superloopy-research

Orchestrates parallel research across codebase, web, and OSS repos with empirical verification.

105|16|Updated Jun 29, 2026

Search Tags:#code verification #research orchestration #parallel research #evidence-first #synthesis reporting

Ready to run

npx skills add https://github.com/beefiker/superloopy --skill superloopy-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: superloopy-research
Source: https://github.com/beefiker/superloopy/tree/main/skills/superloopy-research
Command: npx skills add https://github.com/beefiker/superloopy --skill superloopy-research

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of conducting comprehensive research, ensuring evidence-based findings with thorough verification, and delivering a well-documented synthesis.

Core Features & Use Cases

Maximum-Saturation Research: Parallel research across codebase, web, official docs, and OSS repos.
Recursive EXPAND Loop: Driven by lead workers, verifying claims with code execution.
Empirical Verification: Self-enforcing claim ledger with empirical evidence.
Synthesis and Reports: Cited synthesis with optional markdown/pdf/html/slides reports.
Use Case: When you need in-depth research on a topic, such as a technical analysis or market research, and require comprehensive, verifiable findings.

Quick Start

Run the research skill with the command: loopy research <topic>.

Frequently Asked Questions about superloopy-research

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

FAQPage Schema

How do I conduct parallel research with empirical code verification?▼

Parallel research with empirical code verification is orchestrated through read-only lanes across web and codebase sources, verifying claims via code execution, and producing a cited synthesis report.

What is evidence-first research orchestration for technical analysis?▼

Evidence-first research orchestration is an extensive process covering parallel sources, enforcing a claim ledger with empirical evidence, and delivering comprehensive, verifiable findings.

How do I generate cited synthesis reports from maximum-saturation research?▼

Generate cited synthesis reports by running a recursive expand loop over official docs and OSS repos, yielding optional markdown, pdf, html, or slides outputs.

Does research orchestration activate automatically for codebase debugging?▼

Research orchestration does not activate automatically for debugging or implementation context-gathering; it requires an explicit research demand to start the process.

Can I use parallel research for market research and technical analysis?▼

You can use parallel research for in-depth market research and technical analysis, providing comprehensive, verifiable findings through maximum-saturation across codebase, web, and official docs.

What are the limitations of automated research orchestration?▼

Automated research orchestration is limited to read-only lanes and requires explicit demand to activate, meaning it will not self-activate for implementation context-gathering or debugging tasks.