Find

Search for specific data across sources with iterative refinement and validation.

Updated Feb 25, 2026
One-click install
npx skills add https://github.com/zbl91555/openclaw --skill find-zbl91555
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Find
Source: https://github.com/zbl91555/openclaw/tree/main/skills/find
Command: npx skills add https://github.com/zbl91555/openclaw --skill find-zbl91555

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users locate specific information or items when source or location is uncertain, streamlining the searching process.

Core Features & Use Cases

  • Progressive Search: Employs iterative expansion techniques to find information by narrowing and broadening search criteria.
  • Multi-source Validation: Confirms the accuracy of findings via multi-source checks, reducing false positives.
  • Use Case: A researcher needs to find a rare document across various databases and community forums, with validation to ensure authenticity.

Quick Start

Request the AI to find the missing report from last quarter by specifying the item and scope of sources.

Frequently Asked Questions about Find

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is multi-source validation for information retrieval?

Multi-source validation for information retrieval confirms the accuracy of specific data by cross-checking findings across various sources, reducing false positives and ensuring the information located is authentic.

How do I find a rare document across different databases?

To find a rare document across different databases, use progressive search techniques that iteratively expand and refine search criteria, narrowing and broadening scope to locate hard-to-find items effectively.

Can I use this to locate specific references when the source location is uncertain?

Yes, you can locate specific references when the source location is uncertain by specifying the target item and the scope of sources, allowing the system to streamline the searching process across various platforms.

What is the best way to validate search results from community forums?

The best way to validate search results from community forums is applying multi-source checks to confirm accuracy, ensuring that findings retrieved from these platforms undergo iterative refinement to eliminate false positives.

When should I use progressive search over a standard lookup?

You should use progressive search over a standard lookup when locating hard-to-find documents or actors requires multi-stage iterative refinement, as it narrows and broadens search criteria to ensure correctness where standard lookups fail.

Does multi-source search work for finding missing reports from last quarter?

Yes, multi-source search works for finding missing reports from last quarter by specifying the missing item and defining the scope of sources, enabling comprehensive retrieval and validation across various databases.