deep-research

Research repository topics and summarize findings with file references.

339|58|Updated Jan 10, 2026
One-click install
npx skills add https://github.com/Heyvhuang/ship-faster --skill deep-research-heyvhuang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deep-research
Source: https://github.com/Heyvhuang/ship-faster/tree/main/skills/deep-research
Command: npx skills add https://github.com/Heyvhuang/ship-faster --skill deep-research-heyvhuang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Research topics across a repository and produce a structured summary with file references, enabling quick understanding and auditing of how components interact.

Core Features & Use Cases

  • Structured Findings: Generate 3-10 evidence-backed findings with precise file paths.
  • Key Code Locations: List the most important paths to read next for deeper understanding.
  • Use Case: When exploring a new module or auditing an implementation, run this to surface patterns and gaps.

Quick Start

Provide a topic in the argument to the Explore skill and it will return a structured summary referencing relevant files.

Frequently Asked Questions about deep-research

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

FAQPage Schema
How do I map topics across a repository with file references?

To map topics across a repository, this Skill uses Glob to locate modules, Grep to identify call sites, and Read to access content, producing structured findings with precise file paths.

What is the best way to explore a new codebase and summarize component interactions?

Exploring a new codebase is best done by running this Skill to surface patterns and gaps, generating 3-10 evidence-backed structured findings with key code locations for deeper understanding.

Can I use file search tools like Glob and Grep for codebase analysis without modifying code?

Yes, you can use Glob and Grep for codebase analysis without modifying code, as this Skill only reads content to output findings, key code locations, and open questions.

How do I audit an implementation and discover patterns across modules and docs?

To audit an implementation and discover patterns, provide a topic to this Skill to map interactions across modules and docs, yielding a structured summary referencing relevant files.

What limitations exist when researching topics across a large repository?

A limitation when researching topics across a repository is that the Skill outputs open questions and key code locations for manual review rather than automatically modifying code or resolving gaps.