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codebase-research

// Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.

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updated:March 4, 2026
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SKILL.md Frontmatter
namecodebase-research
descriptionSystematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.
allowed-toolsRead, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion

Codebase Research

Overview

Perform systematic codebase exploration to understand how existing systems work. Follows the Iron Law: "Do NOT explore the codebase until the problem is understood."

When to Use

  • Implementation direction is clear but codebase understanding is needed
  • Investigating how an existing feature works before modifying it
  • Understanding dependencies and data flows before planning
  • Gathering context for a known goal

Process

  1. Understand the request - Ask clarifying questions one at a time (purpose, specifics, scope, constraints, context). Do NOT read any files until confirmed.
  2. Explore the codebase - Use file-finder agent, read in order, trace data flows, identify constraints.
  3. Document findings - Write structured research document to docs/plans/YYYY-MM-DD-<topic>-research.md.
  4. Transition - Ask: plan, continue research, or conclude.

Key Rules

  • Quotations from source material capped at 125 characters maximum
  • Only proceed to exploration after human confirms understanding
  • Use file-finder agent for initial file discovery
  • Use web-researcher agent for external context needs

Agents Used

  • agents/file-finder/ - Locates relevant files with suggested reading order
  • agents/web-researcher/ - Gathers external context when needed

Tool Use

Invoke via babysitter process: methodologies/rpikit/rpikit-research