ClaudeClimb

A multi-agent career guidance system powered by Anthropic's Claude models

Watch the demo video

ClaudeClimb empowers all college students—especially those from under-resourced or under-represented communities—to:

• Discover degree requirements & resources
  Gain equitable access to clear, up-to-date academic pathways, tutoring, advising, and campus support services.
• Capture personal preferences (MBTI, priorities, goals)
  Ensure each student's unique strengths, values, and aspirations are heard and centered.
• Receive tailored career recommendations
  Connect students to meaningful, sustainable career paths that align with both their skills and the needs of society.
• Generate step-by-step development plans
  Provide actionable roadmaps—including coursework, internships, skills workshops, and well-being check-ins—to help every student thrive.

🚀 Features

• Web Search Agent (/api/websearch)
  • Fetches degree requirements, advising resources, internship opportunities, notable faculty, and campus labs
  • Caches results in a shared singleton state store
• Preference Agent (/api/mbti, /api/priorities, /api/goals-interests, /api/profile)
  • Stores student profile (name, college, major, grade, gender)
  • Captures MBTI on a 0–100 scale (50 = neutral), maps to labels (e.g. Extraverted vs Introverted)
  • Records career priorities and goals/interests
• Reasoning Agent (/api/career-reasoning)
  • Analyzes full profile + web search data
  • Recommends 4–5 careers with match scores (0–100)
  • Returns JSON-structured reasoning for each recommendation
• Planning Agent (/api/career-plan)
  • Takes chosen career path + profile data
  • Generates a personalized roadmap:
    • Coursework
    • Extracurriculars & research
    • Internships & work experiences
    • Skills development
    • Networking & campus resources
    • Work-Life Balance
• FastAPI Backend
  • Single main.py mounts four routers under /api
  • CORS enabled for front-end at http://localhost:3000
  • Health check at GET /api/health
• StateStore (state_store.py)
  • Singleton holding all application state
  • Default MBTI midpoint of 50 for each dimension

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