bgpt-paper-search Eval
======================

Status: failed
Score: 73/100
Risk: high
Decision: do_not_auto_install
Policy: block
Reason: Permission surface: secrets or environment access, shell or command execution

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

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Potentially useful, but at least one trust signal needs human inspection.
- WARN Audit score: Needs review
- WARN Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- PASS License clarity: MIT
- FAIL Permission surface: secrets or environment access, shell or command execution

Warnings:
- Trust score: Potentially useful, but at least one trust signal needs human inspection.
- Audit score: Needs review
- Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- High-risk permission hints: Shell or command execution, Secrets or environment access
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- 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.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review

Validation plan:
1. Inspect repository, README/SKILL.md, license, and recent commits before production use.
2. Install in an isolated workspace or sandbox with no production secrets available.
3. Run the smallest representative task and record files touched, commands run, network access, and outputs.
4. Compare the selected skill against at least one alternative when the eval status is review or failed.
5. Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when:
- teams that need a vendor-supported SLA
- production agents without a repository review
- 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.
- High-risk permission hints: Shell or command execution, Secrets or environment access
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- SKILL.md does not instruct the agent to treat fetched paper content as untrusted data, leaving a potential prompt-injection risk from paper text.

URLs:
- Skill: https://www.openagentskill.com/skills/k-dense-ai-bgpt-paper-search
- Audit: https://www.openagentskill.com/skills/k-dense-ai-bgpt-paper-search/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=k-dense-ai-bgpt-paper-search