Skill audit report
academic-research Audit report.
Search academic papers, scholarly articles, and research publications through SandBase. Use when asked for literature review, academic citations, scholarly research, paper discovery, or scientific evidence gathering.
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
INFO62
107 GitHub stars
Stars/forks activity
WARN51
107 stars, 8 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
Apache-2.0
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 sandbaseai/sandbase-skills --skill academic-research
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO74
network or browser access, database access
Repository evidence
PASS86
https://github.com/sandbaseai/sandbase-skills/tree/main/research/academic-research
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 sandbaseai/sandbase-skills --skill academic-research
Repository
88
https://github.com/sandbaseai/sandbase-skills/tree/main/research/academic-research
License
86
Apache-2.0
Maintenance
88
1mo since push
AI review
55
SKILL.md does not explicitly mention that access to the SandBase service is required, which may cause confusion if the agent lacks credentials or API access.
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
74
network or browser access, database access
Stars/forks activity
51
107 stars, 8 forks; issue activity unavailable in current metadata
Adoption
68
107 GitHub stars
Warnings
- SKILL.md does not explicitly mention that access to the SandBase service is required, which may cause confusion if the agent lacks credentials or API access.
- The skill does not provide guidance on handling rate limits or errors from the SandBase API.
- Quality score needs review
- Stars/forks activity: 107 stars, 8 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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