mirror of
https://github.com/NousResearch/hermes-agent.git
synced 2026-06-11 08:42:11 +00:00
aaccaada28
Interleaved-thinking turns (adaptive thinking, Claude 4.6+/Opus 4.8) emit
content blocks like:
thinking_1(signed) tool_use_1 thinking_2(signed) tool_use_2
Anthropic signs each thinking block against the turn content preceding it
at its position. normalize_response split the turn into two parallel lists
(reasoning_details + tool_calls), discarding cross-type order, and
_convert_assistant_message rebuilt it as [all thinking][text][all tool_use].
That moved thinking_2 ahead of tool_use_1, invalidating its signature, so
Anthropic rejected the latest assistant message with HTTP 400:
messages.N.content.M: `thinking` or `redacted_thinking` blocks in the
latest assistant message cannot be modified.
Observed repeatedly in agent.conversation_loop against api.anthropic.com /
claude-opus-4-8, recurring across sessions on multi-thinking-block turns.
Fix: carry a verbatim, order-preserving copy of the turn's content blocks
(anthropic_content_blocks) end-to-end - capture in normalize_response,
persist/restore through state.db, and replay unchanged for the latest
assistant message. Gated to turns that actually interleave signed thinking
with tool_use, so normal turns are unaffected.
Adds 3 regression tests including a SQLite round-trip covering the
crash-recovery reload path.
|
||
|---|---|---|
| .. | ||
| __init__.py | ||
| anthropic.py | ||
| base.py | ||
| bedrock.py | ||
| chat_completions.py | ||
| codex.py | ||
| codex_app_server.py | ||
| codex_app_server_session.py | ||
| codex_event_projector.py | ||
| hermes_tools_mcp_server.py | ||
| types.py | ||