AI CONTEXT MANAGEMENT CLI
STACK: Python
PROBLEM
AI coding agents are powerful but organizationally blind. They don't know your repo structure, your service boundaries, or where documentation lives. So they do the only thing they can, grep and read everything until something relevant shows up.
SOLUTION
A CLI for managing and serving organizational context to AI agents. Repos link in as submodules, creating a single source of truth across services. Agents and engineers get on-demand context at the org level instead of searching repo by repo.
DEEP DIVE
Built a CLI that gives Claude and other AI agents on-demand access to centralized documentation across repos and services without exhausting context windows, enabling teams to link repos as submodules into a single documentation hub. Also created a Claude Code Skills marketplace for the Capital One Travel engineering org, giving engineers a centralized way to discover and share AI-powered developer tools.
HIGHLIGHTS
◆Built and in active use across the team
◆Adopted by teammates, demoing across the org
◆Claude Code Skills marketplace for Travel engineering
◆Centralized AI tooling discovery and sharing