# NousResearch/hermes-agent · Normalize dict-shaped usage across providers

## Open now

- Nothing open on GitHub.

These issues and PRs address a bug where dict-shaped usage objects from various providers are silently mishandled in normalize_usage(), causing values to default to zero instead of being read correctly. The work involves fixing and consolidating normalization logic to handle multiple provider wire shapes.

## 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 #85769. Verify it addresses your case.
- **Recommended:** read PR #85769 (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-85769`. 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evidence (`STRUCTURAL_SPANNING`): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.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

- #74314: codex: dict-shaped usage silently normalizes to zero (getattr on a mapping)

## Prior & competing PRs

- **#85769: fix(usage): normalize every provider cache/usage wire shape in normalize_usage (5-PR consolidation)**. merged to main · fix tier `verified`
  - maintainer direction: category `merged`
  - files: `agent/usage_pricing.py`, `contributors/emails/[redacted:email]`, `tests/agent/test_usage_pricing.py`
- **#74338: fix(codex): support dict-shaped usage in normalize_usage()**. closed without merge
  - maintainer direction: category `duplicate_of`; implication `duplicate`; refs `#64384`

## Fix status

- Merged to main in PR #85769 (cited above). No release data is tracked. Verify downstream.
- Fix last verified (merged) `2026-08-14`.
- Subsystem: `agent`