Skill audit report
viral-title Audit report.
Generate high-potential viral title candidates for content across WeChat public account articles, X/Twitter posts, YouTube videos, Bilibili videos, and similar content platforms. Use when the user needs headline/title ideation, batch title generation, platform-specific title adaptation, title-library reuse, title selection, title scoring, or a reusable title workflow based on universal formulas plus separated platform methods such as 公众号, X, YouTube, and B站.
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
INFO76
568 GitHub stars
Stars/forks activity
INFO71
568 stars, 94 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
WARN42
Unknown
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN54
command execution surface, credential or environment access
Install availability
PASS92
npx skills add kangarooking/kangarooking-skills --skill viral-title
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL36
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/kangarooking/kangarooking-skills/tree/main/viral-title
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 kangarooking/kangarooking-skills --skill viral-title
Repository
88
https://github.com/kangarooking/kangarooking-skills/tree/main/viral-title
License
45
Unknown
Maintenance
88
2mo since push
AI review
55
No LICENSE file or license metadata is present in the submitted skill directory, and GitHub reports the repository license as Unknown, so reuse terms are unclear.
README/SKILL.md completeness
86
Usable description available
Dependency risk
54
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
36
secrets or environment access, shell or command execution
Stars/forks activity
71
568 stars, 94 forks; issue activity unavailable in current metadata
Adoption
88
568 GitHub stars
Warnings
- License is unclear
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- No LICENSE file or license metadata is present in the submitted skill directory, and GitHub reports the repository license as Unknown, so reuse terms are unclear.
- The SKILL.md references Python scripts and reference files that are not fully visible in the review excerpt, so users cannot audit or verify setup from SKILL.md alone.
- Setup and dependencies are not documented: there is no Python version, requirements list, or install step, which may cause the skill to fail on first use if scripts require non-standard packages.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- License clarity: Unknown
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
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.