Skill audit report
yt-retention Audit report.
Read a YouTube Studio audience-retention export and find where viewers actually leave, then say what to change. Use for "why do people stop watching", "my retention is bad", a pasted retention chart or CSV, or "fix my pacing".
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
FAIL30
23 GitHub stars
Stars/forks activity
FAIL32
23 stars, 4 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
27d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO72
command execution surface
Install availability
PASS92
npx skills add Jakeschincariol/youtube-agent-skill --skill yt-retention
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO62
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/Jakeschincariol/youtube-agent-skill/tree/main/skills/yt-retention
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 Jakeschincariol/youtube-agent-skill --skill yt-retention
Repository
88
https://github.com/Jakeschincariol/youtube-agent-skill/tree/main/skills/yt-retention
License
86
MIT
Maintenance
100
27d since push
AI review
55
The script optionally imports a module from a sibling directory (yt-edit) when --transcript is used, but this dependency is not documented in SKILL.md.
README/SKILL.md completeness
84
Usable description available
Dependency risk
72
command execution surface
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, filesystem or document access
Stars/forks activity
32
23 stars, 4 forks; issue activity unavailable in current metadata
Adoption
42
23 GitHub stars
Warnings
- The script optionally imports a module from a sibling directory (yt-edit) when --transcript is used, but this dependency is not documented in SKILL.md.
- The CSV parsing assumes a specific format (two numeric columns) and may not handle all YouTube Studio export variations without adjustment.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 23 GitHub stars
- Stars/forks activity: 23 stars, 4 forks; issue activity unavailable in current metadata
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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