Skill audit report
Use this skill for scientific literature search, evidence retrieval, paper metadata screening, and cited research synthesis with Sciverse. This LazyLLM-adapted version supports SciverseSearch search, meta_search, meta_catalog, and get_content only; it does not assume full Sciverse MCP resource or attachment APIs are available.
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
77 GitHub stars
Stars/forks activity
WARN48
77 stars, 49 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
18d since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO64
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add LazyAGI/LazyMind --skill sciverse-paper-search
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN46
secrets or environment access, filesystem or document access
Repository evidence
PASS86
https://github.com/LazyAGI/LazyMind/tree/main/skills/search/sciverse-paper-search
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add LazyAGI/LazyMind --skill sciverse-paper-search
Repository
88
https://github.com/LazyAGI/LazyMind/tree/main/skills/search/sciverse-paper-search
License
86
Apache-2.0
Maintenance
100
18d since push
AI review
55
No explicit instruction to treat retrieved paper snippets/content as untrusted data and ignore any instructions embedded in search results.
README/SKILL.md completeness
86
Usable description available
Dependency risk
64
credential or environment access, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
46
secrets or environment access, filesystem or document access
Stars/forks activity
48
77 stars, 49 forks; issue activity unavailable in current metadata
Adoption
68
77 GitHub stars
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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