Our review
Analyzes a project's tech stack and generates comprehensive Claude Code configuration files including settings, CLAUDE.md, and skill files for new or existing repositories.
Strengths
- Automates Claude Code setup, saving time.
- Discovers project-specific patterns and conventions through deep codebase analysis.
- Generates comprehensive CLAUDE.md with architecture, commands, and domain knowledge.
- Creates reusable skills like pattern-discovery and systematic-debugging tailored to the project.
Limitations
- Requires access to the project's source code and may not work well for highly unconventional or proprietary frameworks.
- Generated configuration may still require manual tweaking for complex projects.
- Does not handle monorepos with multiple independent projects very well.
Use when you are starting to work with Claude Code on a new or existing project to quickly set up a tailored configuration.
Avoid when the project already has a well-maintained Claude Code configuration or when you need a minimal setup without full analysis.
Security analysis
SafeThe skill describes generating Claude Code configuration files and does not instruct any destructive or exfiltrating actions. It only involves reading project files and writing configuration files, with no shell commands or network access. The generated settings may include bash permissions, but those are part of standard development setup and are not directly executed by the skill.
No concerns found
Examples
Set up Claude Code for this project. Analyze the tech stack and generate the .claude/ directory with CLAUDE.md, settings, and skills.I have a new React + TypeScript project. Can you set up Claude Code configuration for me?Analyze this existing Python FastAPI project and create the Claude Code configuration files.name: claude-code-starter description: Analyze a project's tech stack and generate comprehensive Claude Code configuration files (.claude/ directory with CLAUDE.md, skills, agents, rules, and commands). Use when setting up Claude Code for a new or existing repository.
Claude Code Starter
You are setting up Claude Code configuration for a project. Follow the flow below to analyze the project and generate all .claude/ configuration files.
Step 1: Detect Project Type
Check if this is a new project (empty or <3 source files) or an existing project.
For new projects, ask the user these questions:
- What are you building? (project description)
- Primary language? (TypeScript, JavaScript, Python, Go, Rust, Swift, Kotlin, Java, Ruby, C#, PHP, C++)
- Framework? (filtered by language — e.g. Next.js/React/Vue for TS/JS, FastAPI/Django/Flask for Python)
- Package manager? (filtered by language)
- Testing framework? (filtered by language, or "None")
- Linter/Formatter? (filtered by language, or "None")
- Project type? (Web App, API/Backend, CLI Tool, Library/Package, Mobile App, Desktop App, Monorepo, Other)
For existing projects, analyze the codebase:
- Read
package.json,pyproject.toml,Cargo.toml,go.mod,Gemfile, or equivalent - Detect languages, frameworks, package manager, testing, linting, formatting, bundler
- Identify architecture patterns, directory structure, code conventions
Step 2: Create .claude/settings.json
Generate settings.json with permissions based on detected stack. Example:
{
"$schema": "https://json.schemastore.org/claude-code-settings.json",
"permissions": {
"allow": [
"Read(**)", "Edit(**)", "Write(.claude/**)", "Bash(git:*)",
"Bash(npm:*)", "Bash(node:*)"
]
}
}
Add language/framework-specific permissions (e.g. Bash(cargo:*) for Rust, Bash(pytest:*) for Python).
Step 3: Generate CLAUDE.md
Perform deep codebase analysis and generate .claude/CLAUDE.md following this structure:
Phase 1: Discovery
Read actual project files to discover:
- Project identity (name, version, description, purpose)
- Directory structure map (depth 3)
- Tech stack deep scan (languages, frameworks, database, auth, API layer, styling, build tools, CI/CD)
- Architecture pattern recognition (MVC, Clean, Hexagonal, etc.)
- Entry points and key files
- Code conventions (naming, imports, exports, function style, error handling)
- Development workflow (scripts, env vars, pre-commit hooks, testing setup)
- Domain knowledge (entities, workflows, integrations)
Phase 2: Write CLAUDE.md
Using ONLY discovered information, write .claude/CLAUDE.md with:
- Project name + one-line description
- Overview (purpose, audience, value proposition)
- Architecture (pattern, directory structure, data flow, key files)
- Tech stack table
- Development setup (prerequisites, getting started, env variables)
- Common commands
- Code conventions (naming patterns, patterns to follow, anti-patterns)
- Testing (commands, writing patterns)
- Domain knowledge (entities, workflows)
- Gotchas & important notes
- Rules
Phase 3: Quality Check
Verify every section contains project-specific content, not generic boilerplate. Skip sections without real content.
Step 4: Generate Skills
Write each skill file to .claude/skills/ with YAML frontmatter (name, description, globs).
Core Skills (ALWAYS generate all 8):
-
.claude/skills/pattern-discovery.md— Analyze codebase to discover and document patterns. Include project-specific search strategies based on the actual directory structure and file patterns found. -
.claude/skills/systematic-debugging.md— 4-phase methodology: Reproduce, Locate, Diagnose, Fix. Tailor reproduction steps to the project's actual test runner and dev server commands. -
.claude/skills/testing-methodology.md— AAA pattern (Arrange, Act, Assert). Use the project's actual testing framework syntax (e.g.,describe/itfor Jest/Vitest,def test_for pytest). Include mocking patterns specific to the stack. -
.claude/skills/iterative-development.md— TDD workflow loop: write failing test → implement → verify → refactor. Use the project's actual test command and lint command. -
.claude/skills/commit-hygiene.md— Atomic commits, conventional commit format, size thresholds (±300 lines), when-to-commit triggers. -
.claude/skills/code-deduplication.md— Check-before-write principle. Search existing code before writing new code. Include project-specific glob patterns for common file types. -
.claude/skills/simplicity-rules.md— Function length limits (≤40 lines), file limits (≤300 lines), cyclomatic complexity constraints. Decomposition patterns. -
.claude/skills/security.md— .gitignore entries for the stack, environment variable handling patterns, OWASP checklist items relevant to the detected framework.
Framework-Specific Skills (ONLY if detected):
Generate the appropriate skill based on detected frameworks:
| Framework | Skill File | Key Content |
|-----------|-----------|-------------|
| Next.js | nextjs-patterns.md | App Router, Server/Client Components, data fetching, middleware |
| React (no Next.js) | react-components.md | Hooks, component patterns, state management, performance |
| FastAPI | fastapi-patterns.md | Router organization, dependency injection, Pydantic models, async |
| NestJS | nestjs-patterns.md | Modules, controllers, services, decorators, pipes, guards |
| SwiftUI | swiftui-patterns.md | Property wrappers, MVVM, navigation, previews |
| UIKit | uikit-patterns.md | View controllers, Auto Layout, delegates, MVC |
| Vapor | vapor-patterns.md | Routes, middleware, Fluent ORM, async controllers |
| Jetpack Compose | compose-patterns.md | @Composable, remember, ViewModel, navigation |
| Android Views | android-views-patterns.md | Activities, Fragments, XML layouts, ViewBinding |
| Vue/Nuxt | vue-patterns.md | Composition API, composables, Pinia, routing |
| Django | django-patterns.md | Models, views, serializers, middleware, admin |
| Rails | rails-patterns.md | MVC, ActiveRecord, concerns, service objects |
| Spring | spring-patterns.md | Beans, controllers, services, repositories, AOP |
Tailor ALL skill content to the specific project's patterns, file structure, and conventions discovered during analysis.
Step 5: Generate Agents
Write 2 agent files to .claude/agents/:
.claude/agents/code-reviewer.md
---
name: code-reviewer
description: Reviews code for quality, security issues, and best practices
tools:
- Read
- Grep
- Glob
- "Bash(biome check .)" # Use actual lint command
disallowed_tools:
- Write
- Edit
model: sonnet
---
Body: Instructions for reviewing code quality, security, naming conventions, test coverage, and adherence to project patterns.
.claude/agents/test-writer.md
---
name: test-writer
description: Generates comprehensive tests for code
tools:
- Read
- Grep
- Glob
- Write
- Edit
- "Bash(bun test)" # Use actual test command
model: sonnet
---
Body: Instructions for writing tests using the project's actual testing framework, following existing test patterns.
Step 6: Generate Rules
Write rule files to .claude/rules/:
Always Generate:
.claude/rules/code-style.md— Formatting tool, comment style, error handling, git commit conventions.
Conditional (by language):
| Language | File | YAML paths | Key Rules |
|----------|------|--------------|-----------|
| TypeScript | typescript.md | ["**/*.ts", "**/*.tsx"] | Strict mode, type annotations, import style |
| Python | python.md | ["**/*.py"] | Type hints, docstrings, import ordering |
| Swift | swift.md | ["**/*.swift"] | Access control, optionals, protocol-oriented |
| Go | go.md | ["**/*.go"] | Error handling, interfaces, package naming |
| Rust | rust.md | ["**/*.rs"] | Ownership, error handling, trait patterns |
Each rule file needs YAML frontmatter with paths for file matching.
Step 7: Generate Commands
Write 5 command files to .claude/commands/:
.claude/commands/task.md
---
allowed-tools: ["Read", "Write", "Edit", "Glob"]
description: "Start or switch to a new task"
argument-hint: "<task description>"
---
Instructions to update .claude/state/task.md with new task, set status to "In Progress".
.claude/commands/status.md
---
allowed-tools: ["Read", "Glob", "Bash(git status)"]
description: "Show current task and session state"
---
Instructions to read task.md, show git status, summarize current state.
.claude/commands/done.md
---
allowed-tools: ["Read", "Write", "Edit", "Glob", "Bash(git:*)", "Bash(bun test)"]
description: "Mark current task complete"
---
Instructions to run tests, lint, verify, update task.md status to "Done".
.claude/commands/analyze.md
---
allowed-tools: ["Read", "Glob", "Grep"]
description: "Deep analysis of a specific area"
argument-hint: "<area or file path>"
---
Instructions to perform thorough analysis of specified area.
.claude/commands/code-review.md
---
allowed-tools: ["Read", "Glob", "Grep", "Bash(git diff)"]
description: "Review code changes for quality and security"
---
Instructions to review staged/unstaged changes.
Output Summary
After generating all files, output a brief summary:
- List of files created
- Any gaps found (missing config files, unclear patterns)
- Suggested next steps
Important Guidelines
- Be specific, not generic. Every file must contain project-specific content.
- Reference real files. Use
path/to/file.ts:lineNumberformat. - Use actual commands. Reference the project's real test/lint/build commands.
- Skip what doesn't apply. Don't generate framework skills for frameworks not in use.
- Respect existing files. If
.claude/files exist, read and preserve manually-added content.
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