[email protected]andClaude Opus 4.6 45a2f590e5 fix(engine): add state hint on code errors + retrieval engine integration ...

When code fails with NameError/UnboundLocalError (model trying to
access variables from a previous step), the error output now includes:

  [HINT] Variables don't persist between code blocks. Use the `state`
  dict to access data from previous steps. Available keys: ["web_search",
  "last_return"]

This teaches the model to use `state["web_search"]` instead of `result`
after a NameError, reducing wasted steps from 3-4 to 1.

Also integrates RetrievalEngine into context building and ThreadManager:
- build_step_context() now accepts optional RetrievalEngine to inject
  relevant memory docs (Lessons, Specs, Playbooks) into LLM context
- RetrievalEngine uses keyword matching with doc-type priority scoring
- Memory docs from reflection (Phase 4) now feed back into future threads

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>

2026-03-23 00:02:07 -07:00

..

ironclaw_engine

fix(engine): add state hint on code errors + retrieval engine integration

2026-03-23 00:02:07 -07:00

ironclaw_safety

fix(safety): escape tool output XML content and remove misleading sanitized attr (#1067)

2026-03-21 20:51:03 -07:00