Skill: code-reading

What I do

I teach efficient codebase navigation: find entry points, trace data flow, build mental models, and understand architecture without reading everything. Goal: productive understanding in minutes, not hours.

When to use me

• Joining or exploring a new project
• Working in an unfamiliar part of the codebase
• Understanding dependencies before making changes
• Debugging code you didn't write
• Code review of unfamiliar areas

Core principles

1. Top-down first - Structure before details (directory → packages → functions)
2. Follow the data - Trace how data flows through layers
3. Tests tell truth - Tests show intended behaviour better than comments
4. Read selectively - Only what's relevant to your current task
5. Build incrementally - Understanding grows over multiple passes

Reading strategy

5-MIN OVERVIEW
[ ] README - What does this do?
[ ] Directory structure (tree -L 2 -d)
[ ] Entry points (main, handlers, CLI commands)
[ ] Dependencies (go.mod, package.json)
[ ] Tests - What behaviour is specified?

TARGETED DEEP-DIVE (task-specific)
[ ] Find the layer relevant to your task
[ ] Trace one request/action end-to-end
[ ] Read tests for the area you'll change
[ ] Identify patterns used (repository, service, factory)
[ ] Map dependencies of the code you'll modify

Patterns & examples

Finding entry points:

# Go main
grep -rn "func main" --include="*.go"

# CLI commands
grep -rn "cobra\.\|flag\." --include="*.go"

# Test entry points
grep -rn "var _ = Describe\|func Test" --include="*_test.go"

# KaRiya-specific: Intent entry points
ls internal/cli/intents/*/intent.go

Tracing data flow:

User action → Intent (state machine)
    → Screen (UI component)
    → Service (business logic)
    → Repository (data access)
    → Domain entity (data structure)

# Find each layer:
grep -rn "type.*Service struct" --include="*.go"
grep -rn "type.*Repository interface" --include="*.go"

Building a component map:

## Feature: Timeline

Entry: intents/browsetimeline/intent.go
Screen: screens/timeline/list_screen.go
Data: domain/career/event.go
Logic: service/timeline_service.go
Storage: repository/event_repository.go

Flow: Intent → ListScreen → TableBehavior → Service → Repository

Reading by goal:

BUG FIX: Symptom → error message → trace backwards → read tests
FEATURE: Find similar feature → trace its implementation → copy pattern
REVIEW: PR description → tests → implementation → edge cases

Anti-patterns to avoid

• ❌ Reading linearly like a book (follow the flow instead)
• ❌ Trying to understand everything at once (scope to your task)
• ❌ Ignoring tests (they're executable documentation)
• ❌ Assuming without verifying (check the code, don't guess)
• ❌ Skipping the README and directory structure overview

KB Reference

~/vaults/baphled/3. Resources/Knowledge Base/AI Development System/Skills/Code-Quality/Code Reading.md

Related skills

• research - Systematic investigation methodology
• architecture - Understanding structural patterns
• debug-test - Debugging unfamiliar test failures
• question-resolver - Answering questions about code