deep-research-accumulate

Research external systems via web searches and repository clones into cited markdown files.

Updated Jun 8, 2026
One-click install
npx skills add https://github.com/sancovp/doc-mirror --skill deep-research-accumulate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deep-research-accumulate
Source: https://github.com/sancovp/doc-mirror/tree/main/skills/doc-mirror-prompts/resources/prompts/research/web/deep-research-accumulate
Command: npx skills add https://github.com/sancovp/doc-mirror --skill deep-research-accumulate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps accumulate detailed technical knowledge about external software systems, tools, or codebases into structured markdown files, ensuring a comprehensive understanding of their architecture and internals.

Core Features & Use Cases

  • Deep Technical Research: Explains the architecture and internals of external systems by web-searching and shallow-cloning repositories.
  • Accumulation of Findings: Writes findings into markdown files, with citations for every claim.
  • Use Case: When you need a thorough understanding of a complex system, like a database or a machine learning framework, this Skill can help you compile that knowledge into a readable format.

Quick Start

Run the deep-research-accumulate skill with the system name and repository URL, e.g., deep-research-accumulate SYSTEM_NAME REPO_URL.

Frequently Asked Questions about deep-research-accumulate

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

FAQPage Schema
How do I analyze the system architecture of an external codebase?

Deep technical research on external systems is conducted by combining web searches with shallow cloning of repositories, which then outputs detailed architectural explanations into markdown files with citations.

What is the best way to accumulate technical knowledge of a complex framework?

The best way to accumulate technical knowledge is to conduct deep research on the specified system, which writes architectural findings into structured markdown files with citations for every claim.

How do I document code analysis findings into markdown files with citations?

You document code analysis findings into markdown files by running a research process that shallow clones repositories and writes detailed technical explanations with citations for every claim.

Does deep technical research on external systems require cloning the repository?

Yes, deep technical research requires the ability to shallow clone repositories and access external resources to accurately explain the architecture and internals of the specified system.

Can I compile technical research on a database system into a readable format?

Yes, you can compile technical research on a database system into structured markdown files by running the deep research process with the specified system name and repository URL.

What are the limitations of using shallow cloning for code analysis?

Shallow cloning for code analysis limits the ability to review full git history, though it successfully provides the latest codebase structure required to explain system architecture and internals.