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

1. Draft solution.
2. Identify 3–5 highest-impact claims/assumptions.
3. Verify independently:
   • Repo evidence (if applicable)
   • Minimal test commands
   • Web research (authoritative sources)
4. Revise solution and mark remaining uncertainties.

Output

• Final recommendation + explicit verification steps.