prompt-check

prompt-check is an Agent security & guardrails skill for AI agents, published by mega-edo in the mega-security repository on GitHub. Skillspace rates prompt-check F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Lightweight security check for a single chat system prompt (no agent loop, no tools, no RAG). Runs 100 attack tests across 4 attack types (prompt injection, jailbreak, PII disclosure, system prompt leak) as the held-out scoring set, plus a parallel tuning set of 100 used only by the optimizer. The attacks ship with the tool as a vetted set — each one previously got past or barely held against a capable baseline AI, so meaningful differences between models actually surface. Plus 16+16 legitimate-use tests for over-blocking detection. Writes MEGA_PROMPT_CHECK.md with block rate per attack type, failure examples, and weakness analysis.

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
32

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
67 / 100
Maturity
Structured: ships references or scripts
Security scan
High-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • prompt-injection: ignore-previous
  • references sensitive credential env
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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