All Use Cases

Claude Code setups for learning a new codebase

Land in an unfamiliar repo and ship in a week. Agents, skills, MCP servers, and how-tos that help Claude Code map architecture, surface conventions, and build the mental model you need to be useful fast — and persist what you learn to memory for the next session.

36 items across skills, agents, plugins, MCP servers, prompts, hooks, and guides.

Example prompts

Concrete things you can type into Claude Code for codebase onboarding. Each example uses a real skill, agent, slash command, hook, or MCP server listed below.

  1. Generate a CLAUDE.md for a repo you've never seen
    /init
  2. Map the top-level architecture
    Use the code-explorer agent to produce an architecture diagram and identify the top 5 modules by churn.
  3. Find where a feature is implemented
    Use the Explore subagent: 'where does auth happen and which files reference the session cookie?'
  4. Persist what you learn across sessions
    Save memories about ownership, conventions, and gotchas as you explore — they'll load on the next session.

Plugins (13)

Browse all plugins
Feature Development
Guided feature development with codebase understanding and architecture focus. A comprehensive 7-phase workflow for building features systematically with specialized agents for exploration, architecture, and review.
featuredevelopmentarchitectureofficial+1
ContextKit
Systematic development framework transforming Claude Code into a proactive development partner with structured context management (deprecated, see PlanKit)
contextframeworkdevelopmentproductivity
Codebase Documenter
Analyze a service or codebase component and create comprehensive documentation in CLAUDE.md files
documentationreadmeclaude-mdautomation+1
Ralph Autonomous Mode
Autonomous overnight coding with fresh context management. Perfect for long-running tasks that need to maintain coherence across extended sessions
autonomousovernightcontextlong-running+1
Context7
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context. Never work with outdated docs again.
documentationcontextupstashofficial
Greptile
AI code review agent for GitHub and GitLab. View and resolve Greptile's PR review comments directly from Claude Code. Natural language codebase search and intelligent code analysis.
code-reviewaigithubgitlab+2
Cursor Rules Converter
Import and convert .cursorrules files to CLAUDE.md format for seamless migration from Cursor to Claude Code
migrationcursorclaude-mdconversion+1
Claude Mem
Persistent memory system that captures coding session context, compresses observations with AI, and injects relevant history into future sessions with SQLite storage
memorycontextpersistencesqlite+1
Claude Brain
Portable memory in a single .mv2 file with no database dependencies. Rust-based core with sub-millisecond operations, git-committable and shareable
memoryportablerustcontext+1
Claude Diary
Long-term learning system that observes your activity over time and automatically updates CLAUDE.md with accumulated learnings about preferences and patterns
memorylearningclaude-mdautomation+1
Architecture Patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
architecturegoai
Health Check Endpoints
Health check endpoints for liveness, readiness, dependency monitoring. Use for Kubernetes, load balancers, auto-scaling, or encountering probe failures, startup delays, dependency checks, timeout configuration errors.
architecturekubernetesmonitoringai
Microservices Patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
architecture

MCP Servers (12)

Browse all MCP servers
Brave Search Server
Web and local search capabilities using the Brave Search API
searchwebbraveofficial
Memory Server
Persistent memory storage using a knowledge graph for long-term context retention
memoryknowledge-graphpersistenceofficial
Redis Server
Official Redis MCP server for data storage, caching, and search operations through natural language
databaserediscachesearch+1
Tavily Search
AI-optimized search engine for agents with intelligent result extraction and summarization
searchwebairesearch+1
Exa Search
Neural search engine designed for AI that understands meaning and finds precisely relevant content
searchwebaisemantic+1
Elasticsearch Server
Search, index, and analyze data in Elasticsearch clusters with natural language queries
searchelasticsearchanalyticslogging+1
Context7 Server
Provide up-to-date, version-specific library documentation directly in your prompts instead of outdated training data
documentationcontextlibrariescommunity
Pinecone Server
Manage vector databases, upsert embeddings, and perform similarity searches with Pinecone
pineconevector-databaseembeddingsai+2
Weaviate
Connect to Weaviate vector database for semantic search, knowledge base management, and RAG workflows with vector embeddings
weaviatevector-databaseembeddingsai+2
Milvus
Manage Milvus vector database collections, perform similarity searches, and handle vector embeddings for AI applications
milvusvector-databaseembeddingsai+1
ChromaDB
Interact with ChromaDB for semantic document search, metadata filtering, and persistent vector storage in RAG pipelines
chromadbvector-databaseembeddingsai+2
Qdrant
Vector search engine acting as a semantic memory layer for storing and retrieving information using natural language
vector-databaseqdrantembeddingssearch+1