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research-mastery

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Prevent API hallucinations by validating versions

Software Engineering#documentation#verification#validate#apis#library-versions#external-search
Authorlshtram
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps teams prevent technical hallucinations by validating APIs and library versions through external search and cross-reference.

Core Features & Use Cases

  • Uncertainty identification: Detects when a feature relies on an external dependency and records the exact version in the project's manifest.
  • Search verification: Looks up API usage patterns across official docs and reputable sources and confirms the correct API signature.
  • Cross-reference & codify: Compares multiple sources (official docs, community forums, GitHub issues) and codifies a verified example into the TECH_SPEC.md for reproducibility.

Quick Start

Identify the exact version of a new library in your package.json, verify its API signature against official docs and trusted sources, and document a verified example in TECH_SPEC.md.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: research-mastery
Download link: https://github.com/lshtram/core_dev/archive/main.zip#research-mastery

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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