Skill 审计报告
prompt-regression 审计报告.
Use when the user has changed a prompt (system prompt, RAG template, agent instruction, etc.) and wants to know whether the candidate is better or worse than the baseline. Also use when the user mentions prompt A/B testing, prompt comparison, prompt optimization validation, "did my prompt change help," or prompt regression testing. Outputs per-dimension win rates with statistical significance using OpenJudge PairwiseAnalyzer.
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
信息76
816 个 GitHub Stars
Star/Fork 活跃度
信息71
816 个 Star，65 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 2 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
信息72
命令执行范围
安装可用性
通过92
npx skills add agentscope-ai/OpenJudge --skill prompt-regression
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64
Shell 或命令执行、数据库访问
仓库证据
通过86
https://github.com/agentscope-ai/OpenJudge/tree/main/skills/eval_pipeline/06-prompt-regression
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 agentscope-ai/OpenJudge --skill prompt-regression
仓库
88
https://github.com/agentscope-ai/OpenJudge/tree/main/skills/eval_pipeline/06-prompt-regression
许可证
86
Apache-2.0
维护
88
距上次推送 2 个月
AI 审查
55
The full implementation of scripts/pairwise.py is not visible in the excerpt, but the provided portion indicates a well-structured, stdlib-only script with clear usage and exit codes.
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
64
Shell 或命令执行、数据库访问
Star/Fork 活跃度
71
816 个 Star，65 个 Fork; 当前元数据中没有议题活跃度信息
采用度
88
816 个 GitHub Stars
警告
- Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
- The full implementation of scripts/pairwise.py is not visible in the excerpt, but the provided portion indicates a well-structured, stdlib-only script with clear usage and exit codes.
- The skill relies on the user to correctly generate the comparisons.jsonl file with swapped rows; no automated validation is provided for that input format.
- This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
- Quality score needs review
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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