A specialized tool for auditing CLI adapter projects to identify missing fields and automatically generate batch fixes and PRs.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install adapter-audit
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 adapter-audit 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 Adapter Audit?
The Adapter Audit skill is a developer-centric utility designed to maintain the integrity and consistency of CLI adapter registries. By analyzing the output schemas of various adapters, it identifies missing standard fields such as urls, timestamps, and authors. This tool is essential for those building or maintaining Openclaw Skills who need to ensure that their integrations provide high-quality, standardized data across diverse sources. It automates the tedious process of manual scanning and provides a structured approach to improving adapter coverage.
Beyond simple identification, the skill classifies the necessary fix strategies—whether it involves updating YAML configurations or modifying TypeScript logic—and applies these changes using a minimum-change principle. This ensures that the additions are non-breaking and additive only, making it a safe and efficient choice for scaling quality control in complex Openclaw Skills environments.
Adapter Audit Use Cases
- Scanning large-scale adapter registries for missing metadata like urls or publication dates.
- Automating batch updates across multiple YAML and TypeScript files to ensure schema parity.
- Generating structured pull requests for upstream projects with detailed coverage metrics.
- Improving the data quality of Openclaw Skills by enforcing consistent output contracts.
How Adapter Audit Works
- The tool scans the target project to identify all active adapters and their current output schemas.
- It cross-references existing fields against a list of standard fields like url, title, and author to identify gaps.
- For every missing field, it determines a fix strategy, such as adding to columns, updating map steps, or constructing data from internal variables.
- It applies the fixes to the source files following the minimum change principle to maintain stability.
- The system runs local build and test commands to verify that the changes do not introduce regressions.
- It generates a comprehensive audit report and prepares a pull request with before-and-after coverage statistics.
Adapter Audit Setup
To prepare your environment for an audit within your Openclaw Skills project, ensure you have the project dependencies installed and can run the standard test suite.
# Navigate to your adapter project root
npm install
# Run the audit via your agent
/adapter-audit scan
# Verify fixes manually
npm run build
npm test
Adapter Audit Data Schema & Taxonomy
The Adapter Audit skill generates a detailed output contract to provide transparency on the changes made:
| Component | Description |
|---|---|
| Adapter Scanned | The total count of adapters analyzed in the project |
| Field Coverage Table | A comparison of field presence before and after the audit |
| Fix Strategy | Documentation of whether fields were added via columns, maps, or logic |
| Risk Assessment | A classification of changes, strictly adhering to additive-only updates |
| Metric Changes | A summary of lines changed and files updated for the PR |
Adapter Audit Advanced Features
- Multi-format support for both YAML declarative and TypeScript/JavaScript coded adapters.
- Intelligent data construction that builds complex URLs from existing API responses to avoid extra network calls.
- Automated PR documentation that includes coverage tables and per-adapter risk classifications.
- Integration ready for high-volume Openclaw Skills maintenance pipelines.
SKILL.md
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