{"repo":"NousResearch/hermes-agent","public_id":"112848","display_label":"Auxiliary LLM usage missing from usage-file ledger","summary":"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.","subsystem":null,"counts":{"members":3,"open_issues":0,"open_issues_distinct":0,"open_prs":0,"closed_issues":1,"merged_prs":1,"attempt_prs":1},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":113119,"merged_at":"2026-09-17T00:03:27+00:00"},"resolution":{"state":"resolved","by":"pr-113119"},"freshness":{"state":"verified","last_verified_at":"2026-09-17T00:03:27+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.6666666666666666},"fix_edges":[{"issue_number":112848,"pr_number":113119,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-09-17T00:03:27+00:00"}],"members":[{"kind":"issue","number":112848,"title":"`--usage-file` pipeline ledger omits auxiliary LLM usage recorded in `session_model_usage` — intended, or should it be included like the Insights page?","url":null,"state":"closed"},{"kind":"pr","number":112852,"title":"fix(cli): include auxiliary usage in oneshot ledger","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#112848","number":112848},{"kind":"pr","value":"#2","number":2}],"category":"uncategorized","implication":"needs_llm"},"merged":false},{"kind":"pr","number":113119,"title":"fix(oneshot): --usage-file ledger reports auxiliary LLM spend (#112848, salvage #112852)","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["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"]}],"trust":{"default_tier":"verified","includes_suggested":false}}