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.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
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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