Skill audit report
ai-assist-discovery Audit report.
Deep research and analysis workflow for codebases, technologies, domains, ideas, or data. Produces structured documentation with analytical frameworks, confidence-graded findings, and cited sources. Use when evaluating technologies, investigating domains, assessing feasibility, or analyzing codebases in depth.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
88 GitHub stars
Stars/forks activity
WARN48
88 stars, 12 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
Pushed today
License clarity
WARN42
Unknown
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS82
network or browser surface
Install availability
PASS92
npx skills add jparkerweb/ai-assist-skills --skill ai-assist-discovery
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN60
filesystem or document access, network or browser access
Repository evidence
PASS86
https://github.com/jparkerweb/ai-assist-skills/tree/main/skills/ai-assist-discovery
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add jparkerweb/ai-assist-skills --skill ai-assist-discovery
Repository
88
https://github.com/jparkerweb/ai-assist-skills/tree/main/skills/ai-assist-discovery
License
45
Unknown
Maintenance
100
Pushed today
AI review
55
Repository license is unknown, which may create ambiguity about usage rights.
README/SKILL.md completeness
84
Usable description available
Dependency risk
82
network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
60
filesystem or document access, network or browser access
Stars/forks activity
48
88 stars, 12 forks; issue activity unavailable in current metadata
Adoption
68
88 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
- License is unclear
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- Repository license is unknown, which may create ambiguity about usage rights.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: filesystem or document access, network or browser access
- GitHub adoption: 88 GitHub stars
- Stars/forks activity: 88 stars, 12 forks; issue activity unavailable in current metadata
- License clarity: Unknown
- Permission surface: filesystem or document access, network or browser access
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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