{"repo":"NousResearch/hermes-agent","public_id":"14686","display_label":"Normalize token usage fields across provider formats","summary":"These issues and PRs address inconsistent token usage field names returned by OpenAI-compatible local servers and other providers, adding fallback handling for Anthropic-style keys (input_tokens/output_tokens) throughout usage normalization logic.","subsystem":"agent","counts":{"members":5,"open_issues":0,"open_issues_distinct":0,"open_prs":1,"closed_issues":1,"merged_prs":1,"attempt_prs":3},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":85769,"merged_at":"2026-08-14T05:09:38+00:00"},"resolution":{"state":"resolved","by":"pr-85769"},"freshness":{"state":"verified","last_verified_at":"2026-08-14T05:09:38+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.4},"fix_edges":[{"issue_number":14686,"pr_number":85769,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-08-14T05:09:38+00:00"},{"issue_number":70543,"pr_number":85769,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-08-14T05:09:38+00:00"},{"issue_number":74314,"pr_number":85769,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-08-14T05:09:38+00:00"},{"issue_number":82831,"pr_number":85769,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-08-14T05:09:38+00:00"},{"issue_number":85706,"pr_number":85769,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-08-14T05:09:38+00:00"}],"members":[{"kind":"issue","number":14686,"title":"Context progress bar stays at 0% with OpenAI-compat local servers (mlx_vlm)","url":null,"state":"closed"},{"kind":"pr","number":14698,"title":"fix(agent): fallback to input_tokens/output_tokens for OpenAI-compat local servers","url":null,"state":"closed","close_reason":{"category":"uncategorized","implication":"needs_llm"},"merged":false,"is_fix_pr":true,"fix_tier":"suggested","fix_detail_withheld":true},{"kind":"pr","number":14860,"title":"fix(usage): fall back to Anthropic token names for OpenAI-compat servers","url":null,"state":"open","close_reason":{"refs":[{"kind":"pr","value":"#14698","number":14698},{"kind":"pr","value":"#14686","number":14686}],"category":"duplicate_of","implication":"duplicate"},"merged":false},{"kind":"pr","number":52571,"title":"fix(agent): fallback to Anthropic-style token fields in normalize_usage","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"9e482e370e","number":0},{"kind":"pr","value":"#85769","number":85769}],"category":"merged_via","implication":"superseded"},"merged":false},{"kind":"pr","number":85769,"title":"fix(usage): normalize every provider cache/usage wire shape in normalize_usage (5-PR consolidation)","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/usage_pricing.py","contributors/emails/[redacted:email]","tests/agent/test_usage_pricing.py"]}],"trust":{"default_tier":"verified","includes_suggested":false}}