Production AI Maintainer Issue Generator

Maintainer issue generator

Turn a scan result into a constructive maintainer path.

Generate a polite GitHub issue that helps a project publish clearer PSF evidence and points to concrete files maintainers can add or improve.

Public GitHub repository URLProject nameContext

D1 Input boundaryScope, allowed sources, abuse controls, and prompt injection boundaries.D2 Output validationContracts, schemas, refusals, confidence thresholds, and failure paths.D3 Data stewardshipClassification, minimisation, retention, redaction, and vendor data access.D4 ObservabilityTraces, evals, incidents, drift, operational review, and production metrics.D5 Deployment controlVersioning, release gates, canaries, rollbacks, and reproducibility.D6 Human oversightAutonomy limits, approvals, escalations, overrides, and audit trails.D7 Security postureTool permissions, secrets, agent threat testing, and integration risk.D8 Ecosystem resilienceProvider fallbacks, dependency inventory, portability, and degraded modes.

Preview

GitHub issue body

## Production AI readiness evidence request

This repository appears to contain an AI or agentic system. The Production AI Institute Agent Readiness Index looks for visible evidence that production controls exist across the Production Safety Framework (PSF).

This issue is not a certification request and not a claim that the project is unsafe. It is a maintainer-friendly checklist for making production-readiness evidence easier to inspect.

Repository: Add repository URL
Project: Add project name

### Suggested evidence to add

- [ ] D2 Output validation: Contracts, schemas, refusals, confidence thresholds, and failure paths.
- [ ] D4 Observability: Traces, evals, incidents, drift, operational review, and production metrics.
- [ ] D6 Human oversight: Autonomy limits, approvals, escalations, overrides, and audit trails.
- [ ] D8 Ecosystem resilience: Provider fallbacks, dependency inventory, portability, and degraded modes.

### Helpful files or folders

- `docs/production-ai-readiness.md`
- `docs/evals/`
- `docs/autonomy-matrix.md`
- `docs/output-validation.md`
- `docs/incident-response.md`
- `docs/provider-fallbacks.md`

### Suggested next step

Use the PSF Evidence Pack Builder to generate a starter pack:
https://www.productionai.institute/agent-readiness/evidence-pack

Then run the Agent Readiness Index:
https://www.productionai.institute/agent-readiness

### Context

Adding visible PSF evidence helps users understand what controls exist before production deployment.