Skill audit report
Use when the user wants to test their LLM/agent application for safety and security vulnerabilities — jailbreaks, prompt injection, PII extraction, harmful content generation, or evaluator gaming. Also use when the user mentions security testing, adversarial testing, red teaming, safety evaluation, ASR (Attack Success Rate), or "is my app safe to deploy." Outputs ASR paired with over-refusal rate and an audit document.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO76
816 GitHub stars
Stars/forks activity
INFO71
816 stars, 65 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO64
command execution surface, database surface
Install availability
PASS92
npx skills add agentscope-ai/OpenJudge --skill redteam
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN50
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/agentscope-ai/OpenJudge/tree/main/skills/eval_pipeline/07-redteam
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add agentscope-ai/OpenJudge --skill redteam
Repository
88
https://github.com/agentscope-ai/OpenJudge/tree/main/skills/eval_pipeline/07-redteam
License
86
Apache-2.0
Maintenance
88
1mo since push
AI review
55
The script assumes a specific JSONL schema for attack and over-refusal rows; while documented, it could be more flexible or provide validation errors for malformed input.
README/SKILL.md completeness
86
Usable description available
Dependency risk
64
command execution surface, database surface
Install command safety
92
standard package or runtime install path
Permission surface
50
shell or command execution, filesystem or document access
Stars/forks activity
71
816 stars, 65 forks; issue activity unavailable in current metadata
Adoption
88
816 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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