Skill audit report

research-proposal Audit report.

Generate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate research plan", "撰写研究计划", "写博士申请", "doctoral proposal", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
77
Audit
74
Trust
70
Quality
83
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

74
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

76

867 GitHub stars

Stars/forks activity

INFO

71

867 stars, 75 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

4mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 6 Needs review

Install path

92

PASS

npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal

Repository

88

PASS

https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal

License

86

PASS

MIT

Maintenance

76

CHECK

4mo since push

AI review

55

CHECK

The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

71

CHECK

867 stars, 75 forks; issue activity unavailable in current metadata

Adoption

88

PASS

867 GitHub stars

Warnings

  • The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.
  • No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).
  • Quality score needs review

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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