high-risk-review
Activation gate (anti-noise)
Activate if:
- •Security/auth/crypto, infra, permissions, data loss, performance hot paths.
- •Uncertain or time-sensitive facts.
- •User asks to “zweryfikuj / upewnij się”.
Procedure
- •Draft solution.
- •Identify 3–5 highest-impact claims/assumptions.
- •Verify independently:
- •Repo evidence (if applicable)
- •Minimal test commands
- •Web research (authoritative sources)
- •Revise solution and mark remaining uncertainties.
Output
- •Final recommendation + explicit verification steps.