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 SKILL.md
• 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#

bash

git clone https://github.com/Shuai-DaiDai/openclaw-skill-growth.git
cd openclaw-skill-growth
npm install
npm run build
npm run test

Common commands#

bash

npm run scan
npm run analyze
npm run propose
npm run report
npm run apply
npm run demo:dry-run

Recommended usage path#

1. Point the plugin at a skill directory.
2. Feed it run logs.
3. Run report or analyze.
4. Review diagnoses and proposals.
5. Use demo:dry-run first.
6. Apply only after review.
7. 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