Skill audit report

bgpt-paper-search Audit report.

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.

BLOCKED · BLOCKNeeds reviewGenerated Oct 21, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

38K GitHub stars

Stars/forks activity

PASS

38K stars, 3.6K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

FAIL

command execution surface, credential or environment access

Install availability

PASS

npx skills add K-Dense-AI/scientific-agent-skills --skill bgpt-paper-search

Install command safety

PASS

standard package or runtime install path

Permission surface

FAIL

secrets or environment access, shell or command execution

Repository evidence

PASS

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/bgpt-paper-search

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 12 Needs review

Install path

PASS

npx skills add K-Dense-AI/scientific-agent-skills --skill bgpt-paper-search

Repository

PASS

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/bgpt-paper-search

License

PASS

MIT

Maintenance

PASS

2mo since push

AI review

CHECK

SKILL.md does not warn users that search queries will be sent to the external bgpt.pro service or advise against submitting sensitive, proprietary, or personal data.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

FIX

command execution surface, credential or environment access

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

secrets or environment access, shell or command execution

Stars/forks activity

PASS

38K stars, 3.6K forks; issue activity unavailable in current metadata

Adoption

PASS

38K GitHub stars

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
SKILL.md does not warn users that search queries will be sent to the external bgpt.pro service or advise against submitting sensitive, proprietary, or personal data.
SKILL.md does not instruct the agent to treat fetched paper content as untrusted data, leaving a potential prompt-injection risk from paper text.
The skill lacks an explicit limitations and safety section, does not enumerate the 25+ returned fields, and does not include a concrete example of a search_papers call or response.
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
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.

Install path

Review the report before installing into production agents.

$ npx skills add K-Dense-AI/scientific-agent-skills --skill bgpt-paper-search

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: block
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 80/100
Quality: 89/100
Trust: 69/100
Install safety: 92/100
Permission surface: 24/100
Maintenance: 2mo since push
Events: 25 events
GitHub stars: 38K
Last push: Aug 30, 2026

Agent safety v2

40/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Metadata combines secrets access with shell or command execution
High-risk permission hints: Shell or command execution, Secrets or environment access

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Secrets or environment access

high

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Shell or command execution, Secrets or environment access
Dependency or permission surface needs review

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