docs-lookup

What This Skill Does

The docs-lookup skill is a specialized semantic search tool designed for OpenClaw agents to interface with high-velocity developer documentation. Instead of relying on potentially outdated or generalized training data, this skill allows the agent to perform real-time retrieval from 10 curated developer platforms, including Cloudflare, Stripe, Anthropic, OpenAI, and Next.js. By utilizing vector search, it provides accurate, context-aware information, including specific API parameters, code snippets, and integration guides directly from the source.

Installation

To add this skill to your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/cutthemustard/docs-lookup

Ensure your agent has the necessary API access permissions configured for the docs.agentutil.net endpoint to allow the agent to fetch documentation chunks dynamically.

Use Cases

• Debugging APIs: Quickly resolve questions regarding Stripe webhooks or OpenAI function calling without leaving the agent chat.
• Technical Synthesis: When you are writing complex code using Next.js App Router or server components, this tool provides the latest syntax and data fetching patterns.
• Constraint Checking: Verify current parameter types and behaviors for Cloudflare Workers or Shopify Admin GraphQL before generating boilerplate code.
• Framework Onboarding: Quickly interpret new features or breaking changes in libraries like HTMX or Tailwind CSS by accessing the most recent documentation chunks.

Example Prompts

1. "How do I configure a KV namespace in my Cloudflare Worker project?"
2. "What are the current parameters for the Anthropic Messages API when using streaming?"
3. "Show me the recommended pattern for fetching data in a Next.js 14 server component using the App Router."

Tips & Limitations

• Relevance Scoring: Always inspect the relevance_score returned by the tool. Scores above 0.85 indicate a strong semantic match; treat anything below 0.7 as potentially tangential.
• Platform Scope: This skill is restricted to the 10 pre-indexed platforms (Cloudflare, Stripe, Anthropic, OpenAI, Next.js, Tailwind, HTMX, Shopify, x402, and Jesse). It will not return results for external documentation outside of this list.
• Citation: For professional development workflows, always provide the source URL included in the tool response to the end-user for validation.
• Graceful Failure: If the search returns no results, do not hallucinate. Admit the limitation and fall back to your general knowledge base or inform the user that the specific documentation is not indexed.