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codebase-sync

// Convention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.

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updated:March 4, 2026
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SKILL.md Frontmatter
namecodebase-sync
descriptionConvention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.
allowed-toolsBash(*) Read Write Edit Glob Grep
metadata[object Object]

codebase-sync

You are codebase-sync -- the convention discovery and rule generation skill for Pilot Shell.

Overview

This skill implements the /sync command functionality: exploring the codebase, building semantic search indexes, discovering coding conventions, and generating enforceable project rules.

Capabilities

1. Project Exploration

  • Scan directory structure for project type identification
  • Detect language, framework, package manager
  • Identify build tools, CI/CD config, test framework
  • Map high-level architecture (monorepo, microservices, etc.)

2. Semantic Index Building

Four parallel index domains:

  • Code Index: Source files with exports, purposes, dependencies
  • Test Index: Test files with cases, fixtures, patterns
  • Config Index: Configuration files with parsed rules
  • API Index: Public interfaces, types, data models

3. Convention Discovery

  • Code style patterns (naming, structure, organization)
  • Error handling conventions
  • Testing conventions (naming, structure, assertions)
  • Git commit message conventions
  • Documentation standards
  • Language-conditional standards

4. Rule Generation

Convert conventions into enforceable rules:

{
  "id": "ts-no-any",
  "category": "coding-standards",
  "description": "Avoid 'any' type; use 'unknown' and narrow",
  "severity": "error",
  "autoFixable": false,
  "language": "typescript"
}

Rule Categories

CategoryExamples
coretask-and-workflow, testing, verification
dev-practicesdevelopment-practices, context-management
toolsresearch-tools, cli-tools
coding-standardsLanguage-specific rules (conditional)

Output Artifacts

  • artifacts/CONVENTIONS.md -- Discovered conventions
  • artifacts/SEARCH-INDEX.json -- Semantic search index
  • artifacts/RULES.md -- Generated project rules