# NousResearch/hermes-agent · Tool selection diagnostics missing from debug logs

## Open now

- 1 issue, 1 PR open on GitHub.
- #50721: \[Bug\]: tool selection diagnostics are not captured in debug logs
- PR #50724: fix(tools): log tool selection diagnostics

These issues and fixes address a gap where tool selection diagnostics were not being captured or mirrored in debug logs. The work involves routing that diagnostic information into the debug logging output.

## TL;DR

- 3 member(s): 1 open issue(s), 0 closed issue(s), 1 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evidence (`STRUCTURAL_SPANNING`): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.
- Pairwise link density `0.67`: 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

- #50721: \[Bug\]: tool selection diagnostics are not captured in debug logs

## Prior & competing PRs

- **#50724: fix(tools): log tool selection diagnostics**. open
  - maintainer direction: category `uncategorized`; implication `needs_llm`
  - files: `model_tools.py`, `tests/test_get_tool_definitions_cache_isolation.py`
- **#50861: fix(agent): mirror tool-selection diagnostics to debug logs**. closed without merge
  - maintainer direction: category `duplicate_of`; implication `duplicate`; refs `#50724`

## Fix status

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