research

Retrieve relevant docs and code references via Tech RAG and detect documentation gaps.

1|Updated Dec 28, 2025
One-click install
npx skills add https://github.com/JDHayesBC/Awareness --skill research-jdhayesbc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research
Source: https://github.com/JDHayesBC/Awareness/tree/main/.claude/skills/research
Command: npx skills add https://github.com/JDHayesBC/Awareness --skill research-jdhayesbc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Projects often suffer from missing, outdated, or hard-to-find documentation. This skill provides fast access to relevant docs and code references for any topic within the Awareness project, helping engineers understand how things work without manual digging.

Core Features & Use Cases

  • Tech RAG-powered lookup to surface authoritative documentation and code references.
  • Automatic detection of documentation gaps and spawning improvement agents to fill them.
  • Quick navigation to where files live and how components interact within the project.

Quick Start

Use the research skill to locate how a feature works and identify the primary docs and files that define its behavior.

Frequently Asked Questions about research

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

FAQPage Schema
How do I find relevant code references and documentation for a specific project topic?

Tech RAG surfaces the most relevant docs and code references for a given topic by evaluating search results against defined scoring thresholds to provide direct answers or flag gaps for improvement.

What happens when documentation is missing or outdated during a code navigation search?

When documentation gaps are detected during a search, a background doc-fixer task is spawned to draft or locate the appropriate documentation path and report findings for self-healing docs.

How does a knowledge graph improve technical documentation lookup for software engineers?

A knowledge graph maps how files live and components interact within the project, allowing Tech RAG to evaluate authoritative documentation and code references against scoring thresholds for faster insight.

Can I automatically detect and fill documentation gaps in my codebase?

Yes, the research skill evaluates Tech RAG results against defined scoring thresholds and automatically spawns a background doc-fixer task to draft or locate missing documentation paths when gaps are detected.

What is the best way to navigate project components and understand how they interact?

Use Tech RAG-powered lookup to surface authoritative documentation and code references, enabling quick navigation to where files live and how components interact within the project without manual digging.

Do I need any specific dependencies to run Tech RAG for self-healing documentation?

No specific dependencies are required to run Tech RAG for self-healing documentation, as the research skill operates independently to surface docs, evaluate scoring thresholds, and spawn doc-fixer tasks.