literature-live-session-pipeline Eval
=====================================

Status: failed
Score: 67/100
Risk: high
Decision: do_not_auto_install
Policy: block
Reason: Permission surface: secrets or environment access, shell or command execution

Install:
npx skills add Given-Dream/sciencedirect-live-session-fetcher --skill literature-live-session-pipeline

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
- Permission surface may require sandboxing
- The skill relies on PowerShell scripts, which are Windows-specific; no cross-platform alternatives are provided.
- The skill does not explicitly warn about the risks of downloading files from untrusted sources, though it does validate PDFs.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Stars/forks activity: 180 stars, 11 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, shell or command execution

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
- The skill relies on PowerShell scripts, which are Windows-specific; no cross-platform alternatives are provided.
- No OpenAgentSkill engagement data yet
- High-risk permission hints: Shell or command execution
- Permission surface may require sandboxing
- The skill does not explicitly warn about the risks of downloading files from untrusted sources, though it does validate PDFs.
- Quality score needs review

URLs:
- Skill: https://www.openagentskill.com/skills/given-dream-literature-live-session-pipeline
- Audit: https://www.openagentskill.com/skills/given-dream-literature-live-session-pipeline/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=given-dream-literature-live-session-pipeline