[deep-report] agenticworkflows logs run schema lacks a token-usage field, causing multiple reports to show 0 average token usage #60412

Description: The Detection Analysis Report (#60352, 442 runs / 24h window) reported average token usage as exactly 0 for both detection-enabled and regular run groups. This is not an isolated report bug: independently querying agenticworkflows logs live during this DeepReport cycle confirmed the run-metadata JSON schema it returns has no token/cost field at all — the available keys are action_minutes, actor, agent, branch, classification, created_at, display_title, duration, engine, engine_id, event, event_name, head_sha, logs_path, number, organization, ref, repository, run_attempt, run_id, sha, started_at, status, updated_at, url, workflow_name, workflow_path. Any report script that aggregates "average token usage" from this run list (rather than fetching per-run detail from logs_path) will always compute 0. This is distinct from the already-tracked chronic Daily Performance Summary 90-day-window instability issue (different symptom: metric swings, not universal zero).

Expected Impact: Fixes a systemic telemetry gap affecting every fleet-analytics report that surfaces token usage (Detection Analysis Report and likely others using the same logs summary schema), restoring a metric currently silently useless across the board.

Suggested Agent: coding agent with access to the agenticworkflows/gh-aw logs tooling; needs to determine whether token counts are tracked per-run elsewhere (e.g. only reachable via logs_path detail fetch) and either add it to the summary schema returned by logs, or fix report scripts to pull it from the correct source.

Estimated Effort: 2-4 hours (schema/tooling fix, not per-report patch).

Data Source: Detection Analysis Report discussion #60352, cross-verified live against agenticworkflows logs output during this cycle.

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Generated by 🔬 Deep Report · claude · agent · 466.3 AIC · ⌖ 9.9 AIC · ⊞ 12.8K · ◷

• expires on Sep 14, 2026, 4:52 AM UTC-08:00