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.

实验性 · 审查需审查生成于 2026年10月13日启发式元数据审计
70
审计
68
信任
57
质量
78
安全性
76
维护
92
安装

OpenAgentSkill 信任评分

68
人工审查

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

6 通过 · 11 需审查

安装路径

92

通过

npx skills add ShaishavMaisuria/research-paper-lifecycle-skills --skill draft-survey

仓库

88

通过

https://github.com/ShaishavMaisuria/research-paper-lifecycle-skills/tree/main/skills/draft-survey

许可证

86

通过

Apache-2.0

维护

76

检查

距上次推送 4 个月

AI 审查

55

检查

No explicit guardrail for prompt injection from fetched paper text, abstracts, or API responses.

README/SKILL.md 完整度

86

通过

Usable description available

依赖风险

82

通过

network or browser surface

安装命令安全性

92

通过

标准软件包或运行时安装路径

权限范围

72

检查

filesystem or document access, network or browser access

Star/Fork 活跃度

48

修复

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

检查

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

下一步可审计的相关 Skill