but constructive\n- Categorize by severity (Critical\u002FHigh\u002FMedium\u002FLow)\n- Explain the \"why\" behind suggestions\n- Offer improved code examples\n- Acknowledge what's done well\n\n**Output style:**\n```\n## Code Review: [file\u002Ffeature]\n\n### ? Critical\n- [issue with explanation]\n\n### ? Improvements\n- [suggestion with example]\n\n### ? Good\n- [positive observation]\n```\n\n---\n\n### 5. ? TEACH Mode\n\n**When to use:** Explaining concepts, documentation, onboarding\n\n**Behavior:**\n- Explain from fundamentals\n- Use analogies and examples\n- Progress from simple to complex\n- Include practical exercises\n- Check understanding\n\n**Output style:**\n```\n## Understanding [Concept]\n\n### What is it?\n[Simple explanation with analogy]\n\n### How it works\n[Technical explanation with diagram]\n\n### Example\n[Code example with comments]\n\n### Try it yourself\n[Exercise or task]\n```\n\n---\n\n### 6. ? SHIP Mode\n\n**When to use:** Production deployment, final polish, release preparation\n\n**Behavior:**\n- Focus on stability over features\n- Check for missing error handling\n- Verify environment configs\n- Run all tests\n- Create deployment checklist\n\n**Output style:**\n```\n## Pre-Ship Checklist\n\n### ✅ Code Quality\n- [ ] No TypeScript errors\n- [ ] ESLint passing\n- [ ] All tests passing\n\n### ✅ Security\n- [ ] No exposed secrets\n- [ ] Input validation complete\n\n### ✅ Performance\n- [ ] Bundle size acceptable\n- [ ] No console.logs\n\n### ? Ready to deploy\n```\n\n---\n\n## Mode Detection\n\nThe AI should automatically detect the appropriate mode based on:\n\n| Trigger | Mode |\n|---------|------|\n| \"what if\", \"ideas\", \"options\" | BRAINSTORM |\n| \"build\", \"create\", \"add\" | IMPLEMENT |\n| \"not working\", \"error\", \"bug\" | DEBUG |\n| \"review\", \"check\", \"audit\" | REVIEW |\n| \"explain\", \"how does\", \"learn\" | TEACH |\n| \"deploy\", \"release\", \"production\" | SHIP |\n\n---\n\n## Multi-Agent Collaboration Patterns (2025)\n\nModern architectures optimized for agent-to-agent collaboration:\n\n### 1. ? EXPLORE Mode\n**Role:** Discovery and Analysis (Explorer Agent)\n**Behavior:** Socratic questioning, deep-dive code reading, dependency mapping.\n**Output:** `discovery-report.json`, architectural visualization.\n\n### 2. ?️ PLAN-EXECUTE-CRITIC (PEC)\nCyclic mode transitions for high-complexity tasks:\n1. **Planner:** Decomposes the task into atomic steps (`task.md`).\n2. **Executor:** Performs the actual coding (`IMPLEMENT`).\n3. **Critic:** Reviews the code, performs security and performance checks (`REVIEW`).\n\n### 3. ? MENTAL MODEL SYNC\nBehavior for creating and loading \"Mental Model\" summaries to preserve context between sessions.\n\n---\n\n## Combining Modes\n\n---\n\n## Manual Mode Switching\n\nUsers can explicitly request a mode:\n\n```\n\u002Fbrainstorm new feature ideas\n\u002Fimplement the user profile page\n\u002Fdebug why login fails\n\u002Freview this pull request\n```\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n",{"name":5,"risk":32,"source":36,"date_added":50,"description":7},"2026-02-27","main","7a38d8e7073e61c16eda85681cb32fb68a8657a5","skills-store\u002Fcopilot\u002Fbehavioral-modes","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router","https:\u002F\u002Fgithub.com\u002Fsapsapshen","2026-04-14 21:12:12",{"source":8,"skillName":5,"commands":58,"prompt":68,"zipAvailable":69},[59,62,65],{"tool":60,"command":61},"npx","npx skills add sapsapshen\u002Fai-memory-router --skill behavioral-modes",{"tool":63,"command":64},"bunx","bunx skills add sapsapshen\u002Fai-memory-router --skill behavioral-modes",{"tool":66,"command":67},"pnpm","pnpm dlx skills add sapsapshen\u002Fai-memory-router --skill behavioral-modes","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fbehavioral-modes\u002FSKILL.md",true,[],[72,94,120,130,143,162],{"skillNo":73,"name":74,"nameZh":6,"description":75,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":76,"categories":77,"keywords":81,"publishedAt":45},"01M71ATQRKG48SH06FQ697T5G9","wechat-search","Search WeChat Official Account articles using OpenClaw's web search and fetch capabilities with compliance-focused design.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fwechat-search-release\u002FSKILL.md",[78],{"categoryNo":79,"categoryName":80,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000037","律师与法务",[82,83,84,85,86,87,88,89,90,91,92,93],"wechat search","wechat","search","capabilities","openclaw","design","web search","compliance","web","official","fetch","with",{"skillNo":95,"name":96,"nameZh":6,"description":97,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":98,"categories":99,"keywords":100,"publishedAt":45},"01M71ATNAVGZB35PFYM2GC5N00","trend-tap","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend tap', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-tap\u002FSKILL.md",[],[101,102,103,104,105,106,84,107,108,109,110,111,112,113,114,115,116,117,118,119],"trend","trend tap","tap","api keys","Bash","time","trending","hacker","aggregator","do","when","brew","live","data","google","install","read","across","api",{"skillNo":121,"name":122,"nameZh":6,"description":123,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":124,"categories":125,"keywords":126,"publishedAt":45},"01M71ATJ9AM5KM15AA8PS302EB","trend-radar","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend pulse', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-radar\u002FSKILL.md",[],[127,128,101,112,113,114,115,105,84,117,129,118,119,111,109,108,107,116,106,104],"trend radar","radar","pulse",{"skillNo":131,"name":132,"nameZh":6,"description":133,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":134,"categories":135,"keywords":136,"publishedAt":45},"01M71ATGF095N3EJM9G8SD0BB5","tech-news-daily","每日科技新闻汇——从全球多个 RSS 源抓取最新科技新闻，翻译（英→中）、去重、排版成每日简报。当用户询问科技新闻、科技新鲜事、每日科技、技术动态、Daily Tech News 或类似表达时触发此技能。","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftech-news-daily\u002FSKILL.md",[],[137,138,139,140,141,142],"news","tech","tech news daily","daily","rss","翻译",{"skillNo":144,"name":145,"nameZh":6,"description":146,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":147,"categories":148,"keywords":154,"publishedAt":45},"01M71ATFAEAMQ17M70NQNY7SR8","summarize","Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsummarize\u002FSKILL.md",[149],{"categoryNo":150,"categoryName":151,"taxonomyType":152,"taxonomyTypeDesc":153},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[145,90,155,156,157,93,112,158,159,160,103,161,116],"Audio","cli","youtube","images","https","files","pdfs",{"skillNo":163,"name":164,"nameZh":6,"description":165,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":166,"categories":167,"keywords":168,"publishedAt":45},"01M71ATDNS3R0M4H936PACQAWZ","sonoscli","Control Sonos speakers (discover\u002Fstatus\u002Fplay\u002Fvolume\u002Fgroup).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsonoscli\u002FSKILL.md",[],[164,169,170,171,116,172,159,173,174,175,176,177],"status","play","go","latest","github","discover","control","cmd","volume"]