[email protected]andClaude Opus 4.6 51e1bf5533 fix(engine): include tool results in code step output for LLM context ...

The LLM was ignoring tool results and answering from training data
because the compact output metadata didn't include what tools returned.
Tool results lived only as ActionResult messages (role: Tool) which
some providers flatten or the model ignores.

Now the code step output includes:
- stdout from Python print() statements
- [tool_name result] with the actual output (truncated to 4K per tool)
- [tool_name error] for failed tools
- [return] for the code's return value
- Total output truncated to 8K chars to prevent context bloat

This ensures the model sees web_search results, API responses, etc.
in the next iteration and can reason about them instead of hallucinating.

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

2026-03-22 21:25:48 -07:00

..

ironclaw_engine

fix(engine): include tool results in code step output for LLM context

2026-03-22 21:25:48 -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