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Skill Forge
作者
_silhouette
· GitHub ↗
· v1.0.1
· MIT-0
107
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当前安装
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版本数
在 OpenClaw 中安装
/install auto-skill-forge
功能描述
当需要为已有 Skill 自动生成 task_suite.yaml 测试任务集、从 skill_spec.yaml 生成完整 SKILL.md + task_suite、或一键走完「生成 → 评估 → 改进」全链路时使用。 读取 SKILL.md 中的 frontmatter/When to Use/exampl...
安全使用建议
This skill appears coherent with its description and has no secret or network access. Before using it: (1) Review any SKILL.md or skill_spec.yaml you pass in to ensure they don't contain secrets (those files' content will be embedded into generated prompts/tasks). (2) Only use --evaluate or --auto-improve if you trust any installed improvement-evaluator and improvement-orchestrator scripts at ~/.claude/skills/ because the CLI will execute those scripts if present. (3) Inspect the generated task_suite.yaml before running it with other tools. If you want extra assurance, run the generator with --mock to avoid LLM calls and avoid the evaluate/auto-improve flags until you vet the local evaluator/orchestrator code.
功能分析
Type: OpenClaw Skill
Name: auto-skill-forge
Version: 1.0.1
The auto-skill-forge bundle is a developer utility designed to automate the creation of SKILL.md files and task_suite.yaml test harnesses. The Python scripts (forge.py, task_suite_generator.py, skill_generator.py) use standard libraries to parse YAML/Markdown and generate structured output. While forge.py uses subprocess.run to invoke external evaluation tools located in the user's home directory, it does so using argument lists (avoiding shell injection) and targets specific, expected inter-skill dependencies. No evidence of data exfiltration, malicious persistence, or harmful prompt injection was found.
能力评估
Purpose & Capability
Name/description match the code: scripts parse SKILL.md or a skill_spec.yaml and generate task_suite.yaml and SKILL.md. Required binaries/env/paths are none, which is appropriate for a pure generator. The ability to call improvement-evaluator and improvement-orchestrator (if present) is coherent with the documented --evaluate/--auto-improve modes.
Instruction Scope
Runtime behavior stays within the stated scope: reading SKILL.md or a spec, generating SKILL.md and task_suite.yaml, and writing them to the specified output directory. One noteworthy behavior: when the user passes --evaluate or --auto-improve the CLI will look for and execute scripts under Path.home()/.claude/skills/improvement-evaluator and improvement-orchestrator. Executing those scripts is expected for evaluation/orchestration but means the skill can cause arbitrary local code to run if those scripts exist.
Install Mechanism
No install spec — instruction-only with included Python source. Nothing is downloaded or written by an installer. Code is plain Python (no obfuscated downloads).
Credentials
The skill declares no environment variables, no credentials, and no config paths. The code also doesn't read secrets from env vars. It only reads/writes files in the provided skill/output directories and conditionally checks for evaluator/orchestrator scripts under the user's home; those checks are proportional to the documented features.
Persistence & Privilege
always is false and the skill does not request permanent system presence. It writes generated files into the output directory (expected). The only elevated action is launching local evaluator/orchestrator scripts when requested by flags — this happens only if the user supplies --evaluate/--auto-improve.
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 auto-skill-forge - 安装完成后,直接呼叫该 Skill 的名称或使用
/auto-skill-forge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
v1.0.1
v2.1: enriched docs, why null-skill calibration, expanded triggers, README
v1.0.0
v2.0: null-skill calibration, task_suite.yaml generation
元数据
常见问题
Skill Forge 是什么?
当需要为已有 Skill 自动生成 task_suite.yaml 测试任务集、从 skill_spec.yaml 生成完整 SKILL.md + task_suite、或一键走完「生成 → 评估 → 改进」全链路时使用。 读取 SKILL.md 中的 frontmatter/When to Use/exampl... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 107 次。
如何安装 Skill Forge?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install auto-skill-forge」即可一键安装,无需额外配置。
Skill Forge 是免费的吗?
是的,Skill Forge 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Skill Forge 支持哪些平台?
Skill Forge 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 Skill Forge?
由 _silhouette(@lanyasheng)开发并维护,当前版本 v1.0.1。
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