| name | provider-session-quota-operations |
| version | 1.0.0 |
| category | ai |
| description | Class-level provider/session operations for Codex, Codex, Gemini, Hermes, quotas, audit exporters, readiness dispatch, and utilization scorecards. |
| tags | ["providers","sessions","quota","audit"] |
Provider Session Quota Operations
When to Use
Use when auditing provider session logs, routing work based on readiness/quota, creating utilization scorecards, or recovering provider-specific review capacity.
Class-Level Workflow
- Bootstrap paths/exporters and classify provider artifacts before deriving metrics.
- Distinguish quota/readiness dispatch from session-corpus learning transfer.
- Keep utilization scorecards computable and evidence-backed.
- Use provider-specific recovery notes for Gemini/Codex/Codex only as subcases under this broader workflow.
Consolidated Session Learnings
The references/ directory contains archived narrow skills absorbed during the 2026-04-29 umbrella consolidation pass. Use the subsections below as the class-level index, then open the named reference when a case-specific recipe is needed.
Absorbed Narrow Skills (2026-04-29)