{"id":"a175415e-171c-442a-9dea-39c6abae9daf","slug":"crewai-raiigauravv-skillforge-ai","name":"SkillForge-AI","description":"🚀 SkillForge-AI: An AI-powered career intelligence platform for personalized skill recommendations, salary predictions, and career planning. Built with FastAPI, CrewAI, MongoDB, and advanced machine learning models. Delivers actionable insights using multi-agent orchestration and real-world market data. For educational and demonstration purposes.","canonicalUrl":"https://www.xpersona.co/skill/crewai-raiigauravv-skillforge-ai","sourceUrl":"https://github.com/raiigauravv/SkillForge-AI","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"raiigauravv","label":"Raiigauravv","url":"https://github.com/raiigauravv/SkillForge-AI"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-02-25T05:07:05.014Z","freshnessLabel":"Feb 25, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Feb 25, 2026"},{"label":"Vendor","value":"Raiigauravv"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Raiigauravv","href":"https://github.com/raiigauravv/SkillForge-AI","sourceUrl":"https://github.com/raiigauravv/SkillForge-AI","sourceType":"profile","confidence":"medium","observedAt":"2026-02-25T05:07:06.317Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/crewai-raiigauravv-skillforge-ai/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-raiigauravv-skillforge-ai/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-02-25T05:07:06.317Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/crewai-raiigauravv-skillforge-ai/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-raiigauravv-skillforge-ai/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"SkillForge-AI","description":"🚀 SkillForge-AI: An AI-powered career intelligence platform for personalized skill recommendations, salary predictions, and career planning. Built with FastAPI, CrewAI, MongoDB, and advanced machine learning models. Delivers actionable insights using multi-agent orchestration and real-world market data. For educational and demonstration purposes.","source":"GITHUB_REPOS","sourceId":"crewai:1034095149","repository":"https://github.com/raiigauravv/SkillForge-AI","documentation":"https://www.xpersona.co/skill/crewai-raiigauravv-skillforge-ai/agent/crewai-raiigauravv-skillforge-ai","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/raiigauravv/SkillForge-AI.git","ecosystem":"git"},"examples":[{"kind":"example","language":"text","snippet":"┌─────────────────────────────────────────────────────────────────────────────────────────┐\n│                              SKILLFORGE AI - OPTIMIZED ARCHITECTURE                        │\n│                                  Current Working Implementation                             │\n│                                      (Version 2.0)                                        │\n└─────────────────────────────────────────────────────────────────────────────────────────┘\n\n┌─────────────────────────────────────────────────────────────────────────────────────────┐\n│                                   🌐 PRESENTATION LAYER                                    │\n├─────────────────────────────────────────────────────────────────────────────────────────┤\n│  📱 Web Interface (Responsive Design)                                                     │\n│  ├── 🏠 Main Dashboard (index.html)                                                       │\n│  │   ├── Workflow Creation & Management                                                   │\n│  │   ├── Real-time Agent Interactions                                                     │\n│  │   ├── Follow-up Conversation System ✨ NEW                                            │\n│  │   └── Career Intelligence Integration                                                   │\n│  ├── � Analytics Dashboard (index_analytics.html)                                        │\n│  │   ├── ML-powered Career Insights                                                       │\n│  │   ├── Salary Prediction Engine                                                         │\n│  │   └── Job Market Analysis                                                               │\n│  └── 🎨 Optimized Static Assets                                                           │\n│      ├── style.css (Modern, responsive UI)                                                │\n│      ├── script.js (Enhanced with follow-up functionality)                                │\n│      └── analytics.css + ana"},{"kind":"example","language":"text","snippet":"### 🎯 **Key Implementation Highlights:**\n\n1. **✅ Active Components:**\n   - FastAPI application with 5 route modules\n   - MongoDB with 4 collections (workflows, agents, crews, analytics)\n   - CrewAI multi-agent system (3 agents: Analysis, Workflow, Execution)\n   - Career Intelligence Engine with ML models (721 lines of code)\n   - Frontend with multi-tab interface and analytics dashboard\n\n2. **🤖 AI Orchestration:**\n   - Sequential task processing (Analysis → Design → Execution → Monitoring)\n   - Memory-enabled agents with delegation capabilities\n   - Real-time workflow execution and monitoring\n\n3. **📊 Analytics & ML:**\n   - Gradient Boosting for salary prediction\n   - Random Forest for career path classification\n   - Business intelligence with market trends and benchmarks\n\n4. **💾 Data Architecture:**\n   - MongoDB async operations with connection pooling\n   - Structured collections for workflows, agents, crews, and analytics\n   - Index optimization and schema validation\n\n### 🔬 **Machine Learning Models Deep Dive**\n\n**1. Salary Predictor - Gradient Boosting Regressor**"}]}}