Audit Provider Health

Command: audit-provider-health

Inputs

• providers – comma-separated provider IDs (optional, defaults to all).
• window – lookback window (7d, 30d, quarter).
• metrics – success | latency | credits | quality (single or multi-select).
• include-incidents – true/false to append incident log details.
• format – dashboard | memo | csv.

Workflow

1. Data Pull – aggregate success logs, latency metrics, credit usage, and quality flags.
2. Benchmarking – compare against SLA targets, cost thresholds, and historical averages.
3. Incident Review – attach outages, compliance issues, or ticket history (if requested).
4. Recommendation Engine – flag providers for scale-up, optimization, or pause.
5. Packaging – compile memo/dashboard plus Jira-ready action list.

Outputs

• Provider scorecard per vendor with KPIs and SLA deltas.
• Optimization recommendations (route changes, contract updates, new tests).
• Incident appendix with remediation owners and due dates.

Agent/Skill Invocations

• provider-ops-lead – owns analysis + recommendations.
• data-quality-steward – confirms quality/compliance findings.
• signal-integrator – ensures logging/telemetry coverage.
• provider-scorecard skill – standardizes scorecard layout.
• waterfall-blueprint skill – updates workflows based on findings.