Skill 审计报告
vector-database-configuration-validation 审计报告.
Validates a vector index's schema/dimension/distance-metric config and its actual recall/query-performance behavior before a production cutover — catching a mismatch that returns wrong-but-plausible results or degraded recall instead of an error. Use when a user asks to "validate my vector index config before we go live," "will this embedding dimension/metric mismatch break retrieval," "test recall before cutting over to the new index," "check this Pinecone/Weaviate/ Milvus schema for mistakes," or reports retrieval quality that silently dropped after a re-index or embedding-model change.
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
38 个 GitHub Stars
Star/Fork 活跃度
警告48
38 个 Star，18 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过88
距上次推送 3 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
警告56
command execution surface, network or browser surface
安装可用性
通过92
npx skills add selvarajmurugesan90/ops-engineering-skills --skill vector-database-configuration-validation
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
失败36
shell or command execution, filesystem or document access
仓库证据
通过86
https://github.com/selvarajmurugesan90/ops-engineering-skills/tree/main/plugins/ai-agent/skills/vector-database-configuration-validation
审查状态
警告46
缺少 AI 审查批准
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 selvarajmurugesan90/ops-engineering-skills --skill vector-database-configuration-validation
仓库
88
https://github.com/selvarajmurugesan90/ops-engineering-skills/tree/main/plugins/ai-agent/skills/vector-database-configuration-validation
许可证
86
Apache-2.0
维护
88
距上次推送 3 个月
AI 审查
55
Review approval is missing
README/SKILL.md 完整度
86
Usable description available
依赖风险
56
command execution surface, 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
36
shell or command execution, filesystem or document access
Star/Fork 活跃度
48
38 个 Star，18 个 Fork; 当前元数据中没有议题活跃度信息
采用度
42
38 个 GitHub Stars
警告
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
- Low GitHub adoption signal
- 缺少 AI 审查批准
- This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- GitHub adoption: 38 GitHub stars
- Stars/forks activity: 38 stars, 18 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, network or browser surface
- Permission surface: shell or command execution, filesystem or document access
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
Echarts
Apache ECharts is a powerful, interactive charting and data visualization library for browser
67K Stars · 审计报告
D3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
113K Stars · 审计报告
Scientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
33K Stars · 审计报告