Skill 审计报告
draft-survey 审计报告.
Turns a topic into a ranked reading list of the best papers plus a two-column, arXiv-ready literature-review/survey draft grounded in verified citations. Use when a researcher says "write a survey on X", "do a literature review of X", "give me a ranked reading list on X", "what should I read on X first", "draft a survey paper for arXiv", or "two-column related-work survey on X". Searches across DBLP/Crossref/Semantic Scholar/arXiv, ranks candidates by citation impact, venue strength, recency, and citation-graph centrality, clusters them into a taxonomy, verifies every reference, and writes an original-prose survey (intro, taxonomy, per-theme synthesis, open problems) where each claim cites a real, resolved paper. Never fabricates citations, never copies source text — original synthesis only; the author stays the author. Trigger words - survey, literature review, reading list, ranked papers, what to read, arxiv survey, two-column review.
OpenAgentSkill 信任评分
OpenAgentSkill 信任评分
Trust Score 帮助 Agent 在安装前判断一个 Skill 是否足以进入候选清单。
GitHub 采用度
警告48
41 个 GitHub Stars
Star/Fork 活跃度
警告48
41 个 Star,18 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
信息76
距上次推送 4 个月
许可证清晰度
通过86
Apache-2.0
README/SKILL.md 完整度
通过86
元数据包含足够的用法与工作流上下文
依赖与运行时风险
通过82
network or browser surface
安装可用性
通过92
npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill draft-survey
安装命令安全性
通过92
标准软件包或运行时安装路径
权限范围
信息72
filesystem or document access, network or browser access
仓库证据
通过86
https://github.com/ShaishavMaisuria/research-paper-lifecycle-skills/tree/main/skills/draft-survey
审查状态
信息66
可用 AI 审查数据
Agent 验证结果
信息54
暂未有 Agent 结果数据
检查项
安装与采用审查
安装路径
92
npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill draft-survey
仓库
88
https://github.com/ShaishavMaisuria/research-paper-lifecycle-skills/tree/main/skills/draft-survey
许可证
86
Apache-2.0
维护
76
距上次推送 4 个月
AI 审查
55
No explicit guardrail for prompt injection from fetched paper text, abstracts, or API responses.
README/SKILL.md 完整度
86
Usable description available
依赖风险
82
network or browser surface
安装命令安全性
92
标准软件包或运行时安装路径
权限范围
72
filesystem or document access, network or browser access
Star/Fork 活跃度
48
41 个 Star,18 个 Fork; 当前元数据中没有议题活跃度信息
采用度
42
41 个 GitHub Stars
警告
- No explicit guardrail for prompt injection from fetched paper text, abstracts, or API responses.
- SKILL.md references sibling skills (find-papers, verify-citations, study-exemplars, draft-related-work) but the submitted directory only contains draft-survey; those dependencies may not be present in every deployment.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 41 GitHub stars
- Stars/forks activity: 41 stars, 18 forks; issue activity unavailable in current metadata
方法
本报告综合公开元数据、AI 审查输出、仓库活跃度、安装就绪度、OpenAgentSkill 事件、质量评分、信任检查和 Agent 安全门槛;它不是完整的源代码安全审计。
对比相近选项
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