daily-papers-notes Eval
=======================

Status: review
Score: 71/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Test manually in an isolated workspace and compare against safer alternatives.

Install:
npx skills add huangkiki/dailypaper-skills --skill daily-papers-notes

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: Good trust signals with a few areas worth checking before rollout.
- WARN Audit score: Needs review
- WARN Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- PASS License clarity: Apache-2.0
- WARN Permission surface: shell or command execution

Warnings:
- Trust score: Good trust signals with a few areas worth checking before rollout.
- Audit score: Needs review
- Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
- Permission surface: shell or command execution
- High-risk permission hints: Shell or command execution
- The skill assumes the presence of shared configuration files and the paper-reader skill; if the repository is not fully cloned or the pipeline is run in isolation, these dependencies may be missing.
- The skill does not explicitly handle the case where the shared config file is absent or malformed, which could cause the agent to fail silently.
- 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
- The skill assumes the presence of shared configuration files and the paper-reader skill; if the repository is not fully cloned or the pipeline is run in isolation, these dependencies may be missing.
- High-risk permission hints: Shell or command execution
- The skill does not explicitly handle the case where the shared config file is absent or malformed, which could cause the agent to fail silently.
- Quality score needs review
- Production credentials, payments, or irreversible account changes without explicit human review
- Sensitive private data before reviewing repository code, license, and permission surface

URLs:
- Skill: https://www.openagentskill.com/skills/huangkiki-daily-papers-notes
- Audit: https://www.openagentskill.com/skills/huangkiki-daily-papers-notes/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=huangkiki-daily-papers-notes