[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6J4144SDVB6HTGCAFBP353Z":3,"skill-same:01M6J4144SDVB6HTGCAFBP353Z":84},{"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":23,"publishedAt":40,"linkOnly":41,"markdownContent":42,"markdownBody":43,"frontMatter":44,"refName":48,"commitSha":49,"skillDirectory":50,"forksCount":51,"repositoryHtmlUrl":52,"repositoryHomepageUrl":53,"ownerHtmlUrl":54,"ownerBlogUrl":6,"ownerDescription":55,"updatedAt":56,"install":57,"resources":70},"01M6J4144SDVB6HTGCAFBP353Z","many-chat-automation",null,"Automate ManyChat tasks via Rube MCP (Composio): chatbot flows, subscribers, broadcasts, and messenger automation. Always search tools first for current schemas.","onfire7777\u002Funiversal-ai-skills-library","onfire7777","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F240866566?v=4","01M6HZJCF2QEW8DY7HE1JDKGK2","Jake B","01M6HZJCKK8SEXKN76V9SGKZ12",17,"MIT","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fmany-chat-automation\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39],"automation","many chat automation","chat","MCP","tasks","search","Tools","first","automate","composio","chatbot","via","flows","broadcasts","messenger","for","2026-11-10 10:12:30",false,"---\nname: many-chat-automation\ndescription: \"Automate ManyChat tasks via Rube MCP (Composio): chatbot flows, subscribers, broadcasts, and messenger automation. Always search tools first for current schemas.\"\nrequires:\n  mcp: [rube]\n---\n\n# ManyChat Automation via Rube MCP\n\nAutomate ManyChat operations through Composio's ManyChat toolkit via Rube MCP.\n\n**Toolkit docs**: [composio.dev\u002Ftoolkits\u002Fmany_chat](https:\u002F\u002Fcomposio.dev\u002Ftoolkits\u002Fmany_chat)\n\n## Prerequisites\n\n- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)\n- Active ManyChat connection via `RUBE_MANAGE_CONNECTIONS` with toolkit `many_chat`\n- Always call `RUBE_SEARCH_TOOLS` first to get current tool schemas\n\n## Setup\n\n**Get Rube MCP**: Add `https:\u002F\u002Frube.app\u002Fmcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.\n\n1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds\n2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `many_chat`\n3. If connection is not ACTIVE, follow the returned auth link to complete setup\n4. Confirm connection status shows ACTIVE before running any workflows\n\n## Tool Discovery\n\nAlways discover available tools before executing workflows:\n\n```\nRUBE_SEARCH_TOOLS: queries=[{\"use_case\": \"chatbot flows, subscribers, broadcasts, and messenger automation\", \"known_fields\": \"\"}]\n```\n\nThis returns:\n- Available tool slugs for ManyChat\n- Recommended execution plan steps\n- Known pitfalls and edge cases\n- Input schemas for each tool\n\n## Core Workflows\n\n### 1. Discover Available ManyChat Tools\n\n```\nRUBE_SEARCH_TOOLS:\n  queries:\n    - use_case: \"list all available ManyChat tools and capabilities\"\n```\n\nReview the returned tools, their descriptions, and input schemas before proceeding.\n\n### 2. Execute ManyChat Operations\n\nAfter discovering tools, execute them via:\n\n```\nRUBE_MULTI_EXECUTE_TOOL:\n  tools:\n    - tool_slug: \"\u003Cdiscovered_tool_slug>\"\n      arguments: {\u003Cschema-compliant arguments>}\n  memory: {}\n  sync_response_to_workbench: false\n```\n\n### 3. Multi-Step Workflows\n\nFor complex workflows involving multiple ManyChat operations:\n\n1. Search for all relevant tools: `RUBE_SEARCH_TOOLS` with specific use case\n2. Execute prerequisite steps first (e.g., fetch before update)\n3. Pass data between steps using tool responses\n4. Use `RUBE_REMOTE_WORKBENCH` for bulk operations or data processing\n\n## Common Patterns\n\n### Search Before Action\nAlways search for existing resources before creating new ones to avoid duplicates.\n\n### Pagination\nMany list operations support pagination. Check responses for `next_cursor` or `page_token` and continue fetching until exhausted.\n\n### Error Handling\n- Check tool responses for errors before proceeding\n- If a tool fails, verify the connection is still ACTIVE\n- Re-authenticate via `RUBE_MANAGE_CONNECTIONS` if connection expired\n\n### Batch Operations\nFor bulk operations, use `RUBE_REMOTE_WORKBENCH` with `run_composio_tool()` in a loop with `ThreadPoolExecutor` for parallel execution.\n\n## Known Pitfalls\n\n- **Always search tools first**: Tool schemas and available operations may change. Never hardcode tool slugs without first discovering them via `RUBE_SEARCH_TOOLS`.\n- **Check connection status**: Ensure the ManyChat connection is ACTIVE before executing any tools. Expired OAuth tokens require re-authentication.\n- **Respect rate limits**: If you receive rate limit errors, reduce request frequency and implement backoff.\n- **Validate schemas**: Always pass strictly schema-compliant arguments. Use `RUBE_GET_TOOL_SCHEMAS` to load full input schemas when `schemaRef` is returned instead of `input_schema`.\n\n## Quick Reference\n\n| Operation | Approach |\n|-----------|----------|\n| Find tools | `RUBE_SEARCH_TOOLS` with ManyChat-specific use case |\n| Connect | `RUBE_MANAGE_CONNECTIONS` with toolkit `many_chat` |\n| Execute | `RUBE_MULTI_EXECUTE_TOOL` with discovered tool slugs |\n| Bulk ops | `RUBE_REMOTE_WORKBENCH` with `run_composio_tool()` |\n| Full schema | `RUBE_GET_TOOL_SCHEMAS` for tools with `schemaRef` |\n\n> **Toolkit docs**: [composio.dev\u002Ftoolkits\u002Fmany_chat](https:\u002F\u002Fcomposio.dev\u002Ftoolkits\u002Fmany_chat)\n","# ManyChat Automation via Rube MCP\n\nAutomate ManyChat operations through Composio's ManyChat toolkit via Rube MCP.\n\n**Toolkit docs**: [composio.dev\u002Ftoolkits\u002Fmany_chat](https:\u002F\u002Fcomposio.dev\u002Ftoolkits\u002Fmany_chat)\n\n## Prerequisites\n\n- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)\n- Active ManyChat connection via `RUBE_MANAGE_CONNECTIONS` with toolkit `many_chat`\n- Always call `RUBE_SEARCH_TOOLS` first to get current tool schemas\n\n## Setup\n\n**Get Rube MCP**: Add `https:\u002F\u002Frube.app\u002Fmcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.\n\n1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds\n2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `many_chat`\n3. If connection is not ACTIVE, follow the returned auth link to complete setup\n4. Confirm connection status shows ACTIVE before running any workflows\n\n## Tool Discovery\n\nAlways discover available tools before executing workflows:\n\n```\nRUBE_SEARCH_TOOLS: queries=[{\"use_case\": \"chatbot flows, subscribers, broadcasts, and messenger automation\", \"known_fields\": \"\"}]\n```\n\nThis returns:\n- Available tool slugs for ManyChat\n- Recommended execution plan steps\n- Known pitfalls and edge cases\n- Input schemas for each tool\n\n## Core Workflows\n\n### 1. Discover Available ManyChat Tools\n\n```\nRUBE_SEARCH_TOOLS:\n  queries:\n    - use_case: \"list all available ManyChat tools and capabilities\"\n```\n\nReview the returned tools, their descriptions, and input schemas before proceeding.\n\n### 2. Execute ManyChat Operations\n\nAfter discovering tools, execute them via:\n\n```\nRUBE_MULTI_EXECUTE_TOOL:\n  tools:\n    - tool_slug: \"\u003Cdiscovered_tool_slug>\"\n      arguments: {\u003Cschema-compliant arguments>}\n  memory: {}\n  sync_response_to_workbench: false\n```\n\n### 3. Multi-Step Workflows\n\nFor complex workflows involving multiple ManyChat operations:\n\n1. Search for all relevant tools: `RUBE_SEARCH_TOOLS` with specific use case\n2. Execute prerequisite steps first (e.g., fetch before update)\n3. Pass data between steps using tool responses\n4. Use `RUBE_REMOTE_WORKBENCH` for bulk operations or data processing\n\n## Common Patterns\n\n### Search Before Action\nAlways search for existing resources before creating new ones to avoid duplicates.\n\n### Pagination\nMany list operations support pagination. Check responses for `next_cursor` or `page_token` and continue fetching until exhausted.\n\n### Error Handling\n- Check tool responses for errors before proceeding\n- If a tool fails, verify the connection is still ACTIVE\n- Re-authenticate via `RUBE_MANAGE_CONNECTIONS` if connection expired\n\n### Batch Operations\nFor bulk operations, use `RUBE_REMOTE_WORKBENCH` with `run_composio_tool()` in a loop with `ThreadPoolExecutor` for parallel execution.\n\n## Known Pitfalls\n\n- **Always search tools first**: Tool schemas and available operations may change. Never hardcode tool slugs without first discovering them via `RUBE_SEARCH_TOOLS`.\n- **Check connection status**: Ensure the ManyChat connection is ACTIVE before executing any tools. Expired OAuth tokens require re-authentication.\n- **Respect rate limits**: If you receive rate limit errors, reduce request frequency and implement backoff.\n- **Validate schemas**: Always pass strictly schema-compliant arguments. Use `RUBE_GET_TOOL_SCHEMAS` to load full input schemas when `schemaRef` is returned instead of `input_schema`.\n\n## Quick Reference\n\n| Operation | Approach |\n|-----------|----------|\n| Find tools | `RUBE_SEARCH_TOOLS` with ManyChat-specific use case |\n| Connect | `RUBE_MANAGE_CONNECTIONS` with toolkit `many_chat` |\n| Execute | `RUBE_MULTI_EXECUTE_TOOL` with discovered tool slugs |\n| Bulk ops | `RUBE_REMOTE_WORKBENCH` with `run_composio_tool()` |\n| Full schema | `RUBE_GET_TOOL_SCHEMAS` for tools with `schemaRef` |\n\n> **Toolkit docs**: [composio.dev\u002Ftoolkits\u002Fmany_chat](https:\u002F\u002Fcomposio.dev\u002Ftoolkits\u002Fmany_chat)\n",{"name":5,"requires":45,"description":7},{"mcp":46},[47],"rube","main","2a76bf42ce5c860adf8d0f3fcf3f6804109ac65b","skills\u002Fmany-chat-automation",0,"https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fwiki","https:\u002F\u002Fgithub.com\u002Fonfire7777","trying to create something actually useful","2026-09-11 13:25:26",{"source":8,"skillName":5,"commands":58,"prompt":68,"zipAvailable":69},[59,62,65],{"tool":60,"command":61},"npx","npx skills add onfire7777\u002Funiversal-ai-skills-library --skill many-chat-automation",{"tool":63,"command":64},"bunx","bunx skills add onfire7777\u002Funiversal-ai-skills-library --skill many-chat-automation",{"tool":66,"command":67},"pnpm","pnpm dlx skills add onfire7777\u002Funiversal-ai-skills-library --skill many-chat-automation","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fmany-chat-automation\u002FSKILL.md",true,[71,77,80],{"path":72,"resourceType":73,"resourceTypeDesc":74,"sizeBytes":75,"sourceHtmlUrl":76},".openskills.json","REFERENCE","参考文档",259,"https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fmany-chat-automation\u002F.openskills.json",{"path":78,"resourceType":73,"resourceTypeDesc":74,"sizeBytes":75,"sourceHtmlUrl":79},"references\u002Fmerged-from-many_chat-automation-.openskills.json","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fmany-chat-automation\u002Freferences\u002Fmerged-from-many_chat-automation-.openskills.json",{"path":81,"resourceType":73,"resourceTypeDesc":74,"sizeBytes":82,"sourceHtmlUrl":83},"references\u002Fmerged-from-many_chat-automation.md",3145,"https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fmany-chat-automation\u002Freferences\u002Fmerged-from-many_chat-automation.md",[85,103,112,122,143,159],{"skillNo":86,"name":87,"nameZh":6,"description":88,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":89,"categories":90,"keywords":100,"publishedAt":40},"01M6J7MPK8ZE9VQJR4KK6ZMZJQ","zyte-api-automation","Automate Zyte API tasks via Rube MCP (Composio). Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fzyte-api-automation\u002FSKILL.md",[91,94,95],{"categoryNo":92,"categoryName":93,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":96,"categoryName":97,"taxonomyType":98,"taxonomyTypeDesc":99},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[24,101,102,39,27,35,33,32,31,30,29,28],"api","zyte api automation",{"skillNo":104,"name":105,"nameZh":6,"description":106,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":107,"categories":108,"keywords":110,"publishedAt":40},"01M6J7MK45K2ZZ0EWTP1N6SZ7F","zylvie-automation","Automate Zylvie tasks via Rube MCP (Composio). Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fzylvie-automation\u002FSKILL.md",[109],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[24,111,27,28,39,35,33,32,31,30,29],"zylvie automation",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":119,"publishedAt":40},"01M6J7MGDCVZ3YCXGEAPR5V3MS","zoominfo-automation","Automate Zoominfo tasks via Rube MCP (Composio). Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fzoominfo-automation\u002FSKILL.md",[118],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[120,121,24,32,33,30,35,28,39,29,27,31],"zoominfo","zoominfo automation",{"skillNo":123,"name":124,"nameZh":6,"description":125,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":126,"categories":127,"keywords":129,"publishedAt":40},"01M6J7MDK48N09B7C6H9TCPY9A","zoom-out","Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fzoom-out\u002FSKILL.md",[128],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[130,131,132,133,134,135,136,137,138,139,140,141,142],"zoom out","zoom","perspective","code","re","you","with","understand","it","use","context","how","true",{"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":150,"publishedAt":40},"01M6J7MAD47Q9A55AK3EXS914H","zoho-mail-automation","Automate Zoho Mail tasks via Rube MCP (Composio): email sending, folders, labels, and mailbox management. Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fzoho-mail-automation\u002FSKILL.md",[149],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[151,152,153,154,24,155,29,28,27,30,156,39,35,157,33,158,32,31],"mail","zoho mail automation","zoho","zoho mail","email","labels","mailbox","management",{"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":169,"publishedAt":40},"01M6J7M76HTWPP8TRWWCDS42NB","zoho-invoice-automation","Automate Zoho Invoice tasks via Rube MCP (Composio): invoices, estimates, expenses, clients, and payment tracking. Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fonfire7777\u002Funiversal-ai-skills-library\u002Fblob\u002Fmain\u002Fskills\u002Fzoho-invoice-automation\u002FSKILL.md",[165,166],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":167,"categoryName":168,"taxonomyType":98,"taxonomyTypeDesc":99},"01JBSEEDCAT000000000000040","财务",[170,24,153,171,27,35,39,172,173,174,33,175,176,32,31,30,29,28],"invoice","zoho invoice automation","invoices","expenses","clients","payment","tracking"]