What is the Skill Research Process?

It is a systematic framework for building Claude Code skills by using parallel agents to research, verify, and document technical tools from official sources.

When should I use parallel research agents?

Parallel agents are used in Stage 2 of the process to research multiple documentation categories simultaneously, significantly speeding up the information gathering phase.

What are the quality gates in this process?

There are three gates: Gate 1 verifies distinct research categories, Gate 2 ensures all claims are cited, and Gate 3 validates links and structure before final packaging.

Do I need specific MCP tools for this to work?

While it works best with tools like mcpRef and WebFetch for high-fidelity documentation extraction, it includes fallback strategies for GitHub CLI and local repository analysis.

How does this skill prevent AI hallucinations?

The process includes a mandatory Anti-Hallucination Checkpoint where every claim must be supported by a cited source URL and access date, ensuring data comes from documentation, not training data.

Skill Research Framework

Name: Skill Research Framework
Author: Jamie-BitFlight

byJamie-BitFlight

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개발자 도구

Automates the creation of comprehensive Claude Code skills by orchestrating parallel research agents to gather and verify official documentation.

The Skill Research Framework provides a rigorous, multi-stage workflow for developing high-quality Claude Code capabilities. By utilizing parallel subagents and mandatory quality gates, it ensures that newly created skills are built on a foundation of authoritative, cited documentation rather than model training data. This framework manages the entire lifecycle of skill creation—from initial categorization and deep-dive research to final integration and validation—making it an essential tool for developers who need to build reliable, domain-specific AI coding assistants.

주요 기능

01Parallel research agent orchestration for rapid data gathering

02Automated skill directory and TODO checklist generation

03Three-stage quality gate system (Initialize, Research, Integrate)

04Seamless integration with skill-creator for standardized SKILL.md output

0518 GitHub stars

06Mandatory anti-hallucination checkpoints requiring verbatim citations

사용 사례

01Ensuring hallucination-free guidance for complex, frequently updated frameworks

02Expanding existing skills with verified technical references and implementation patterns

03Building a new Claude Code skill from scratch using official library documentation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jamie-bitflight/claude_skills skill-research-process

For use in Claude.ai and ChatGPT

Download Skill