# Calibration item readiness

Judges: A calibration note and execution count. Questions: noul:ready\_for\_review - has it completed 3 or more executions since last calibration. Action: Ready items go into the quarterly review list.

Grade: X — Not a typed-decision job: needs written output, plain rules or lookups would do it, or needs raw image or audio. Also marks ideas that must not be built.. Score: 2.7.

Vertical: Cross-industry.

Function: Agents & dev.

Status: Idea.

Volume: occasional.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: check-fit.

- [Vertical](/verticals/cross_industry/)
- [Function](/functions/agents_dev/)
- [Security alert categorization system](/use-cases/security-alert-categorization-system/)
- [Cross-domain: sensitive-data leak guard on LLM prompts](/use-cases/cross-domain-sensitive-data-leak-guard-on-llm-prompts/)
- [Phishing triage](/use-cases/phishing-triage/)
- [Keystroke-level sensitive-text guard](/use-cases/keystroke-level-sensitive-text-guard/)
- [Confidential message detector](/use-cases/confidential-message-detector/)
- [PII in free text](/use-cases/pii-in-free-text/)