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research-sweep

Orchestrate code-based research with local-first, developer-in-the-loop workflows.

Updated Jun 22, 2026
Search Tags:#code analysis#research orchestration#improvement proposals#code-based research#developer-in-the-loop
One-click install
npx skills add https://github.com/skylarsabo/code-ops --skill research-sweep
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-sweep
Source: https://github.com/skylarsabo/code-ops/tree/main/plugins/researcher/skills/research-sweep
Command: npx skills add https://github.com/skylarsabo/code-ops --skill research-sweep

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

The Skill solves the problem of manually managing the research process, providing an end-to-end solution that simplifies the process of researching and proposing improvements in a codebase.

Core Features & Use Cases

  • End-to-End Research: Orchestrates the researcher's skills for code-based research.
  • Local-First: Focuses on local-first, opt-in web retrieval with full disclosure of external requests.
  • Documentation: Generates consolidated findings, ideas, and executive summaries.
  • Use Case: For a project with complex requirements, this Skill can streamline the research process by providing a comprehensive view of the codebase, potential improvements, and actionable recommendations.

Quick Start

Run the research sweep for the codebase by executing: /researcher:research-sweep.

Frequently Asked Questions about research-sweep

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

FAQPage Schema
How do I automate codebase analysis and generate improvement proposals?▼

Code-based research orchestration automates the investigation of a codebase, composing consolidated findings, ideas, and executive summaries to propose actionable improvements while keeping the developer in the loop.

What is a developer-in-the-loop approach for code research?▼

A developer-in-the-loop approach integrates automated research orchestration with manual oversight, ensuring the developer controls the code-based research process and reviews generated findings and improvement proposals.

How do I run an end-to-end research sweep on my codebase?▼

Run an end-to-end research sweep by invoking the researcher plugin, which orchestrates integrated skills to analyze the codebase and output executive summaries with improvement proposals.

Does code-based research orchestration work without sending data to external servers?▼

Yes, code-based research orchestration uses a local-first approach with opt-in web retrieval, providing full disclosure of all external requests to ensure data privacy.

Can I use research orchestration for complex software engineering projects?▼

Yes, for software engineering projects with complex requirements, research orchestration streamlines analysis by providing a comprehensive view of the codebase and generating actionable recommendations.

Do I need the researcher plugin to perform a code-based research sweep?▼

Yes, the researcher plugin is required because it provides the local research capabilities and egress control needed to orchestrate the end-to-end code analysis pipeline.

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