# NousResearch/hermes-agent · Auxiliary LLM usage missing from usage-file ledger

## Open now

- Nothing open on GitHub.

A bug was identified where auxiliary LLM spend tracked in session_model_usage was omitted from --usage-file ledger output. Related fixes and a question about whether this omission was intentional are grouped here.

## TL;DR

- 3 member(s): 0 open issue(s), 1 closed issue(s), 0 open PR(s), 1 merged PR(s), 1 PR(s) closed without merging.
- A fix was merged to main in PR #113119. Verify it addresses your case.
- **Recommended:** read PR #113119 (and any competing PRs below) before filing. Confirm the merged change covers your symptom.

## Maintainer resolution verdict

- Internal-tracker verdict over this cluster's issue members: `resolved` · deciding PR(s): `pr-113119`. 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evidence (`STRUCTURAL_SPANNING`): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.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.

## Closed / duplicate issues

- #112848: \`--usage-file\` pipeline ledger omits auxiliary LLM usage recorded in \`session_model_usage\` — intended, or should it be included like the Insights page?

## Prior & competing PRs

- **#113119: fix(oneshot): --usage-file ledger reports auxiliary LLM spend (#112848, salvage #112852)**. merged to main · fix tier `verified`
  - maintainer direction: category `merged`
  - files: `agent/title_generator.py`, `hermes_cli/oneshot.py`, `hermes_state_usage.py`, `tests/hermes_cli/test_oneshot_usage_file.py`, `website/docs/reference/cli-commands.md`
- **#112852: fix(cli): include auxiliary usage in oneshot ledger**. closed without merge
  - maintainer direction: category `uncategorized`; implication `needs_llm`; refs `#112848`, `#2`

## Fix status

- Merged to main in PR #113119 (cited above). No release data is tracked. Verify downstream.
- Fix last verified (merged) `2026-09-17`.