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research-methodology

Automate authoritative API documentation research with version detection and explicit citations.

206|32|Updated Jul 25, 2025
Search Tags:#documentation#API#research#verification#knowledge#truth#accuracy
One-click install
npx skills add https://github.com/VAMFI/claude-user-memory --skill research-methodology
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-methodology
Source: https://github.com/VAMFI/claude-user-memory/tree/main/.claude/skills/research-methodology
Command: npx skills add https://github.com/VAMFI/claude-user-memory --skill research-methodology

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates LLM hallucinations and reliance on outdated information by providing a systematic, verifiable approach to gathering authoritative, version-accurate documentation. It ensures Claude's implementations are grounded in truth, not speculation.

Core Features & Use Cases

  • Version-Accurate Research: Automatically detects project dependencies and fetches documentation for the exact versions in use.
  • Authoritative Source Prioritization: Prioritizes official documentation, migration guides, and release notes over potentially unreliable sources.
  • Structured ResearchPacks: Delivers concise, actionable research summaries with clear API signatures, setup steps, and verified sources.
  • Use Case: When integrating a new library like Redis or Stripe, Claude uses this Skill to fetch the precise API documentation for your project's version, preventing errors and ensuring correct implementation.

Quick Start

Research Redis caching for Node.js v5.0

/research Redis caching for Node.js v5.0

Frequently Asked Questions about research-methodology

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

FAQPage Schema
How do I get accurate API documentation for the exact version of a library my project uses?▼

Version-accurate research automatically detects your project dependencies and fetches official documentation for the specific versions in use, eliminating outdated or incorrect API information and ensuring implementations match your actual codebase.

How can I avoid hallucinations when implementing third-party APIs in my code?▼

Systematic, verifiable research grounds implementations in authoritative sources by prioritizing official documentation, migration guides, and release notes over unreliable sources, with explicit versioned citations for all retrieved information.

What's the best way to research API signatures and setup steps for a new library?▼

Structured research summaries deliver concise, actionable documentation with clear API signatures, verified setup steps, and runnable examples sourced from official repositories and release notes.

Can I use this approach to research libraries across different programming languages?▼

Yes, this methodology applies to cross-language research tasks, automatically detecting dependencies and extracting API information regardless of language, ensuring truth and accuracy across tech stacks.

Why should I prioritize authoritative sources over general documentation searches?▼

Authoritative source prioritization prevents implementation errors by relying on official documentation and release notes rather than potentially outdated or inaccurate secondary sources, delivering deterministic, verifiable results.

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