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project-onboard

Zero-Costdiscovery

Get oriented in the codebase, understand the skill taxonomy, and load the instruction index for a new work session.

Use when starting a new work session, exploring what this codebase does, understanding the skill taxonomy, or getting oriented in mcp-ai-agent-guidelines for the first time.

Triggers: “what does this project do”, “explore the codebase”, “orient me”, “what skills are available”, “first time here”

  1. Loads project structure overview
  2. Presents the instruction index (all 20 tools with descriptions)
  3. Explains the skill taxonomy (18 domains, 102 skills)
  4. Shows verification workflow (verify_matrix.py)
  5. Highlights gated skills and their feature flags
  • graph-visualize with skill-graph / chain-graph — explore skill topology
  • agent-workspace with list — browse source files
  • agent-session with list or fetch — inspect session artifacts
  • agent-snapshot with status — confirm codebase baseline
{
"request": "I'm new to this project. Give me an overview."
}

Output: Structured orientation document covering project purpose, available tools, skill domains, build commands, and suggested first steps.