[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M7197SPSZ31FKFZ36DX7RMK8":3,"skill-same:01M7197SPSZ31FKFZ36DX7RMK8":72},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":43,"linkOnly":44,"markdownContent":45,"markdownBody":46,"frontMatter":47,"refName":50,"commitSha":51,"skillDirectory":52,"forksCount":53,"repositoryHtmlUrl":54,"repositoryHomepageUrl":55,"ownerHtmlUrl":56,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":57,"install":58,"resources":71},"01M7197SPSZ31FKFZ36DX7RMK8","ai-agent-development",null,"AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.","dahaliztupe-sketch\u002FKalmeron-Two","dahaliztupe-sketch","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F271085317?v=4","01M719765Q83P08JCQ1SWNQR0N","01M719766HQBGF44W90MPJKTD2",1,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fai-agent-development\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"ai agent","development","ai agent development","agent development","systems","langgraph","multi","with","custom","for","personal","multi-agent","safe","2026","development workflow","workflow","orchestration","agent orchestration","autonomous","custom agents","2026-11-10 10:12:30",false,"---\nname: ai-agent-development\ndescription: \"AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.\"\ncategory: granular-workflow-bundle\nrisk: safe\nsource: personal\ndate_added: \"2026-02-27\"\n---\n\n# AI Agent Development Workflow\n\n## Overview\n\nSpecialized workflow for building AI agents including single autonomous agents, multi-agent systems, agent orchestration, tool integration, and human-in-the-loop patterns.\n\n## When to Use This Workflow\n\nUse this workflow when:\n- Building autonomous AI agents\n- Creating multi-agent systems\n- Implementing agent orchestration\n- Adding tool integration to agents\n- Setting up agent memory\n\n## Workflow Phases\n\n### Phase 1: Agent Design\n\n#### Skills to Invoke\n- `ai-agents-architect` - Agent architecture\n- `autonomous-agents` - Autonomous patterns\n\n#### Actions\n1. Define agent purpose\n2. Design agent capabilities\n3. Plan tool integration\n4. Design memory system\n5. Define success metrics\n\n#### Copy-Paste Prompts\n```\nUse @ai-agents-architect to design AI agent architecture\n```\n\n### Phase 2: Single Agent Implementation\n\n#### Skills to Invoke\n- `autonomous-agent-patterns` - Agent patterns\n- `autonomous-agents` - Autonomous agents\n\n#### Actions\n1. Choose agent framework\n2. Implement agent logic\n3. Add tool integration\n4. Configure memory\n5. Test agent behavior\n\n#### Copy-Paste Prompts\n```\nUse @autonomous-agent-patterns to implement single agent\n```\n\n### Phase 3: Multi-Agent System\n\n#### Skills to Invoke\n- `crewai` - CrewAI framework\n- `multi-agent-patterns` - Multi-agent patterns\n\n#### Actions\n1. Define agent roles\n2. Set up agent communication\n3. Configure orchestration\n4. Implement task delegation\n5. Test coordination\n\n#### Copy-Paste Prompts\n```\nUse @crewai to build multi-agent system with roles\n```\n\n### Phase 4: Agent Orchestration\n\n#### Skills to Invoke\n- `langgraph` - LangGraph orchestration\n- `workflow-orchestration-patterns` - Orchestration\n\n#### Actions\n1. Design workflow graph\n2. Implement state management\n3. Add conditional branches\n4. Configure persistence\n5. Test workflows\n\n#### Copy-Paste Prompts\n```\nUse @langgraph to create stateful agent workflows\n```\n\n### Phase 5: Tool Integration\n\n#### Skills to Invoke\n- `agent-tool-builder` - Tool building\n- `tool-design` - Tool design\n\n#### Actions\n1. Identify tool needs\n2. Design tool interfaces\n3. Implement tools\n4. Add error handling\n5. Test tool usage\n\n#### Copy-Paste Prompts\n```\nUse @agent-tool-builder to create agent tools\n```\n\n### Phase 6: Memory Systems\n\n#### Skills to Invoke\n- `agent-memory-systems` - Memory architecture\n- `conversation-memory` - Conversation memory\n\n#### Actions\n1. Design memory structure\n2. Implement short-term memory\n3. Set up long-term memory\n4. Add entity memory\n5. Test memory retrieval\n\n#### Copy-Paste Prompts\n```\nUse @agent-memory-systems to implement agent memory\n```\n\n### Phase 7: Evaluation\n\n#### Skills to Invoke\n- `agent-evaluation` - Agent evaluation\n- `evaluation` - AI evaluation\n\n#### Actions\n1. Define evaluation criteria\n2. Create test scenarios\n3. Measure agent performance\n4. Test edge cases\n5. Iterate improvements\n\n#### Copy-Paste Prompts\n```\nUse @agent-evaluation to evaluate agent performance\n```\n\n## Agent Architecture\n\n```\nUser Input -> Planner -> Agent -> Tools -> Memory -> Response\n              |          |        |        |\n         Decompose   LLM Core  Actions  Short\u002FLong-term\n```\n\n## Quality Gates\n\n- [ ] Agent logic working\n- [ ] Tools integrated\n- [ ] Memory functional\n- [ ] Orchestration tested\n- [ ] Evaluation passing\n\n## Related Workflow Bundles\n\n- `ai-ml` - AI\u002FML development\n- `rag-implementation` - RAG systems\n- `workflow-automation` - Workflow patterns\n\n## Limitations\n- Use this skill only when the task clearly matches the scope described above.\n- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.\n- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.\n","# AI Agent Development Workflow\n\n## Overview\n\nSpecialized workflow for building AI agents including single autonomous agents, multi-agent systems, agent orchestration, tool integration, and human-in-the-loop patterns.\n\n## When to Use This Workflow\n\nUse this workflow when:\n- Building autonomous AI agents\n- Creating multi-agent systems\n- Implementing agent orchestration\n- Adding tool integration to agents\n- Setting up agent memory\n\n## Workflow Phases\n\n### Phase 1: Agent Design\n\n#### Skills to Invoke\n- `ai-agents-architect` - Agent architecture\n- `autonomous-agents` - Autonomous patterns\n\n#### Actions\n1. Define agent purpose\n2. Design agent capabilities\n3. Plan tool integration\n4. Design memory system\n5. Define success metrics\n\n#### Copy-Paste Prompts\n```\nUse @ai-agents-architect to design AI agent architecture\n```\n\n### Phase 2: Single Agent Implementation\n\n#### Skills to Invoke\n- `autonomous-agent-patterns` - Agent patterns\n- `autonomous-agents` - Autonomous agents\n\n#### Actions\n1. Choose agent framework\n2. Implement agent logic\n3. Add tool integration\n4. Configure memory\n5. Test agent behavior\n\n#### Copy-Paste Prompts\n```\nUse @autonomous-agent-patterns to implement single agent\n```\n\n### Phase 3: Multi-Agent System\n\n#### Skills to Invoke\n- `crewai` - CrewAI framework\n- `multi-agent-patterns` - Multi-agent patterns\n\n#### Actions\n1. Define agent roles\n2. Set up agent communication\n3. Configure orchestration\n4. Implement task delegation\n5. Test coordination\n\n#### Copy-Paste Prompts\n```\nUse @crewai to build multi-agent system with roles\n```\n\n### Phase 4: Agent Orchestration\n\n#### Skills to Invoke\n- `langgraph` - LangGraph orchestration\n- `workflow-orchestration-patterns` - Orchestration\n\n#### Actions\n1. Design workflow graph\n2. Implement state management\n3. Add conditional branches\n4. Configure persistence\n5. Test workflows\n\n#### Copy-Paste Prompts\n```\nUse @langgraph to create stateful agent workflows\n```\n\n### Phase 5: Tool Integration\n\n#### Skills to Invoke\n- `agent-tool-builder` - Tool building\n- `tool-design` - Tool design\n\n#### Actions\n1. Identify tool needs\n2. Design tool interfaces\n3. Implement tools\n4. Add error handling\n5. Test tool usage\n\n#### Copy-Paste Prompts\n```\nUse @agent-tool-builder to create agent tools\n```\n\n### Phase 6: Memory Systems\n\n#### Skills to Invoke\n- `agent-memory-systems` - Memory architecture\n- `conversation-memory` - Conversation memory\n\n#### Actions\n1. Design memory structure\n2. Implement short-term memory\n3. Set up long-term memory\n4. Add entity memory\n5. Test memory retrieval\n\n#### Copy-Paste Prompts\n```\nUse @agent-memory-systems to implement agent memory\n```\n\n### Phase 7: Evaluation\n\n#### Skills to Invoke\n- `agent-evaluation` - Agent evaluation\n- `evaluation` - AI evaluation\n\n#### Actions\n1. Define evaluation criteria\n2. Create test scenarios\n3. Measure agent performance\n4. Test edge cases\n5. Iterate improvements\n\n#### Copy-Paste Prompts\n```\nUse @agent-evaluation to evaluate agent performance\n```\n\n## Agent Architecture\n\n```\nUser Input -> Planner -> Agent -> Tools -> Memory -> Response\n              |          |        |        |\n         Decompose   LLM Core  Actions  Short\u002FLong-term\n```\n\n## Quality Gates\n\n- [ ] Agent logic working\n- [ ] Tools integrated\n- [ ] Memory functional\n- [ ] Orchestration tested\n- [ ] Evaluation passing\n\n## Related Workflow Bundles\n\n- `ai-ml` - AI\u002FML development\n- `rag-implementation` - RAG systems\n- `workflow-automation` - Workflow patterns\n\n## Limitations\n- Use this skill only when the task clearly matches the scope described above.\n- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.\n- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.\n",{"name":5,"risk":35,"source":33,"category":48,"date_added":49,"description":7},"granular-workflow-bundle","2026-02-27","main","13d9afadbb6a87d6209fe4bd6ca2bbe4553119ac",".agents\u002Fskills\u002Fai-agent-development",0,"https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two","https:\u002F\u002Fkalmeron-two.vercel.app","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch","2026-10-05 12:24:53",{"source":8,"skillName":5,"commands":59,"prompt":69,"zipAvailable":70},[60,63,66],{"tool":61,"command":62},"npx","npx skills add dahaliztupe-sketch\u002FKalmeron-Two --skill ai-agent-development",{"tool":64,"command":65},"bunx","bunx skills add dahaliztupe-sketch\u002FKalmeron-Two --skill ai-agent-development",{"tool":67,"command":68},"pnpm","pnpm dlx skills add dahaliztupe-sketch\u002FKalmeron-Two --skill ai-agent-development","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fai-agent-development\u002FSKILL.md",true,[],[73,86,112,129,158,189],{"skillNo":74,"name":75,"nameZh":6,"description":76,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":77,"sourceHtmlUrl":78,"categories":79,"keywords":81,"publishedAt":43},"01M719SWYD9RGS97HJ69PXWY62","add-new-agent","خطوات تفصيليّة لإضافة وكيل ذكاء اصطناعي جديد إلى منصّة Kalmeron من الفكرة إلى الإنتاج","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002FSKILL.md",[80],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[82,83,84,85],"add","add new agent","new","new agent",{"skillNo":87,"name":88,"nameZh":6,"description":89,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":90,"categories":91,"keywords":103,"publishedAt":43},"01M719SSKNBA7T5NS7V6DP0PX4","writing-skills","Use when creating new skills, editing existing skills, or verifying skills work before deployment","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwriting-skills\u002FSKILL.md",[92,95,98],{"categoryNo":93,"categoryName":94,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":96,"categoryName":97,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":99,"categoryName":100,"taxonomyType":101,"taxonomyTypeDesc":102},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[104,105,84,106,107,108,109,110,111],"writing skills","writing","when","work","editing","deployment","use","Existing",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":120,"publishedAt":43},"01M719SRFDNKA3044QD3FYZ05R","writing-plans","Use when you have a spec or requirements for a multi-step task, before touching code","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwriting-plans\u002FSKILL.md",[118,119],{"categoryNo":96,"categoryName":97,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":99,"categoryName":100,"taxonomyType":101,"taxonomyTypeDesc":102},[121,105,122,123,124,125,106,110,32,126,29,127,128],"writing plans","plans","code","requirements","you","task","spec","multi-step task",{"skillNo":130,"name":131,"nameZh":6,"description":132,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":133,"categories":134,"keywords":141,"publishedAt":43},"01M719SPN5FM1JYJSR9DGJQPZ0","web-design-guidelines","Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"check my site against best practices\".","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fweb-design-guidelines\u002FSKILL.md",[135,138],{"categoryNo":136,"categoryName":137,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":139,"categoryName":140,"taxonomyType":101,"taxonomyTypeDesc":102},"01JBSEEDCAT000000000000032","设计师",[142,143,144,145,146,147,148,149,150,151,152,123,32,153,154,155,110,106,156,157],"web design","web design guidelines","web","design","guidelines","review","accessibility","ux","audit","compliance","check","vercel","interface","web interface guidelines","best practices","file",{"skillNo":159,"name":160,"nameZh":6,"description":161,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":162,"licenseFileUrl":6,"sourceHtmlUrl":163,"categories":164,"keywords":169,"publishedAt":43},"01M719SK11T05QYVPTWWYMYY5B","vitest","Set up Vitest testing in any project — detects project type (Cloudflare Workers, React, Node), generates vitest.config.ts, test setup, utilities, and sample tests. Also covers mocking patterns, coverage config, workspace setup, and Jest migration. Trigger with 'set up vitest', 'add tests', 'configure vitest', 'migrate from jest', 'vitest config', 'add unit tests', or 'testing setup'.","MIT","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fvitest\u002FSKILL.md",[165,166],{"categoryNo":93,"categoryName":94,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":167,"categoryName":168,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000009","前端开发",[160,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188],"cloudflare","cloudflare workers","config","node","sample","react","jest","migrate","configure","Utilities","up","testing","workspace setup","project","unit","SET","coverage","test setup","patterns",{"skillNo":190,"name":191,"nameZh":6,"description":192,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":193,"categories":194,"keywords":195,"publishedAt":43},"01M719SGV9R1N88QWAB7Y925HD","verification-loops","Use when about to claim work is complete, fixed, or passing, before committing or creating PRs. Requires running verification commands and confirming output before making any success claims. Evidence before assertions always.","https:\u002F\u002Fgithub.com\u002Fdahaliztupe-sketch\u002FKalmeron-Two\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fverification-loops\u002FSKILL.md",[],[196,197,198,199,110,200,201,202,203,204,205,206,107,207,208,106],"loops","verification","verification loops","claim","assertions","prs","complete","evidence","running","commands","about","claims","output"]