NousResearch/hermes-agent

Fix reasoning-only stops leaking chain-of-thought text

Cluster 114082. Data as of

Nothing open on GitHub. Fix merged in #133729 on 6 Oct 2026. Check it covers your case.

The short answer

0open issues
0open PRs
3items grouped
Known?
Yes. 3 related items grouped here, 1 issue already closed.
Fix event
A fix was merged to main in PR #133729. Check it covers your case. No release data is tracked.
Tracker
The maintainers' tracker marks this unresolved. That is separate from the fix event.
Still open
Nothing open on GitHub.

These items address a bug where a reasoning model that stops with empty content incorrectly exposes its internal chain-of-thought as the final reply. The fix prevents that private reasoning channel from being promoted verbatim into the user-facing response.

Open issues0

No open issues.

Open PRs0

No open pull requests.

Fixes on record

Merged to main. A stamp counts the issues a fix is linked to.

  • #133729 fix(agent): a reasoning model's private chain-of-thought is no longer shown as the reply when it stops with empty content (#114082, salvage #112833)

    merged to main

    files: agent/agent_init.py, agent/reasoning_promotion.py, agent/turn_empty_response.py, agent/turn_failure_copy.py, agent/turn_final_response.py, tests/agent/test_empty_terminal_reasoning_surface.py, tests/agent/test_reasoning_only_stop_persistence.py, tests/agent/test_run_agent.py, website/docs/user-guide/configuring-models.md

1 PR closed without merging

From the close comments: superseded by another PR 1

  • #114085 fix(agent): recover corrupted reasoning-only stops · superseded by another PR → #133729, #111761, #114082
Closed issues · 1
  • Closed#114082[Bug]: Reasoning-only "clean stop" promotes the reasoning channel verbatim into the final response — degenerate reasoning reaches the user as garbled text
How this cluster was grouped
  • Link evidence (structural links throughout): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.
  • Pairwise link density 0.67: the share of item pairs that carry a link, counting a structural link in full and a relevance-only link at 0.36. 1.00 means every pair is linked.

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At a glance

Merged PRs
#133729
Closed issues
1
Attempts
1 PR closed without merging
Fix link checked
6 Oct 2026

For your agent

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