Skill 审计报告
analytical-method-validation 审计报告.
Plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP <1220>/<1225>/<1226>, ICH M10 bioanalytical, CLSI EP, or ISO/IEC 17025. Use for HPLC, LC-MS/MS, GC, CE, ICP-MS, dissolution, qNMR, qPCR, NIR, and ligand binding or cell-based assays whenever the question is whether a procedure is fit for its intended purpose. Triggers include "method validation", "analytical method validation", "AMV", "validation protocol", "acceptance criteria", "linearity", "reportable range", "accuracy and precision", "repeatability", "intermediate precision", "recovery", "LOD", "LOQ", "detection limit", "quantitation limit", "specificity", "robustness", "method transfer", "method comparison", "Deming", "Passing-Bablok", "Bland-Altman", "equivalence testing", "OOS investigation", "ICH Q2", "Q2(R2)", "Q14", "USP 1225", "ICH M10", "incurred sample reanalysis", "ISR", "CLSI EP", and any request to show that an assay works.
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
通过100
34K 个 GitHub Stars
Star/Fork 活跃度
通过97
34K 个 Star，3.3K 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过100
距上次推送 2 天
许可证清晰度
通过86
MIT
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
信息72
命令执行范围
安装可用性
通过92
npx skills add K-Dense-AI/scientific-agent-skills --skill analytical-method-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
警告48
shell or command execution, filesystem or document access
仓库证据
通过86
https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/analytical-method-validation
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 K-Dense-AI/scientific-agent-skills --skill analytical-method-validation
仓库
88
https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/analytical-method-validation
许可证
86
MIT
维护
100
距上次推送 2 天
AI 审查
55
SKILL.md excerpt does not include the full script usage and command outcomes; the agent may not know expected outputs or error handling without additional documentation.
README/SKILL.md 完整度
86
Usable description available
依赖风险
72
命令执行范围
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
48
shell or command execution, filesystem or document access
Star/Fork 活跃度
97
34K 个 Star，3.3K 个 Fork; 当前元数据中没有议题活跃度信息
采用度
88
34K 个 GitHub Stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
警告
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- SKILL.md excerpt does not include the full script usage and command outcomes; the agent may not know expected outputs or error handling without additional documentation.
- The skill depends on legally obtained copies of paywalled standards; this is correctly handled but requires human access to those documents for full implementation.
- No explicit 'do not execute arbitrary shell commands' guardrail is stated in SKILL.md, though the skill description and scripts appear constrained to safe, standard-library-only operations.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- 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。
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