understand

Analyzes repositories and generates synthesized understanding documents in .thoughts/iteration-NN/understanding/ without modifying code.

1|Updated Jan 24, 2023
One-click install
npx skills add https://github.com/KaiNakamura/dotfiles --skill understand-kainakamura
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: understand
Source: https://github.com/KaiNakamura/dotfiles/tree/main/claude/skills/understand
Command: npx skills add https://github.com/KaiNakamura/dotfiles --skill understand-kainakamura

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill gathers and synthesizes context about a repository and the user's stated problem so contributors can reason correctly without proposing solutions prematurely. It helps surface the current iteration, existing research notes, and gaps in understanding so work can be delegated or planned with confidence.

Core Features & Use Cases

  • Iteration discovery: Detects the highest .thoughts/iteration-NN directory and collects relevant iteration artifacts.
  • Agent planning: Designs focused research questions and composes a small team of web-searcher and code-searcher agents when external or local research is required.
  • Synthesis: Merges agent outputs into a coherent .thoughts/iteration-NN/understanding/understanding-NN.md summary that describes the problem and current progress without proposing solutions.
  • Use case: Onboarding a new contributor to a bugfix or feature by producing a single-file narrative of what is known, open questions, and where to look next.

Quick Start

Run the understand skill to analyze the repository, collect .thoughts artifacts for the current iteration, coordinate research agents as needed, and produce a synthesized understanding document in the current .thoughts iteration.

Frequently Asked Questions about understand

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

FAQPage Schema
How do I analyze and document a codebase to understand existing progress?

To analyze and document a codebase, this Skill inspects local .thoughts iteration artifacts and orchestrates web-searcher and code-searcher agents, producing a synthesized understanding document without modifying code.

What is the best way to onboard a new contributor to a bugfix or feature?

Onboarding a new contributor involves generating a single-file narrative summary of known facts, open questions, and where to look next, which this Skill produces in the .thoughts/iteration-NN/understanding directory.

How does agent coordination work for codebase research?

Agent coordination for codebase research works by designing focused research questions and composing a small team of web-searcher and code-searcher agents to gather local and external context as needed.

Can I use this to research a repository without modifying my code?

Yes, you can research a repository without modifying code, as this Skill strictly analyzes the codebase and generates documentation in the current .thoughts iteration directory without applying changes.

What do I need to generate an understanding document for a software repository?

To generate an understanding document, the repository must use .thoughts iteration artifacts, which the Skill detects to collect relevant context and synthesize into a summary.

Why does my understanding document not propose solutions to the problem?

Understanding documents do not propose solutions because the Skill is designed to gather and synthesize context so contributors can reason correctly and plan work without proposing premature fixes.