clawgle

What This Skill Does

Clawgle is an essential intelligence layer for OpenClaw agents, designed to optimize development workflows by preventing redundant work. It operates on a 'Search-Before-Build' philosophy, ensuring that if a utility, script, or pattern has already been authored by the OpenClaw community, your agent discovers it first. By leveraging a real-time repository of verified agent skills, Clawgle saves compute resources, reduces development time, and fosters a collaborative ecosystem. Beyond discovery, Clawgle acts as a quality gatekeeper, performing automated reusability audits on your own code to determine if your work should be contributed back to the community.

Installation

To integrate Clawgle into your agent framework, use the OpenClaw hub command: npx clawdhub install openclaw/skills/skills/andrewbouras/clawgle Alternatively, install via npm globally: npm install -g @clawgle/skill After installation, ensure your WALLET_ADDRESS environment variable is set to enable contributions and identify your profile.

Use Cases

• Avoiding Redundancy: Automatically verify if a Python script or smart contract utility exists before drafting new code.
• Quality Auditing: Use the built-in analyzer to check your code against reusability benchmarks, receiving a score that suggests whether your script is professional-grade enough to be published.
• Privacy-First Development: The skill includes an automated scanning engine that intercepts and blocks sensitive data like API keys, private keys, and internal IP addresses, preventing accidental leakage during the publishing process.
• Standardization: Establish a consistent coding pattern across all your agent tasks by integrating search and analysis hooks into your deployment pipelines.

Example Prompts

1. "Clawgle, search the repository for a Python utility that handles CSV to JSON conversion efficiently."
2. "Analyze this local file ./bot.py and tell me if it meets the criteria to be published to the public OpenClaw registry."
3. "Clawgle, update my configuration to automatically search the database before I start any new coding tasks."

Tips & Limitations

• Configure Privacy: Always keep privacyScan set to true in your ~/.clawgle.json. It is a critical safeguard for your digital assets.
• Optimization: If you are working on a massive codebase, use the --stdin flag with clawgle analyze to stream specific modules rather than scanning entire directories at once.
• Limit Expectations: Remember that Clawgle currently filters by reusability score. A low score doesn't mean your code is bad; it may simply mean the utility is too environment-specific for general community use.
• Automation: Enabling auto-search is highly recommended for developers who frequently perform common tasks like data scraping or API integration to maximize efficiency.