[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FTQ05BJVWYV990PJTTW2MP":3,"skill-same:01M6FTQ05BJVWYV990PJTTW2MP":68},{"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":18,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":46,"commitSha":47,"skillDirectory":48,"forksCount":14,"repositoryHtmlUrl":49,"repositoryHomepageUrl":6,"ownerHtmlUrl":50,"ownerBlogUrl":51,"ownerDescription":52,"updatedAt":53,"install":54,"resources":67},"01M6FTQ05BJVWYV990PJTTW2MP","ai-agents-architect",null,"Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...","reikiplanet\u002Fdaoskills","reikiplanet","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F96377599?v=4","01M6CVWCMD740YHQDK7E9QYBW4","Reiki Planet","01M6CVWCS4KXVA2CWFVJ43EAXK",0,"MIT","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fdevelopment\u002Fai-agents-architect\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"ai agents architect","architect","ai agents","memory systems","multi","build agent","systems","strategies","build","expert","agent orchestration","use","autonomous","tool","tool use","apache","planning","orchestration","ai agent","memory","2026-11-10 10:12:30",false,"---\nname: ai-agents-architect\ndescription: \"Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...\"\nsource: vibeship-spawner-skills (Apache 2.0)\nrisk: unknown\n---\n\n# AI Agents Architect\n\n**Role**: AI Agent Systems Architect\n\nI build AI systems that can act autonomously while remaining controllable.\nI understand that agents fail in unexpected ways - I design for graceful\ndegradation and clear failure modes. I balance autonomy with oversight,\nknowing when an agent should ask for help vs proceed independently.\n\n## Capabilities\n\n- Agent architecture design\n- Tool and function calling\n- Agent memory systems\n- Planning and reasoning strategies\n- Multi-agent orchestration\n- Agent evaluation and debugging\n\n## Requirements\n\n- LLM API usage\n- Understanding of function calling\n- Basic prompt engineering\n\n## Patterns\n\n### ReAct Loop\n\nReason-Act-Observe cycle for step-by-step execution\n\n```javascript\n- Thought: reason about what to do next\n- Action: select and invoke a tool\n- Observation: process tool result\n- Repeat until task complete or stuck\n- Include max iteration limits\n```\n\n### Plan-and-Execute\n\nPlan first, then execute steps\n\n```javascript\n- Planning phase: decompose task into steps\n- Execution phase: execute each step\n- Replanning: adjust plan based on results\n- Separate planner and executor models possible\n```\n\n### Tool Registry\n\nDynamic tool discovery and management\n\n```javascript\n- Register tools with schema and examples\n- Tool selector picks relevant tools for task\n- Lazy loading for expensive tools\n- Usage tracking for optimization\n```\n\n## Anti-Patterns\n\n### ❌ Unlimited Autonomy\n\n### ❌ Tool Overload\n\n### ❌ Memory Hoarding\n\n## ⚠️ Sharp Edges\n\n| Issue | Severity | Solution |\n|-------|----------|----------|\n| Agent loops without iteration limits | critical | Always set limits: |\n| Vague or incomplete tool descriptions | high | Write complete tool specs: |\n| Tool errors not surfaced to agent | high | Explicit error handling: |\n| Storing everything in agent memory | medium | Selective memory: |\n| Agent has too many tools | medium | Curate tools per task: |\n| Using multiple agents when one would work | medium | Justify multi-agent: |\n| Agent internals not logged or traceable | medium | Implement tracing: |\n| Fragile parsing of agent outputs | medium | Robust output handling: |\n\n## Related Skills\n\nWorks well with: `rag-engineer`, `prompt-engineer`, `backend`, `mcp-builder`\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n","# AI Agents Architect\n\n**Role**: AI Agent Systems Architect\n\nI build AI systems that can act autonomously while remaining controllable.\nI understand that agents fail in unexpected ways - I design for graceful\ndegradation and clear failure modes. I balance autonomy with oversight,\nknowing when an agent should ask for help vs proceed independently.\n\n## Capabilities\n\n- Agent architecture design\n- Tool and function calling\n- Agent memory systems\n- Planning and reasoning strategies\n- Multi-agent orchestration\n- Agent evaluation and debugging\n\n## Requirements\n\n- LLM API usage\n- Understanding of function calling\n- Basic prompt engineering\n\n## Patterns\n\n### ReAct Loop\n\nReason-Act-Observe cycle for step-by-step execution\n\n```javascript\n- Thought: reason about what to do next\n- Action: select and invoke a tool\n- Observation: process tool result\n- Repeat until task complete or stuck\n- Include max iteration limits\n```\n\n### Plan-and-Execute\n\nPlan first, then execute steps\n\n```javascript\n- Planning phase: decompose task into steps\n- Execution phase: execute each step\n- Replanning: adjust plan based on results\n- Separate planner and executor models possible\n```\n\n### Tool Registry\n\nDynamic tool discovery and management\n\n```javascript\n- Register tools with schema and examples\n- Tool selector picks relevant tools for task\n- Lazy loading for expensive tools\n- Usage tracking for optimization\n```\n\n## Anti-Patterns\n\n### ❌ Unlimited Autonomy\n\n### ❌ Tool Overload\n\n### ❌ Memory Hoarding\n\n## ⚠️ Sharp Edges\n\n| Issue | Severity | Solution |\n|-------|----------|----------|\n| Agent loops without iteration limits | critical | Always set limits: |\n| Vague or incomplete tool descriptions | high | Write complete tool specs: |\n| Tool errors not surfaced to agent | high | Explicit error handling: |\n| Storing everything in agent memory | medium | Selective memory: |\n| Agent has too many tools | medium | Curate tools per task: |\n| Using multiple agents when one would work | medium | Justify multi-agent: |\n| Agent internals not logged or traceable | medium | Implement tracing: |\n| Fragile parsing of agent outputs | medium | Robust output handling: |\n\n## Related Skills\n\nWorks well with: `rag-engineer`, `prompt-engineer`, `backend`, `mcp-builder`\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n",{"name":5,"risk":44,"source":45,"description":7},"unknown","vibeship-spawner-skills (Apache 2.0)","master","dff58085da947e81e8418c922055644bf0082b1b","development\u002Fai-agents-architect","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills","https:\u002F\u002Fgithub.com\u002Freikiplanet","https:\u002F\u002Fwww.reiki-planet.com","Reiki Planet Game","2026-03-29 06:02:29",{"source":8,"skillName":5,"commands":55,"prompt":65,"zipAvailable":66},[56,59,62],{"tool":57,"command":58},"npx","npx skills add reikiplanet\u002Fdaoskills --skill ai-agents-architect",{"tool":60,"command":61},"bunx","bunx skills add reikiplanet\u002Fdaoskills --skill ai-agents-architect",{"tool":63,"command":64},"pnpm","pnpm dlx skills add reikiplanet\u002Fdaoskills --skill ai-agents-architect","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fdevelopment\u002Fai-agents-architect\u002FSKILL.md",true,[],[69,96,108,122,142,165],{"skillNo":70,"name":71,"nameZh":6,"description":72,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":73,"categories":74,"keywords":75,"publishedAt":39},"01M6G614JTEQJHPT8AKK3YQ18S","web-games","Web browser game development principles. 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Comfort, interaction, performance requirements.","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fvr-ar\u002FSKILL.md",[],[103,104,94,105,106,82,84,85,86,79,107,80],"ar","vr ar","interaction","requirements","performance",{"skillNo":109,"name":110,"nameZh":6,"description":111,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":112,"categories":113,"keywords":114,"publishedAt":39},"01M6G60XNMHAMV1SV0EJ1CX0AY","templates","Project scaffolding templates for new applications. Use when creating new projects from scratch. 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OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fskills\u002Fsecurity\u002Fvulnerability-scanner\u002FSKILL.md",[],[149,150,151,152,153,154,155,156,82,86,79,157,80,158,159,160,161,162,163,164],"scanner","vulnerability scanner","vulnerability","prioritization","2025","mapping","chain","supply chain","Bash","analysis","risk","owasp","supply chain security","security","supply","advanced",{"skillNo":166,"name":167,"nameZh":6,"description":168,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":169,"categories":170,"keywords":171,"publishedAt":39},"01M6G60JZBB8DK0W3DSG1WNMZK","threat-modeling-expert","Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fskills\u002Fsecurity\u002Fthreat-modeling-expert\u002FSKILL.md",[],[172,173,174,28,175,176,177,178,162,30,179,180,181,82,182,183,184,159,185,186],"modeling","threat modeling expert","threat modeling","threat","risk assessment","architecture review","architecture","security architecture review","trees","security architecture","security requirement extraction","assessment","extraction","review","stride"]