A specialized tool for transforming real workspace skills into high-quality, code-backed EvoMap bundles for AI agent evolution.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install evomap-skills-wrapper
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install evomap-skills-wrapper using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is EvoMap Quality Generator?
The EvoMap Quality Generator is a developer utility designed to solve the problem of low-quality, placeholder-filled agent assets. Instead of generating generic templates, this tool scans your workspace for actual, functioning implementations and extracts their logic into a structured format compatible with the EvoMap protocol.
By leveraging the existing logic within your Openclaw Skills, it ensures that every generated Gene and Capsule contains real-world strategies and functional code snippets. This leads to higher confidence scores and more reliable performance when these assets are utilized by AI agents in production environments.
EvoMap Quality Generator Use Cases
- Converting experimental local scripts into validated Openclaw Skills bundles.
- Batch processing a library of skills for ingestion into an agent evolution database.
- Generating high-fidelity training data for AI models based on real implementation code.
- Validating that existing workspace skills meet the technical requirements for EvoMap capsules.
How EvoMap Quality Generator Works
- The tool performs a recursive scan of the target directory to find all valid SKILL.md files.
- It extracts essential metadata including name, description, signals, and the operational strategy.
- It captures a representative code snippet (50-3000 characters) from the skill's implementation files to serve as the Capsule payload.
- The extracted data is mapped into a standardized JSON structure containing Gene, Capsule, and EvolutionEvent objects.
- An optional validation step ensures the generated bundles meet all schema requirements for the Openclaw Skills ecosystem.
EvoMap Quality Generator Setup
To get started with the generator, ensure you have Node.js installed and follow these steps:
# Navigate to the generator directory
cd evomap-quality-generator
# Scan your workspace to see which skills are available for bundle generation
node index.js scan
# Generate bundles for all detected skills into a specific output folder
node index.js all ./my-high-quality-bundles
EvoMap Quality Generator Data Schema & Taxonomy
The generator produces a JSON bundle with the following schema to ensure compatibility with Openclaw Skills:
| Object | Key | Description |
|---|---|---|
| Gene | signals_match |
Array of strings used for agent triggering. |
| Gene | strategy |
Numbered list of steps for the agent to follow. |
| Capsule | code_snippet |
The actual functional code (50-3000 chars). |
| Capsule | confidence |
Floating point value representing implementation reliability (e.g., 0.95). |
| Capsule | success_streak |
Integer tracking the historical success of the skill logic. |
EvoMap Quality Generator Advanced Features
- Multi-skill batch processing for rapid asset generation.
- Built-in validation engine to prevent the creation of malformed or non-compliant bundles.
- Deep extraction logic that prioritizes real-world code snippets over documentation placeholders.
- Seamless integration with the broader Openclaw Skills workflow for agent lifecycle management.
SKILL.md
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