[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CJY7SWVFD2DJDKMJ4E2C5K":3,"skill-same:01M6CJY7SWVFD2DJDKMJ4E2C5K":82},{"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":54,"linkOnly":55,"markdownContent":56,"markdownBody":57,"frontMatter":58,"refName":59,"commitSha":60,"skillDirectory":61,"forksCount":62,"repositoryHtmlUrl":63,"repositoryHomepageUrl":6,"ownerHtmlUrl":64,"ownerBlogUrl":65,"ownerDescription":66,"updatedAt":67,"install":68,"resources":81},"01M6CJY7SWVFD2DJDKMJ4E2C5K","ai-workflow-builder",null,"Design AI automation workflows with clear inputs, outputs, tools, and implementation steps.\n\nTRIGGERS - Use this skill when:\n- User wants to design an AI automation workflow\n- User mentions automating a business process with AI\n- User wants to map out an AI-powered system\n- User asks how to automate something using AI tools\n- User mentions n8n, Make, Zapier, or any automation platform","lionelsimai\u002Fclaude-skills-collection","lionelsimai","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F260158848?v=4","01M6CHZPS8G9TSB113TT0BBM6E","Lionel ","01M6CHZPXGW2SPE3BHQTGJ0S8J",38,"MIT","https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fai-workflow-builder\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000015","视觉设计","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53],"workflow","workflow builder","ai workflow builder","AI workflow","builder","when","design","outputs","ai automation","zapier","how to","triggers","platform","map","n8n","implementation","use","process","business","user","automate","system","how","Tools","ai tools","workflows","automation","2026-11-10 10:12:30",false,"---\nname: ai-workflow-builder\ndescription: |\n  Design AI automation workflows with clear inputs, outputs, tools, and implementation steps.\n  \n  TRIGGERS - Use this skill when:\n  - User wants to design an AI automation workflow\n  - User mentions automating a business process with AI\n  - User wants to map out an AI-powered system\n  - User asks how to automate something using AI tools\n  - User mentions n8n, Make, Zapier, or any automation platform\n---\n\n# AI Workflow Builder\n\n## Overview\n\nDesigns complete AI automation workflows from business process to implementation plan. Maps out triggers, steps, AI components, integrations, and expected outcomes.\n\n## Workflow\n\n### Step 1: Understand the Process\n\nAsk the user:\n1. **What process** do you want to automate?\n2. **Current state**: How is it done manually today?\n3. **Volume**: How often does this happen? (daily, weekly, per client)\n4. **Time spent**: How long does the manual process take?\n5. **Tools involved**: What software\u002Fplatforms are already in use?\n6. **Desired outcome**: What does \"automated\" look like?\n\n### Step 2: Map the Current Workflow\n\nDocument the as-is process:\n```\nTRIGGER → Step 1 → Step 2 → ... → OUTPUT\n```\n\nIdentify:\n- **Manual steps** (candidate for automation)\n- **Decision points** (needs AI judgment or rules)\n- **Data sources** (where information comes from)\n- **Handoff points** (where humans need to review)\n- **Bottlenecks** (where delays happen)\n\n### Step 3: Design the AI Workflow\n\nFor each step, determine:\n\n| Step | Manual Task | AI Solution | Tool\u002FPlatform | Human Review? |\n|------|------------|-------------|---------------|--------------|\n| 1 | ... | ... | ... | Yes\u002FNo |\n| 2 | ... | ... | ... | Yes\u002FNo |\n\n**AI Component Selection Guide:**\n\n| Task Type | Recommended AI Approach |\n|-----------|----------------------|\n| Text generation | LLM (Claude, GPT) |\n| Data extraction | LLM with structured output |\n| Classification | LLM or fine-tuned classifier |\n| Image processing | Vision AI (Claude, GPT-4V) |\n| Voice\u002Ftranscription | Whisper, Deepgram |\n| Data lookup | RAG or API integration |\n| Decision making | Rule engine + LLM fallback |\n| Scheduling | Calendar API + automation |\n\n### Step 4: Select Automation Platform\n\n| Platform | Best For | Complexity |\n|----------|----------|-----------|\n| **Zapier** | Simple 2-5 step workflows | Low |\n| **Make (Integromat)** | Visual complex workflows | Medium |\n| **n8n** | Self-hosted, developer-friendly | Medium-High |\n| **Custom code** | Full control, unique logic | High |\n| **LangChain\u002FCrewAI** | Multi-agent AI workflows | High |\n\n### Step 5: Build the Architecture\n\nCreate the workflow diagram:\n\n```\n[TRIGGER]\n    ↓\n[STEP 1: Input Processing]\n    → Tool: [platform\u002FAPI]\n    → AI: [model + prompt purpose]\n    → Output: [what this step produces]\n    ↓\n[STEP 2: AI Processing]\n    → Tool: [platform\u002FAPI]\n    → AI: [model + prompt purpose]\n    → Output: [what this step produces]\n    ↓\n[DECISION: Human Review Needed?]\n    → YES → [Notify human via Slack\u002Femail] → Wait for approval → Continue\n    → NO → Continue\n    ↓\n[STEP 3: Action\u002FOutput]\n    → Tool: [destination platform]\n    → Action: [what happens]\n    ↓\n[COMPLETE: Log result]\n```\n\n### Step 6: Write the Prompts\n\nFor each AI step, create:\n1. **System prompt** — role and context\n2. **Input template** — dynamic variables from previous steps\n3. **Output format** — structured JSON or specific format\n4. **Fallback** — what happens if AI fails\n\n### Step 7: Implementation Plan\n\nProvide:\n1. **Phase 1** (Week 1): Set up accounts, connect tools\n2. **Phase 2** (Week 2): Build core automation flow\n3. **Phase 3** (Week 3): Add AI components and test\n4. **Phase 4** (Week 4): Monitor, refine, go live\n\n## Output Format\n\n```markdown\n# AI Workflow: [Process Name]\n\n## Summary\n- **Process**: [what's being automated]\n- **Time saved**: [X hours\u002Fweek]\n- **Tools**: [platforms used]\n- **AI models**: [which AI and for what]\n\n## Current vs Automated\n\n| | Manual | Automated |\n|--|--------|-----------|\n| Time per task | Xm | Xm |\n| Tasks\u002Fday | X | X |\n| Error rate | X% | X% |\n| Monthly cost | $X | $X |\n\n## Workflow Architecture\n\n[Visual flow diagram using text\u002Farrows]\n\n## Step-by-Step Breakdown\n\n### Step 1: [Name]\n- **Trigger**: [what kicks this off]\n- **Input**: [data coming in]\n- **Process**: [what happens]\n- **AI prompt**: [if applicable]\n- **Output**: [what's produced]\n- **Tool**: [platform\u002Fintegration]\n\n[Repeat for each step]\n\n## Prompts & Templates\n\n### [AI Step Name] — System Prompt\n```\n[Full prompt text]\n```\n\n### [AI Step Name] — Input Template\n```\n[Template with {{variables}}]\n```\n\n## Implementation Plan\n[Phased rollout]\n\n## Monitoring & Maintenance\n- KPIs to track\n- Common failure points\n- Escalation triggers\n```\n\n## Quality Checklist\n\n- [ ] Every manual step has an automated equivalent\n- [ ] Human review points identified for critical decisions\n- [ ] AI prompts are specific with structured outputs\n- [ ] Fallback\u002Ferror handling defined for each step\n- [ ] ROI estimate included (time\u002Fmoney saved)\n- [ ] Implementation is phased and realistic\n","# AI Workflow Builder\n\n## Overview\n\nDesigns complete AI automation workflows from business process to implementation plan. Maps out triggers, steps, AI components, integrations, and expected outcomes.\n\n## Workflow\n\n### Step 1: Understand the Process\n\nAsk the user:\n1. **What process** do you want to automate?\n2. **Current state**: How is it done manually today?\n3. **Volume**: How often does this happen? (daily, weekly, per client)\n4. **Time spent**: How long does the manual process take?\n5. **Tools involved**: What software\u002Fplatforms are already in use?\n6. **Desired outcome**: What does \"automated\" look like?\n\n### Step 2: Map the Current Workflow\n\nDocument the as-is process:\n```\nTRIGGER → Step 1 → Step 2 → ... → OUTPUT\n```\n\nIdentify:\n- **Manual steps** (candidate for automation)\n- **Decision points** (needs AI judgment or rules)\n- **Data sources** (where information comes from)\n- **Handoff points** (where humans need to review)\n- **Bottlenecks** (where delays happen)\n\n### Step 3: Design the AI Workflow\n\nFor each step, determine:\n\n| Step | Manual Task | AI Solution | Tool\u002FPlatform | Human Review? |\n|------|------------|-------------|---------------|--------------|\n| 1 | ... | ... | ... | Yes\u002FNo |\n| 2 | ... | ... | ... | Yes\u002FNo |\n\n**AI Component Selection Guide:**\n\n| Task Type | Recommended AI Approach |\n|-----------|----------------------|\n| Text generation | LLM (Claude, GPT) |\n| Data extraction | LLM with structured output |\n| Classification | LLM or fine-tuned classifier |\n| Image processing | Vision AI (Claude, GPT-4V) |\n| Voice\u002Ftranscription | Whisper, Deepgram |\n| Data lookup | RAG or API integration |\n| Decision making | Rule engine + LLM fallback |\n| Scheduling | Calendar API + automation |\n\n### Step 4: Select Automation Platform\n\n| Platform | Best For | Complexity |\n|----------|----------|-----------|\n| **Zapier** | Simple 2-5 step workflows | Low |\n| **Make (Integromat)** | Visual complex workflows | Medium |\n| **n8n** | Self-hosted, developer-friendly | Medium-High |\n| **Custom code** | Full control, unique logic | High |\n| **LangChain\u002FCrewAI** | Multi-agent AI workflows | High |\n\n### Step 5: Build the Architecture\n\nCreate the workflow diagram:\n\n```\n[TRIGGER]\n    ↓\n[STEP 1: Input Processing]\n    → Tool: [platform\u002FAPI]\n    → AI: [model + prompt purpose]\n    → Output: [what this step produces]\n    ↓\n[STEP 2: AI Processing]\n    → Tool: [platform\u002FAPI]\n    → AI: [model + prompt purpose]\n    → Output: [what this step produces]\n    ↓\n[DECISION: Human Review Needed?]\n    → YES → [Notify human via Slack\u002Femail] → Wait for approval → Continue\n    → NO → Continue\n    ↓\n[STEP 3: Action\u002FOutput]\n    → Tool: [destination platform]\n    → Action: [what happens]\n    ↓\n[COMPLETE: Log result]\n```\n\n### Step 6: Write the Prompts\n\nFor each AI step, create:\n1. **System prompt** — role and context\n2. **Input template** — dynamic variables from previous steps\n3. **Output format** — structured JSON or specific format\n4. **Fallback** — what happens if AI fails\n\n### Step 7: Implementation Plan\n\nProvide:\n1. **Phase 1** (Week 1): Set up accounts, connect tools\n2. **Phase 2** (Week 2): Build core automation flow\n3. **Phase 3** (Week 3): Add AI components and test\n4. **Phase 4** (Week 4): Monitor, refine, go live\n\n## Output Format\n\n```markdown\n# AI Workflow: [Process Name]\n\n## Summary\n- **Process**: [what's being automated]\n- **Time saved**: [X hours\u002Fweek]\n- **Tools**: [platforms used]\n- **AI models**: [which AI and for what]\n\n## Current vs Automated\n\n| | Manual | Automated |\n|--|--------|-----------|\n| Time per task | Xm | Xm |\n| Tasks\u002Fday | X | X |\n| Error rate | X% | X% |\n| Monthly cost | $X | $X |\n\n## Workflow Architecture\n\n[Visual flow diagram using text\u002Farrows]\n\n## Step-by-Step Breakdown\n\n### Step 1: [Name]\n- **Trigger**: [what kicks this off]\n- **Input**: [data coming in]\n- **Process**: [what happens]\n- **AI prompt**: [if applicable]\n- **Output**: [what's produced]\n- **Tool**: [platform\u002Fintegration]\n\n[Repeat for each step]\n\n## Prompts & Templates\n\n### [AI Step Name] — System Prompt\n```\n[Full prompt text]\n```\n\n### [AI Step Name] — Input Template\n```\n[Template with {{variables}}]\n```\n\n## Implementation Plan\n[Phased rollout]\n\n## Monitoring & Maintenance\n- KPIs to track\n- Common failure points\n- Escalation triggers\n```\n\n## Quality Checklist\n\n- [ ] Every manual step has an automated equivalent\n- [ ] Human review points identified for critical decisions\n- [ ] AI prompts are specific with structured outputs\n- [ ] Fallback\u002Ferror handling defined for each step\n- [ ] ROI estimate included (time\u002Fmoney saved)\n- [ ] Implementation is phased and realistic\n",{"name":5,"description":7},"main","5c3b481f1879c5ff119dfd350987d250531a49eb","skills\u002Fai-workflow-builder",5,"https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection","https:\u002F\u002Fgithub.com\u002Flionelsimai","www.theaicapitol.com","Founder at The AI Capitol | I help founders turn AI into 10X revenue through systems, not tools. Ex-Apple • Ex-TikTok 👉 http:\u002F\u002Flionelsim.substack.com","2026-11-09 07:48:48",{"source":8,"skillName":5,"commands":69,"prompt":79,"zipAvailable":80},[70,73,76],{"tool":71,"command":72},"npx","npx skills add lionelsimai\u002Fclaude-skills-collection --skill ai-workflow-builder",{"tool":74,"command":75},"bunx","bunx skills add lionelsimai\u002Fclaude-skills-collection --skill ai-workflow-builder",{"tool":77,"command":78},"pnpm","pnpm dlx skills add lionelsimai\u002Fclaude-skills-collection --skill ai-workflow-builder","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fai-workflow-builder\u002FSKILL.md",true,[],[83,105,117,130,145,159],{"skillNo":84,"name":85,"nameZh":6,"description":86,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":87,"categories":88,"keywords":89,"publishedAt":54},"01M71E7TB5HAR0K6EXB80YXBT7","youth-work-troubleshooting-guide","Diagnose and resolve common problems a youth worker meets in youth centres, schools and outreach settings.\nTRIGGERS - Use when a youth worker needs a troubleshooting & problem solving for young people and their communities in youth centres, schools and outreach settings.","https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fyouth-work-troubleshooting-guide\u002FSKILL.md",[],[90,91,92,93,94,95,96,97,98,99,32,100,43,101,38,102,103,104],"youth work troubleshooting guide","work","troubleshooting","troubleshooting guide","guide","problem solving","for","outreach","settings","common","people","worker","diagnose","problem","communities",{"skillNo":106,"name":107,"nameZh":6,"description":108,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":109,"categories":110,"keywords":111,"publishedAt":54},"01M71E7R3YHK4RAQVCRPB4CTXN","youth-work-tools-equipment-checklist","Select, check and maintain the tools and equipment a youth worker relies on.\nTRIGGERS - Use when a youth worker needs a tools & equipment checklist for young people and their communities in youth centres, schools and outreach settings.","https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fyouth-work-tools-equipment-checklist\u002FSKILL.md",[],[112,91,113,50,32,100,43,114,101,38,115,96,104,116,97,98],"youth work tools equipment checklist","checklist","maintain","select","check",{"skillNo":118,"name":119,"nameZh":6,"description":120,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":121,"categories":122,"keywords":123,"publishedAt":54},"01M71E7NX1BMFEFBH01KCRJDEP","youth-work-supplies-procurement","Specify, source and manage the supplies and materials used in youth centres, schools and outreach settings.\nTRIGGERS - Use when a youth worker needs a supplies & procurement for young people and their communities in youth centres, schools and outreach settings.","https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fyouth-work-supplies-procurement\u002FSKILL.md",[],[124,125,91,126,127,97,98,100,43,101,38,128,129,96,104,32],"procurement","youth work supplies procurement","materials","source","specify","manage",{"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":139,"publishedAt":54},"01M71E7JVFP6P96GAT2VT9JY0D","youth-work-stakeholder-presentation","Present youth worker findings and proposals to decision-makers and stakeholders.\nTRIGGERS - Use when a youth worker needs a stakeholder presentation for young people and their communities in youth centres, schools and outreach settings.","https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fyouth-work-stakeholder-presentation\u002FSKILL.md",[136],{"categoryNo":137,"categoryName":138,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",[140,91,141,142,96,143,104,38,144,97,98,32,100,43,101],"youth work stakeholder presentation","presentation","decision","proposals","present",{"skillNo":146,"name":147,"nameZh":6,"description":148,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":149,"categories":150,"keywords":151,"publishedAt":54},"01M71E7GE5VA1RG4XEM2GAZRFY","youth-work-session-delivery","Prepare for and deliver a professional session or appointment for young people and their communities in youth centres, schools and outreach settings.\nTRIGGERS - Use when a youth worker needs a session delivery guide for young people and their communities in youth centres, schools and outreach settings.","https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fyouth-work-session-delivery\u002FSKILL.md",[],[152,153,154,91,155,98,94,156,97,32,100,43,101,38,96,157,158,104],"delivery","work session","session","youth work session delivery","prepare","professional","deliver",{"skillNo":160,"name":161,"nameZh":6,"description":162,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":163,"categories":164,"keywords":166,"publishedAt":54},"01M71E7DQSMY2ZW1BF3A1Z0VJM","youth-work-service-plan","Design a realistic, measurable service plan for young people and their communities as a youth worker.\nTRIGGERS - Use when a youth worker needs a service plan design for young people and their communities in youth centres, schools and outreach settings.","https:\u002F\u002Fgithub.com\u002Flionelsimai\u002Fclaude-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fyouth-work-service-plan\u002FSKILL.md",[165],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[91,167,168,169,96,38,101,33,170,104,98,97,100,43,32],"service","plan","youth work service plan","as"]