Skill audit report

paper-download Audit report.

Use when the user wants full-text PDFs for papers they already identified: one or more DOIs, doi.org links, or a reference list ("下载这几篇论文的 PDF", "把这个 DOI 列表下下来", "download the PDFs for these references"). Tries open access first, then the publisher's TDM API if the user has a key, then (opt-in) the user's own logged-in Chrome. Not for finding papers, Zotero import, or bypassing paywalls.

BLOCKED · BLOCKNeeds reviewGenerated Oct 20, 2026Heuristic metadata audit
72
Audit
68
Trust
56
Quality
68
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

68
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

31 GitHub stars

Stars/forks activity

WARN

43

31 stars, 2 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

3d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

FAIL

38

command execution surface, credential or environment access

Install availability

PASS

92

npx skills add jxtse/auto-paper-harvester --skill paper-download

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

18

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/jxtse/auto-paper-harvester/tree/main/auto_paper_download/skill

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 16 Needs review

Install path

92

PASS

npx skills add jxtse/auto-paper-harvester --skill paper-download

Repository

88

PASS

https://github.com/jxtse/auto-paper-harvester/tree/main/auto_paper_download/skill

License

86

PASS

MIT

Maintenance

100

PASS

3d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

38

FIX

command execution surface, credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

18

FIX

secrets or environment access, shell or command execution

Stars/forks activity

43

FIX

31 stars, 2 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

31 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 31 GitHub stars
  • Stars/forks activity: 31 stars, 2 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution
  • Review status: AI review approval is missing

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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