Tool preview

Prompt Hardening Checker

Reviews prompt structure for common injection and policy bypass patterns, then returns deterministic hardening guidance. This preview uses local static checks only.

Status: In Development (Preview) | Target window: 3 months

Analyze Prompt Pair

Actions

Detected Risk Signals

0

Overall Risk

Pending

Policy Boundary Score

0

Recommended Priority

Pending

Hardening Report

Risk Findings

  • No findings yet. Run hardening check to generate report.

Recommended Prompt Changes

  • No recommendations yet.

Safer Prompt Template (Preview)

Run analysis to generate hardened template.

AI-assisted analysis is informational and should be reviewed by a human operator.

Month 1

Preview checker foundation

Finalize deterministic pattern checks, reporting format, and suggested remediation language.

Month 2

Coverage and scoring depth

Expand detection heuristics, confidence weighting, and stricter policy boundary evaluation.

Month 3

Production integration prep

Prepare policy profile integration points, QA scenarios, and rollout checklist for deployment.

Current Scope

  • Preview mode only; no external LLM calls are made from this tool.
  • No user prompt data is persisted by this page.
  • Output supports operator review and does not guarantee complete prompt safety.