Can I search both my local project and the internet?

Yes, the skill supports both 'local' and 'web' modes. It can search your local filesystem using tools like Grep and Glob, or search the live web using WebSearch and WebFetch.

Which web search providers are supported?

It currently uses built-in WebSearch and WebFetch tools, with planned future integrations for specialized providers like Jina.ai, Firecrawl, and Exa.ai.

Does this skill require me to provide input files?

No, the Search skill is designed to be 'input-less.' You simply provide a mission description, and the skill autonomously identifies and retrieves the necessary data using its internal tools.

What format are the search results delivered in?

All findings are compiled into a structured JSON schema. This includes the source (file path or URL), content snippets, relevance scores, and metadata like line numbers or dates.

Universal Search & Data Retrieval

Name: Universal Search & Data Retrieval
Author: memorysaver

bymemorysaver

•

Web Scraping & Data Collection

Executes autonomous search missions across local codebases and the web to return structured, attributed data.

The Search skill is an autonomous, input-less capability for Claude Code designed to streamline complex information gathering. By bridging local filesystem exploration with real-time web retrieval, it allows AI agents to scan repositories, monitor trending news, or extract specific technical data without requiring manual file inputs. It intelligently manages tool selection—utilizing Glob and Grep for local files or WebSearch for online content—and compiles findings into a unified, machine-readable JSON schema complete with source attribution and relevance scoring.

Key Features

01Unified interface for both local filesystem and web-based searches

02Deep codebase scanning using Glob, Grep, and Bash tools

03Autonomous execution based on mission descriptions without manual file inputs

04Structured JSON output including metadata, source attribution, and relevance scores

0510 GitHub stars

06Web content extraction and real-time URL fetching capabilities

Use Cases

01Gathering documentation and technical data from external URLs for project context

02Scanning a repository for specific code patterns, TODOs, or architectural implementations

03Automating market research or news monitoring from sites like Hacker News

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add memorysaver/looplia-core search

For use in Claude.ai and ChatGPT

Download Skill