Maintainer issue generator
Turn a weak scan into a constructive maintainer path. Generate a polite GitHub issue that helps a project publish better PSF evidence. This gives maintainers an avenue to improve instead of feeling judged by a benchmark.
Public GitHub repository URL Project name Context
D1 Input boundary Scope, allowed sources, abuse controls, and prompt injection boundaries. D2 Output validation Contracts, schemas, refusals, confidence thresholds, and failure paths. D3 Data stewardship Classification, minimisation, retention, redaction, and vendor data access. D4 Observability Traces, evals, incidents, drift, operational review, and production metrics. D5 Deployment control Versioning, release gates, canaries, rollbacks, and reproducibility. D6 Human oversight Autonomy limits, approvals, escalations, overrides, and audit trails. D7 Security posture Tool permissions, secrets, agent threat testing, and integration risk. D8 Ecosystem resilience Provider fallbacks, dependency inventory, portability, and degraded modes.
Open GitHub issue Copy issue text
## 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.