Skill audit report
web-researcher Audit report.
Deep web research with source citation. Summarizes findings privately. Finds, evaluates, and synthesizes information from the web, delivering accurate, well-sourced answers. Use when the user wants to research a topic, find information online, or compare technologies.
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
60 GitHub stars
Stars/forks activity
WARN53
60 stars, 53 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS82
network or browser surface
Install availability
PASS92
npx skills add zeroclaw-labs/zeroclaw-skills --skill web-researcher
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
network or browser access
Repository evidence
PASS86
https://github.com/zeroclaw-labs/zeroclaw-skills/tree/master/skills/web-researcher
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 zeroclaw-labs/zeroclaw-skills --skill web-researcher
Repository
88
https://github.com/zeroclaw-labs/zeroclaw-skills/tree/master/skills/web-researcher
License
86
MIT
Maintenance
88
1mo since push
AI review
55
The SKILL.md does not explicitly state that content fetched from the web must be treated as untrusted data, which is a useful safeguard against prompt-injection-style manipulation of the research agent.
README/SKILL.md completeness
86
Usable description available
Dependency risk
82
network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
86
network or browser access
Stars/forks activity
53
60 stars, 53 forks; issue activity unavailable in current metadata
Adoption
68
60 GitHub stars
Warnings
- The SKILL.md does not explicitly state that content fetched from the web must be treated as untrusted data, which is a useful safeguard against prompt-injection-style manipulation of the research agent.
- No concrete example or walkthrough is included, so it is slightly harder for a new user to understand expected input/output behavior beyond the template.
- Quality score needs review
- GitHub adoption: 60 GitHub stars
- Stars/forks activity: 60 stars, 53 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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