{"id":"a93c61e7-3367-4d35-b03f-15a6f6930074","entityType":"agent","slug":"crewai-guruvarshin-skillmapai","name":"SkillMapAI","canonicalUrl":"https://www.xpersona.co/agent/crewai-guruvarshin-skillmapai","canonicalPath":"/agent/crewai-guruvarshin-skillmapai","generatedAt":"2026-10-10T04:38:32.006Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T20:05:59.096Z","emptyReason":null},"description":"AI-powered learning roadmap generator. Type any skill, get a complete study plan with curated YouTube videos, courses, projects and quizzes. Built with CrewAI, Claude AI, Streamlit and MongoDB. 🗺️ SkillMap AI Generate a complete, personalised learning roadmap for any skill in minutes. SkillMap AI takes a skill or job role (e.g. *\"React Developer\"*, *\"Machine Learning Engineer\"*) and uses a multi-agent AI system to produce a fully structured learning plan , complete with curated resources, projects, and quizzes for every subtopic. --- What it generates For every subtopic in your roadmap: | Resource | Detail","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://github.com/Guruvarshin/SkillMapAI","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/Guruvarshin/SkillMapAI","kind":"source"}],"safetyScore":66,"overallRank":18.2,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"AI-powered learning roadmap generator. Type any skill, get a complete study plan with curated YouTube videos, courses, projects and quizzes. Built with CrewAI, "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T20:05:59.096Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"crewai","status":"self-declared"},{"label":"multi-agent","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"},{"key":"crewai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multi-agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T20:05:59.096Z","emptyReason":"No source adoption metrics were available."},"stars":0,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-09T20:05:59.087Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T20:05:59.096Z","lastCrawledAt":"2026-10-09T20:05:59.087Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-16T20:05:59.087Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-10T04:38:32.006Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-guruvarshin-skillmapai/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-10-09T20:05:59.096Z","emptyReason":null},"readme":"# 🗺️ SkillMap AI\n\n> Generate a complete, personalised learning roadmap for any skill in minutes.\n\nSkillMap AI takes a skill or job role (e.g. *\"React Developer\"*, *\"Machine Learning Engineer\"*) and uses a multi-agent AI system to produce a fully structured learning plan , complete with curated resources, projects, and quizzes for every subtopic.\n\n\n---\n\n## What it generates\n\nFor every subtopic in your roadmap:\n\n| Resource | Details |\n|---|---|\n| 📹 YouTube Videos | Best tutorial video + full course playlist |\n| 📚 Text Resource | Official docs, guides, authoritative tutorials |\n| 🎓 Free Course | Certificate courses on Coursera, edX, freeCodeCamp |\n| 💳 Paid Course | Top-rated Udemy course with real price |\n| 🔨 Mini Project | 1–3 hour hands-on project with real-world use case |\n| 🏗️ Capstone Project | Half-day project linking subtopic skills |\n| ❓ Quiz | 5 interview-ready questions (MCQ + open-ended) |\n\nFor the full roadmap:\n\n- 🚀 **Major portfolio project** , resume-worthy, with tech stack and GitHub structure\n- 🗓️ **Realistic timeline** , weekly schedule based on your level\n- 💰 **Budget breakdown** , free path ($0) and paid path with itemised costs\n- 🎓 **Final quiz** , 10 comprehensive questions across the whole roadmap\n\n---\n\n## Tech Stack\n\n| Layer | Technology |\n|---|---|\n| UI | Streamlit |\n| AI Orchestration | CrewAI Flows |\n| LLM (reasoning) | Claude Sonnet 4.5 , roadmap structure, projects |\n| LLM (mechanical) | Claude Haiku 4.5 , quizzes, timeline, assembly |\n| Video Search | YouTube Data API v3 |\n| Web Search | Tavily Search API |\n| Database | MongoDB Atlas |\n| Auth | bcrypt (custom) |\n| Deployment | Streamlit Cloud |\n\n---\n\n## Architecture\n\n```\nStage 1 , Architect Agent (Claude Sonnet)\n    └── Builds topic tree: 5-8 topics × 2-5 subtopics\n\nStage 2 , Parallel Workers\n    ├── Video Hunter     → YouTube API per subtopic\n    ├── Course Curator   → Tavily search per subtopic\n    ├── Project Designer → LLM per topic batch\n    ├── Quiz Generator   → LLM per topic batch\n    └── Timeline/Budget  → LLM single call\n\nStage 3 , Python Assembler\n    └── Merges all data → Pydantic validation → MongoDB\n```\n\n---\n\n## Getting Started\n\n### Prerequisites\n\n- Python 3.12\n- API keys for: Anthropic, YouTube Data API v3, Tavily, MongoDB Atlas\n\n### Local Setup\n\n```bash\ngit clone https://github.com/YOUR_USERNAME/skillmap-ai.git\ncd skillmap-ai\n\npy -3.12 -m venv venv\nvenv\\Scripts\\activate        # Windows\n# source venv/bin/activate   # Mac/Linux\n\npip install -r requirements.txt\n\ncp .env.example .env\n# Fill in your API keys in .env\n\nstreamlit run app.py\n```\n\n### Environment Variables\n\n```env\nANTHROPIC_API_KEY=sk-ant-...\nYOUTUBE_API_KEY=AIza...\nTAVILY_API_KEY=tvly-...\nMONGODB_URI=mongodb+srv://...\nCREWAI_TRACING_ENABLED=false\n```\n\n> Get keys: [Anthropic](https://console.anthropic.com) · [Google Cloud](https://console.cloud.google.com) · [Tavily](https://tavily.com) · [MongoDB Atlas](https://cloud.mongodb.com)\n\n---\n\n## Deploy to Streamlit Cloud\n\n1. Push this repo to GitHub\n2. Go to [share.streamlit.io](https://share.streamlit.io) → **New app**\n3. Select this repo, branch `main`, file `app.py`\n4. Add your API keys under **Advanced settings → Secrets**\n5. Click **Deploy**\n\n---\n\n## Features\n\n- 🔐 **Auth** , Register / login with bcrypt-hashed passwords\n- 📋 **Dashboard** , All your roadmaps with progress bars\n- ✅ **Progress tracking** , Check off subtopics, scores saved per quiz\n- 💾 **Persistent** , All data stored in MongoDB, survives page refreshes\n- 📱 **Responsive** , Works on desktop and tablet\n\n---\n\n## License\n\nMIT\n","readmeExcerpt":"🗺️ SkillMap AI Generate a complete, personalised learning roadmap for any skill in minutes. SkillMap AI takes a skill or job role (e.g. *\"React Developer\"*, *\"Machine Learning Engineer\"*) and uses a multi-agent AI system to produce a fully structured learning plan , complete with curated resources, projects, and quizzes for every subtopic. --- What it generates For every subtopic in your roadmap: | Resource | Detail","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"Stage 1 , Architect Agent (Claude Sonnet)\n    └── Builds topic tree: 5-8 topics × 2-5 subtopics\n\nStage 2 , Parallel Workers\n    ├── Video Hunter     → YouTube API per subtopic\n    ├── Course Curator   → Tavily search per subtopic\n    ├── Project Designer → LLM per topic batch\n    ├── Quiz Generator   → LLM per topic batch\n    └── Timeline/Budget  → LLM single call\n\nStage 3 , Python Assembler\n    └── Merges all data → Pydantic validation → MongoDB"},{"language":"bash","snippet":"git clone https://github.com/YOUR_USERNAME/skillmap-ai.git\ncd skillmap-ai\n\npy -3.12 -m venv venv\nvenv\\Scripts\\activate        # Windows\n# source venv/bin/activate   # Mac/Linux\n\npip install -r requirements.txt\n\ncp .env.example .env\n# Fill in your API keys in .env\n\nstreamlit run app.py"},{"language":"env","snippet":"ANTHROPIC_API_KEY=sk-ant-...\nYOUTUBE_API_KEY=AIza...\nTAVILY_API_KEY=tvly-...\nMONGODB_URI=mongodb+srv://...\nCREWAI_TRACING_ENABLED=false"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"AI-powered learning roadmap generator. Type any skill, get a complete study plan with curated YouTube videos, courses, projects and quizzes. Built with CrewAI, Claude AI, Streamlit and MongoDB. 🗺️ SkillMap AI Generate a complete, personalised learning roadmap for any skill in minutes. SkillMap AI takes a skill or job role (e.g. *\"React Developer\"*, *\"Machine Learning Engineer\"*) and uses a multi-agent AI system to produce a fully structured learning plan , complete with curated resources, projects, and quizzes for every subtopic. --- What it generates For every subtopic in your roadmap: | Resource | Detail","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":377,"uniquenessScore":69,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T20:05:59.096Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T20:05:59.096Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T04:38:32.006Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}