# NousResearch/hermes-agent · Adaptive/automatic reasoning effort routing feature

## Open now

- 1 issue, 0 PRs open on GitHub.
- #40306: \[Feature\]: Auto reasoning mode (ChatGPT-style)

These members all propose adding a mode that automatically selects or adjusts reasoning effort based on task complexity, similar to ChatGPT's adaptive behavior. The requests span a feature implementation and two feature requests around the same concept.

## TL;DR

- 3 member(s): 1 open issue(s), 1 closed issue(s), 0 open PR(s), 0 merged PR(s), 1 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evidence (`STRUCTURAL_PARTIAL`): some members are connected by structural evidence (shared changed files, or a closing/superseded reference); the rest are joined by an automated relevance judgement over their text.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

- #40306: \[Feature\]: Auto reasoning mode (ChatGPT-style)

## Closed / duplicate issues

- #13663: \[Feature Request\] Smart reasoning_effort routing based on task complexity

## Prior & competing PRs

- **#58305: feat(agent): add adaptive reasoning effort mode**. closed without merge
  - maintainer direction: category `duplicate_of`; implication `duplicate`; refs `#82578`

## Fix status

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