smithery.ai

codebase-analyzer

This skill should be used when the user asks to "initialize auto-memory", "create CLAUDE.md", "set up project memory", or runs the /auto-memory:init command. Analyzes codebase structure and generates CLAUDE.md files using the exact template format with AUTO-MANAGED markers.

First seen Mar 16, 2026

Installation

$ npx skills add https://smithery.ai

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 6,155 B
  • docs SUMMARY.md 299 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 5 installs

SKILL.md

Codebase Analyzer

Analyze project structure and generate CLAUDE.md files interactively.

Guidelines

MANDATORY: All rules below must be followed exactly. Violations produce incorrect CLAUDE.md content.

@../shared/references/guidelines.md

Algorithm

1. Check Existing CLAUDE.md

If CLAUDE.md already exists, ask the user how to handle it:

  • Migrate: Convert to auto-managed format (add markers)
  • Backup: Create CLAUDE.md.backup and generate fresh
  • Merge: Keep manual sections, add auto-managed sections
  • Cancel: Abort initialization

2. Scan Directory Structure

Detect frameworks and build systems:

  • package.json - Node.js/JavaScript
  • pyproject.toml, setup.py - Python
  • Cargo.toml - Rust
  • go.mod - Go
  • Makefile - Make-based builds
  • Dockerfile - Container builds

Extract build/test/lint commands from config files.

3. Identify Subtree Candidates

Look for framework boundaries that warrant separate CLAUDE.md files:

  • src/ with 10+ source files
  • lib/ directory
  • packages/* (monorepo packages)
  • apps/* (monorepo applications)

4. Detect Code Patterns

Analyze source files for conventions:

  • Naming: PascalCase, camelCase, snake_case usage
  • Imports: ES6 modules, CommonJS, ordering patterns
  • Architecture: Feature-based, layered, MVC patterns
  • Style: Indentation, quotes, semicolons

5. Fetch Memory Guidelines (Optional)

If network available, fetch from https://code.claude.com/docs/en/memory:

  • Use WebFetch tool
  • Extract relevant sections for context
  • Reference official guidelines above as primary source

6. Present Findings

Use AskUserQuestion to confirm:

  • Detected framework and commands
  • Suggested subtree locations
  • Detected patterns

7. Generate Memory Files

Read .claude/auto-memory/config.json to determine which files to generate based on memoryFiles:

memoryFiles value Files to generate
absent or ["CLAUDE.md"] CLAUDE.md only (full content)
["AGENTS.md"] AGENTS.md only (full content)
["CLAUDE.md", "AGENTS.md"] AGENTS.md (full content) + CLAUDE.md (redirect)

Generate full-content files using the EXACT template structure. Follow these steps precisely:

  1. Copy template skeleton - Use the appropriate template (CLAUDE or AGENTS) as the base structure
  2. Use exact marker format - See Marker Syntax section below
  3. Replace placeholders - Substitute {{PLACEHOLDER}} with detected content
  4. Include all required sections - Even if content is minimal, include the section
  5. Add MANUAL section at the end for user notes
  6. Size limits: Root 150-200 lines, Subtrees 50-75 lines

When both CLAUDE.md and AGENTS.md are configured, also generate redirect files:

  • At the root: write CLAUDE.md using CLAUDE.redirect.md.template (static pointer, no markers)
  • For each subtree that gets an AGENTS.md: write a matching CLAUDE.md redirect alongside it

Marker Syntax

CRITICAL: Use the EXACT marker format below. Do NOT use variations.

<!-- AUTO-MANAGED: section-name -->
## Section Heading

Content goes here

<!-- END AUTO-MANAGED -->

For user-editable content:

<!-- MANUAL -->
## Custom Notes

Add project-specific notes here. This section is never auto-modified.

<!-- END MANUAL -->

Common mistakes to avoid:

  • <!-- BEGIN AUTO-MANAGED: name --> - WRONG (no BEGIN prefix)
  • <!-- END AUTO-MANAGED: name --> - WRONG (no name in closing tag)
  • <!-- AUTO-MANAGED section-name --> - WRONG (missing colon)

Section Definitions

Root CLAUDE.md Sections

Generate these sections in order:

Section Name Heading Required Placeholder Content
project-description ## Overview Yes {{DESCRIPTION}} Project name, tagline, key features
build-commands ## Build & Development Commands Yes {{BUILD_COMMANDS}} Build, test, lint, run commands
architecture ## Architecture Yes {{ARCHITECTURE}} Directory tree, key files, data flow
conventions ## Code Conventions Yes {{CONVENTIONS}} Naming, imports, formatting rules
patterns ## Detected Patterns Yes {{PATTERNS}} AI-detected recurring code patterns
git-insights ## Git Insights No {{GIT_INSIGHTS}} Key commits, design decisions
best-practices ## Best Practices No {{BEST_PRACTICES}} From official Claude Code docs

Subtree CLAUDE.md Sections

Generate these sections in order:

Section Name Heading Required Placeholder Content
module-description ## Purpose Yes {{DESCRIPTION}} Module purpose and responsibility
architecture ## Module Architecture Yes {{ARCHITECTURE}} Module structure, key files
conventions ## Module-Specific Conventions Yes {{CONVENTIONS}} Module-specific rules
dependencies ## Key Dependencies Yes {{DEPENDENCIES}} Module dependencies

Templates

Reference the template files for exact structure:

CLAUDE.md Root Template

@templates/CLAUDE.root.md.template

CLAUDE.md Subtree Template

@templates/CLAUDE.subtree.md.template

AGENTS.md Root Template

@templates/AGENTS.root.md.template

AGENTS.md Subtree Template

@templates/AGENTS.subtree.md.template

CLAUDE.md Redirect Template (when both files configured)

@templates/CLAUDE.redirect.md.template

User Interactions

Use AskUserQuestion for:

  1. Existing CLAUDE.md handling (migrate/backup/merge/cancel)
  2. Subtree location confirmation
  3. Final approval before writing files

Output

After generating files, report:

  • Files created/modified
  • Sections populated
  • Any warnings or suggestions