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Skill Example Synthesizer
作者
vx：17605205782
· GitHub ↗
· v1.0.0
· MIT-0
165
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install skill-example-synthesizer
功能描述
为 Skill 生成高质量正例、反例和边界例，提升路由与可理解性。；use for skills, examples, routing workflows；do not use for 只给笼统例子, 忽视误触发场景.
安全使用建议
This skill appears to be what it says: a local, read-only synthesizer/auditor implemented in Python. Before running it, ensure you: (1) only pass intended repository/workspace paths (avoid /, your home dir, or other system/sensitive folders), (2) review outputs before sending or publishing them, and (3) not feed sensitive/personal data unless you have desensitized it. If you plan to let an autonomous agent invoke this skill, restrict the agent's allowed input paths to avoid accidental scanning of sensitive files. If you want higher assurance, open and review scripts/run.py yourself (it is included) and run with --dry-run first.
功能分析
Type: OpenClaw Skill
Name: skill-example-synthesizer
Version: 1.0.0
The skill bundle is a documentation and auditing utility designed to help developers generate examples and verify the structure of OpenClaw skills. The primary logic in `scripts/run.py` performs safe file operations, such as directory scanning and CSV parsing, and even includes a defensive pattern-matching feature to detect high-risk commands (e.g., `curl|bash`) and potential secrets in local files. The instructions in `SKILL.md` are strictly aligned with the stated purpose and include explicit safety boundaries and dry-run requirements.
能力评估
Purpose & Capability
Name/description request python3 and include a local script for producing structured examples and audits. The declared binary (python3), included resources (spec.json, template.md), and scripts are coherent with the stated purpose of synthesizing examples and auditing skill artifacts.
Instruction Scope
SKILL.md restricts behavior to read-only, audit/draft outputs and explicitly recommends dry-run / review. The runtime script (scripts/run.py) will read files from whatever input path is supplied (single file or directory) and scans many text file types (.md, .py, .sh, .json, .csv, etc.). That is appropriate for a repository/audit tool, but if invoked with a broad system path it can read arbitrary files — so callers should ensure the input path is limited to intended workspaces and not system/root directories or sensitive folders.
Install Mechanism
No install spec; instruction-only skill with a local Python script. No external downloads or package-installs are performed. This is low-risk and proportional for the functionality.
Credentials
The skill requires only python3 and declares no environment variables, credentials, or config paths. There are no unrelated secrets requested and resources are local; this is proportionate.
Persistence & Privilege
always is false and the skill is user-invocable. It does not request persistent agent privileges or modify other skills. Autonomous invocation is enabled by default on the platform, which is normal — nothing in the skill requests elevated persistence.
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 skill-example-synthesizer - 安装完成后，直接呼叫该 Skill 的名称或使用
/skill-example-synthesizer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
Initial release of skill-example-synthesizer.
- Generates high-quality positive, negative, and edge case examples for skills to improve routing and clarity.
- Prioritizes explicit inclusion of anti-patterns and edge scenarios; avoids generic examples.
- Provides clear structure for output: positive examples, negative examples, edge cases, common mistakes, documentation suggestions, and maintenance tips.
- Adds safety boundaries: output is read-only by default, emphasizes auditability, and avoids risky operations.
- Includes guidance for usage workflow, environment requirements, and documentation pairing.
元数据
常见问题
Skill Example Synthesizer 是什么？
为 Skill 生成高质量正例、反例和边界例，提升路由与可理解性。；use for skills, examples, routing workflows；do not use for 只给笼统例子, 忽视误触发场景. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 165 次。
如何安装 Skill Example Synthesizer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install skill-example-synthesizer」即可一键安装，无需额外配置。
Skill Example Synthesizer 是免费的吗？
是的，Skill Example Synthesizer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Skill Example Synthesizer 支持哪些平台？
Skill Example Synthesizer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（darwin, linux, win32）。
谁开发了 Skill Example Synthesizer？
由 vx：17605205782（@52yuanchangxing）开发并维护，当前版本 v1.0.0。
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