Foundry

The forge that forges itself.

Foundry is a self-writing meta-extension for OpenClaw that learns how you work, researches documentation, and upgrades itself to match your patterns.

• Observes your workflows (goal → tools → outcome)
• Researches docs + writes extensions/skills/hooks
• Crystallizes patterns into tools (8 calls → 1 command)
• Extends itself via foundry_extend_self

The Overseer runs hourly — auto-crystallizing high-value patterns (5+ uses, 70%+ success), pruning stale ones, tracking tool fitness.

Based on: Self-Improving Coding Agent (arXiv:2504.15228), HexMachina, ADAS (ICLR 2025)

$FDRY on Solana | Open source: github.com/lekt9/openclaw-foundry