Files
optimclaw/docs/plans
[email protected]andClaude Opus 4.6 88d1c16d67 docs: add self-improving engine design plan
Designs a system where the engine debugs and improves itself, based on
the pattern observed in the last session: 5 consecutive bug fixes all
followed trace → read → identify → edit → test, using tools the engine
already has access to.

Three levels of self-improvement:
- Level 1 (Prompt): edit prompts/*.md to prevent LLM mistakes. Auto-apply.
- Level 2 (Config): adjust defaults/mappings. Branch + test + PR.
- Level 3 (Code): Rust patches for engine bugs. Branch + test + clippy + PR.

Architecture: Self-improvement Mission spawns a Reflection thread that
reads traces, reads source, proposes fixes, validates via cargo test,
and either auto-applies (Level 1) or creates a PR (Level 2-3).

Includes: fix pattern database (seeded from our 8 debugging session
fixes), feedback loop diagram, safety model, implementation phases
(A through D), and what exists vs what's new.

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
2026-03-23 16:02:10 -07:00
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