Skill audit report
Companion code for the book "Mastering Social Media Mining with Python"
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO76
564 GitHub stars
Stars/forks activity
INFO77
564 stars, 264 forks; issue activity unavailable in current metadata
Recent maintenance
FAIL22
4y since push
License clarity
WARN42
Unknown
README/SKILL.md completeness
INFO74
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS82
network or browser surface
Install availability
PASS92
npx skills add bonzanini/Book-SocialMediaMiningPython
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO72
filesystem or document access, network or browser access
Repository evidence
PASS86
https://github.com/bonzanini/Book-SocialMediaMiningPython
Review status
PASS88
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add bonzanini/Book-SocialMediaMiningPython
Repository
88
https://github.com/bonzanini/Book-SocialMediaMiningPython
License
45
Unknown
Maintenance
20
4y since push
AI review
88
Approved with no listed issues
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
72
filesystem or document access, network or browser access
Stars/forks activity
77
564 stars, 264 forks; issue activity unavailable in current metadata
Adoption
88
564 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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