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Skill Garden
作者
yjin94606-art
· GitHub ↗
· v1.0.0
· MIT-0
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当前安装
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版本数
在 OpenClaw 中安装
/install skill-garden
功能描述
Automatically improves installed skills through passive usage observation and periodic batch analysis. Activates after any skill is used, or when you say gro...
安全使用建议
Before installing or enabling Skill Garden, consider the following:
- This skill needs read/write access to your ~/.openclaw/workspace/skills tree and will read logs and edit other skills' SKILL.md files. That is necessary for its purpose but is a powerful privilege — back up your skills directory first.
- SKILL.md promises 'user-in-control' but the decision rules auto-apply edits at high and mid confidence (≥90% and 70–89%). If you want manual approval for all edits, change the min-confidence / auto-apply thresholds or run batch_analyze.py in --dry-run mode only.
- The bundled batch_analyze.py listing appears truncated/buggy; review the full scripts in a safe environment before letting them run. Look for file-write locations, how edits are applied, and any notification logic.
- Prefer a conservative deployment: run the scripts manually (dry-run) first, inspect proposals in references/improvement_proposals.md, and only allow auto-apply after you validate behavior.
- If you must test, limit the skill to a copy of your workspace or exclude high-value/production skills from its scope until you’re comfortable.
If you want, I can: (1) point out exact file lines that perform writes, (2) suggest a minimal safe configuration (disable auto-apply, change cron to manual), or (3) produce step-by-step instructions to sandbox and test the skill safely.
功能分析
Type: OpenClaw Skill
Name: skill-garden
Version: 1.0.0
The 'skill-garden' bundle is a meta-skill designed to monitor, analyze, and automatically modify other skills within the OpenClaw workspace. It implements a 'Skill Evolution Engine' that uses Python scripts (batch_analyze.py, log_insight.py) to track usage logs across all installed skills and generate improvement proposals. Most significantly, SKILL.md instructs the agent to automatically use the 'edit' tool to modify other skills' instructions (SKILL.md files) when confidence thresholds are met. While the stated intent is optimization, the bundle's core functionality—cross-skill modification, persistence via cron jobs, and continuous observation of all agent activities—represents a high-risk capability that could be used to silently alter agent behavior or compromise the integrity of the skill library.
能力评估
Purpose & Capability
Skill Garden's name and description match its implementation: it reads per-skill usage logs, evaluates skills, generates proposals, and edits SKILL.md files. Requiring read/write access to ~/.openclaw/workspace/skills is coherent with the stated purpose. However, the skill claims to be 'user-in-control' and 'transparent' while also auto-applying changes in multiple confidence bands (see instruction_scope).
Instruction Scope
SKILL.md instructs the agent to passively log every skill invocation and to run weekly batch analysis that can auto-apply edits to other skills' SKILL.md. This gives it the ability to collect broad cross-skill telemetry and to modify other skills without a per-change explicit approval (the decision tree auto-applies changes at ≥90% and even 70–89% as [experimental]). That scope is functionally necessary for an auto-improver, but it is a high-risk capability (silent/automatic edits to other skills, broad read/write of skill directories).
Install Mechanism
There is no network download or external installer; the skill is instruction-only with bundled scripts. That's lower risk than arbitrary remote downloads. Files are intended to be run from the user's workspace and operate on local files only.
Credentials
The skill requests no environment variables or external credentials, which is proportionate to its stated function. However, it implicitly requires filesystem access to ~/.openclaw/workspace/skills (read and write), which is not listed in a formal manifest. That filesystem access is necessary for the purpose but is high-privilege because it touches other skills' files and the grower's own memory/logs.
Persistence & Privilege
always:false (good) but the skill is allowed to invoke autonomously and — by design — can modify other skills' SKILL.md and maintain its own cron schedule and memory. Modifying other skills' code/content is central to its purpose but is also a significant privilege; the SKILL.md contains inconsistent statements about when changes 'ask first' vs auto-apply, increasing the risk of unexpected permanent changes.
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-garden - 安装完成后，直接呼叫该 Skill 的名称或使用
/skill-garden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: automatic skill improvement through passive usage observation, weekly batch analysis, and targeted SKILL.md edits. Your skills don't just exist — they grow.
元数据
常见问题
Skill Garden 是什么？
Automatically improves installed skills through passive usage observation and periodic batch analysis. Activates after any skill is used, or when you say gro... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 73 次。
如何安装 Skill Garden？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install skill-garden」即可一键安装，无需额外配置。
Skill Garden 是免费的吗？
是的，Skill Garden 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Skill Garden 支持哪些平台？
Skill Garden 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 Garden？
由 yjin94606-art（@yjin94606-art）开发并维护，当前版本 v1.0.0。
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