Skip to content
Automation
Skill

/codebase-sync

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

From plugin
babysitter
1.8k200 skills3 agents21 commands1 MCP
Install
$ npx -y skills add a5c-ai/babysitter --skill codebase-sync --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/codebase-sync

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

codebase-sync.SKILL.md
name: codebase-sync
description: Convention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.
allowed-tools: Bash(*) Read Write Edit Glob Grep
metadata:
  author: babysitter-sdk
  version: "1.0.0"
  category: pilot-shell-sync
  attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
graph:
  domains: [domain:software-engineering]
  skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop]
  workflows: [workflow:feature-development]
  topics: [topic:developer-experience]
  roles: [role:tech-lead, role:backend-engineer]
  • 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

| Category | Examples | |----------|---------| | **core** | task-and-workflow, testing, verification | | **dev-practices** | development-practices, context-management | | **tools** | research-tools, cli-tools | | **coding-standards** | Language-specific rules (conditional) |

Output Artifacts

  • `artifacts/CONVENTIONS.md` -- Discovered conventions
  • `artifacts/SEARCH-INDEX.json` -- Semantic search index
  • `artifacts/RULES.md` -- Generated project rules
Read more
Ships withbabysitter

Enforce obedience on agentic workforces. Manage extremely complex workflows through deterministic, hallucination-free self-orchestration.

Get the whole plugin

Other skills on babysitter.