# NousResearch/hermes-agent · Mistral AI reasoning_effort parameter support

## Open now

- 2 issues, 1 PR open on GitHub.
- #7852: \[Feature\]: Add reasoning support for Mistral models in smart_model_routing
- #11243: \[Feature\]: Native reasoning_effort support for Mistral AI (api.mistral.ai/v1) endpoint
- PR #11390: fix(agent): add Mistral reasoning_effort support
- _Broad area: open items may be separate problems._

These items request and implement native reasoning_effort support for Mistral AI endpoints, including agent fixes and smart model routing integration.

## TL;DR

- 3 member(s): 2 open issue(s), 0 closed issue(s), 1 open PR(s), 0 merged PR(s), 0 PR(s) closed without merging.
- No fix has been merged to main; one or more PRs were attempted (see below).
- **Recommended:** review the prior/competing PR(s) below. A fix was attempted but not merged; your case may extend or revive that work.

## Maintainer resolution verdict

- Internal-tracker verdict over this cluster's issue members: `unresolved`. This is distinct from the fix status above. Weigh it yourself.

## How this cluster was grouped

- Link evidence (`STRUCTURAL_PARTIAL`): some members are connected by structural evidence (shared changed files, or a closing/superseded reference); the rest are joined by an automated relevance judgement over their text.
- Members outside that structural core may belong to a different underlying problem.
- Pairwise link density `0.45`: the share of member 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.

## Open related issues

- #7852: \[Feature\]: Add reasoning support for Mistral models in smart_model_routing
- #11243: \[Feature\]: Native reasoning_effort support for Mistral AI (api.mistral.ai/v1) endpoint

## Prior & competing PRs

- **#11390: fix(agent): add Mistral reasoning_effort support**. open
  - maintainer direction: category `implemented_elsewhere`; implication `superseded`
  - files: `run_agent.py`, `tests/run_agent/test_run_agent.py`

## Fix status

- No merged fix on record.
- Subsystem: `agent`