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prompt-ab-lab
作者
vx：17605205782
· GitHub ↗
· v1.0.0
· MIT-0
259
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install prompt-ab-lab
功能描述
Design, log, compare, and score prompt experiments so users can systematically improve outputs instead of guessing.
安全使用建议
This skill appears low-risk and internally consistent. Before installing or invoking: (1) confirm python3 is on PATH; (2) review scripts/prompt_experiment_logger.py (it's small and local) and run it manually on a sample JSON to see outputs; (3) when using the skill in an agent session, be conscious that the agent could run the local script and write files to the working directory—only allow that if you trust the session context; (4) if you need network isolation, ensure the agent runtime does not have outbound network access (the skill itself does not require it).
功能分析
Type: OpenClaw Skill
Name: prompt-ab-lab
Version: 1.0.0
The prompt-ab-lab skill is a well-documented tool for designing and logging prompt A/B experiments. It includes a simple, transparent Python script (scripts/prompt_experiment_logger.py) for generating CSV templates and a markdown resource (resources/eval_rubric.md) for evaluation criteria. The instructions in SKILL.md and README.md emphasize local execution, user confirmation, and safety, with no evidence of data exfiltration, obfuscation, or malicious intent.
能力评估
Purpose & Capability
Name/description match the delivered assets: an instruction-only skill plus a small Python helper to generate CSV logs. Declared runtime dependency python3 is appropriate and sufficient for the bundled script.
Instruction Scope
SKILL.md confines actions to designing experiments, generating rubrics, and optionally using the local script and resource file. It does not instruct reading unrelated system files, accessing hidden env vars, or sending data to external endpoints.
Install Mechanism
No install spec is present (instruction-only). The only code is a small, local, readable Python script; there are no remote downloads, package installs, or extraction steps.
Credentials
No environment variables, credentials, or config paths are required. The skill's functionality does not demand any secrets or external service access.
Persistence & Privilege
always:false (default) and no post-install actions or modifications to other skills are present. The skill does not request elevated or persistent platform privileges.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install prompt-ab-lab - 安装完成后，直接呼叫该 Skill 的名称或使用
/prompt-ab-lab触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
New version adds systematic prompt experiment design and logging features.
- Enables users to design, log, compare, and score prompt A/B experiments.
- Provides evaluation rubrics, structured test tables, and weighted scoring.
- Summarizes tradeoffs and suggests next steps rather than declaring outright winners.
- Includes clear workflow, operating rules, and usage boundaries for safer, action-oriented experimentation.
- Bundles a helper script and resource file to assist with experiment setup and evaluation.
元数据
常见问题
prompt-ab-lab 是什么？
Design, log, compare, and score prompt experiments so users can systematically improve outputs instead of guessing. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 259 次。
如何安装 prompt-ab-lab？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install prompt-ab-lab」即可一键安装，无需额外配置。
prompt-ab-lab 是免费的吗？
是的，prompt-ab-lab 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
prompt-ab-lab 支持哪些平台？
prompt-ab-lab 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 prompt-ab-lab？
由 vx：17605205782（@52yuanchangxing）开发并维护，当前版本 v1.0.0。
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