Skill audit report
Recommends the single best public expert, thinker, operator, or creator to reason through a user's problem and produces either a prompt suffix or a Sub Agent agent.md/system prompt for that expert lens. Use when the user asks for celebrity casting, expert casting, a famous person to solve a problem, a named-person thinking framework, or a subagent/persona/system prompt based on a public figure.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
FAIL30
20 GitHub stars
Stars/forks activity
FAIL32
20 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
5d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO72
credential or environment access
Install availability
PASS92
npx skills add AIDiscovery007/qc-skills --skill qc-expert-casting
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO74
secrets or environment access
Repository evidence
PASS86
https://github.com/AIDiscovery007/qc-skills/tree/main/skills/incubating/qc-expert-casting
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add AIDiscovery007/qc-skills --skill qc-expert-casting
Repository
88
https://github.com/AIDiscovery007/qc-skills/tree/main/skills/incubating/qc-expert-casting
License
86
MIT
Maintenance
100
5d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Usable description available
Dependency risk
72
credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
74
secrets or environment access
Stars/forks activity
32
20 stars, 0 forks; issue activity unavailable in current metadata
Adoption
42
20 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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