Provider Utilization Scorecard

Use this when the goal is to operationalize weekly credit utilization across Codex, Codex, and Gemini instead of just giving static advice.

Canonical inputs

• Quota latest snapshot: config/ai-tools/agent-quota-latest.json
• Quota history log: ~/.agent-usage/weekly-log.jsonl
• Provider activity logs: logs/orchestrator/{Codex,codex,hermes,gemini}/session_*.jsonl
• Provider session audit: analysis/provider-session-ecosystem-audit.json
• Human-readable report: docs/reports/provider-utilization-weekly.md
• Machine-refresh wrapper log: logs/quality/provider-utilization-refresh-*.log

Canonical commands

Refresh quota + utilization artifacts:

bash scripts/cron/provider-utilization-refresh.sh