OpenClaw Skill Growth
A ClawHub entry skill for the OpenClaw Skill Growth plugin.
It helps users discover and operate a GitHub project that turns static SKILL.md files into observable, diagnosable, safely improvable capabilities.
Important: this package is an entry skill and usage wrapper, not the full plugin source code.
Best for
Use this skill when a user wants to:
- - maintain a growing library of OpenClaw skills
- see which skills are repeatedly failing or underperforming
- generate reviewable improvement proposals from real run history
- preview patches before changing skill files
- apply updates with backups, version bumping, and change history
- dry-run a skill update process before writing anything
- evaluate whether a skill change actually improved outcomes
Not for
Do not use this skill when the user only wants to:
- - read or summarize a normal web page
- install an unrelated plugin
- optimize a workflow that has nothing to do with OpenClaw skills
- upload an entire TypeScript repository into ClawHub as if it were a single skill
Core idea
The underlying project provides a maintenance loop for OpenClaw Skills:
Observe → Diagnose → Propose → Apply → Evaluate
What the GitHub project includes
- - skill registry from INLINECODE1
- structured run observation
- diagnosis of recurring failures and weak outcomes
- improvement proposal generation
- patch preview generation
- guarded apply flows with backups
- version bumping and applied change history
- dry-run support
- evaluation record generation
- demo fixtures and CI
Install the real project
CODEBLOCK0
Common commands
CODEBLOCK1
Recommended usage path
- 1. Point the plugin at a skill directory.
- Feed it run logs.
- Run
report or analyze. - Review diagnoses and proposals.
- Use
demo:dry-run first. - Apply only after review.
- Compare outcomes and keep iterating.
Why this is useful
Most skill systems stay static even while tools, environments, models, and task patterns keep changing.
This project is for users who want skill maintenance to become a real operational loop instead of a manual prompt-editing chore.
GitHub source
- - Repo: https://github.com/Shuai-DaiDai/openclaw-skill-growth
- Release: https://github.com/Shuai-DaiDai/openclaw-skill-growth/releases/tag/v0.1.0
ClawHub note
This package is a wrapper skill around the GitHub project.
Use it to discover, install, and operate the plugin.
It is intentionally lighter than the full repository.
package for discovery and installation guidance
OpenClaw 技能成长
一个用于 OpenClaw 技能成长 插件的 ClawHub 入口技能。
它帮助用户发现并操作一个 GitHub 项目,该项目能将静态的 SKILL.md 文件转化为 可观察、可诊断、可安全改进的能力。
重要提示: 此包是一个入口技能和使用封装,并非完整的插件源代码。
最佳用途
当用户希望以下操作时使用此技能:
- - 维护不断增长的 OpenClaw 技能库
- 查看哪些技能反复失败或表现不佳
- 根据实际运行历史生成可审查的改进建议
- 在修改技能文件前预览补丁
- 通过备份、版本升级和变更历史应用更新
- 在写入任何内容前试运行技能更新流程
- 评估技能变更是否真正改善了结果
不适用场景
当用户仅希望以下操作时,不要使用此技能:
- - 阅读或总结普通网页
- 安装不相关的插件
- 优化与 OpenClaw 技能无关的工作流程
- 将整个 TypeScript 仓库作为单个技能上传到 ClawHub
核心理念
底层项目为 OpenClaw 技能提供了一个维护循环:
观察 → 诊断 → 提议 → 应用 → 评估
GitHub 项目包含内容
- - 来自 SKILL.md 的技能注册表
- 结构化的运行观察
- 重复失败和弱结果的诊断
- 改进建议生成
- 补丁预览生成
- 带备份的安全应用流程
- 版本升级和应用变更历史
- 试运行支持
- 评估记录生成
- 演示夹具和 CI
安装真实项目
bash
git clone https://github.com/Shuai-DaiDai/openclaw-skill-growth.git
cd openclaw-skill-growth
npm install
npm run build
npm run test
常用命令
bash
npm run scan
npm run analyze
npm run propose
npm run report
npm run apply
npm run demo:dry-run
推荐使用路径
- 1. 将插件指向技能目录。
- 输入运行日志。
- 运行 report 或 analyze。
- 审查诊断和建议。
- 先使用 demo:dry-run。
- 审查后再应用。
- 比较结果并持续迭代。
为何有用
大多数技能系统即使工具、环境、模型和任务模式不断变化,也保持静态。
这个项目适合那些希望技能维护成为 真正的操作循环,而非手动编辑提示的繁琐工作的用户。
GitHub 源码
- - 仓库:https://github.com/Shuai-DaiDai/openclaw-skill-growth
- 发布版:https://github.com/Shuai-DaiDai/openclaw-skill-growth/releases/tag/v0.1.0
ClawHub 说明
此包是围绕 GitHub 项目的 封装技能。
使用它来发现、安装和操作该插件。
它有意设计得比完整仓库更轻量。
用于发现和安装引导的包。