Skill Claude CodeCodex
Configure Deep Agent backends (StateBackend, FilesystemBackend, StoreBackend, LocalShellBackend, CompositeBackend, Sandboxes). Use when choosing storage, configuring file access, or setting up persistent state.
Skill Claude CodeCodex
Build and use the Deep Agents CLI for terminal-based coding agents. Use when creating a CLI coding agent, running Deep Agents from terminal, or building a Claude Code-like experience.
Skill Claude CodeCodex
Create Deep Agents with createdeepagent(), configure model, tools, system prompt, and run. Use when starting a new deep agent project, configuring an agent, or adding tools.
Skill Claude CodeCodex
Deploy Deep Agents as APIs or CLI tools using FastAPI, LangGraph Platform, or Docker. Use when serving the agent as an API, deploying to production, or creating a CLI interface.
Skill Claude CodeCodex
Configure human-in-the-loop approval workflows for Deep Agents. Use when requiring human approval before destructive operations like file deletion, deployment, or email sending.
Skill Claude CodeCodex
Configure persistent memory for Deep Agents using AGENTS.md and LangGraph Store. Use when the agent needs to remember context across sessions, persist learnings, or maintain long-term knowledge.
Skill Claude CodeCodex
Configure and create custom middleware for Deep Agents including logging, validation, and tool interception. Use when adding cross-cutting concerns, logging tool calls, or modifying agent behavior.
Skill Claude CodeCodex
Create and load skills (SKILL.md) in Deep Agents for contextual knowledge loading. Use when creating skills for your agent, loading documentation on-demand, or reducing token usage.
Skill Claude CodeCodex
Create and configure subagents for task delegation in Deep Agents. Use when delegating work to specialized agents, splitting complex tasks, or avoiding context bloat.
Skill Claude CodeCodex
Build multi-agent systems with LangGraph including orchestrator, subagents, routing, and delegation. Use when coordinating multiple agents, creating agent teams, or implementing orchestration workflows.
Skill Claude CodeCodex
Design REST APIs with FastAPI or Spring Boot following patterns for versioning, pagination, error handling, and documentation. Use when creating endpoints, defining API contracts, or structuring controllers.
Skill Claude CodeCodex
Implement Clean Architecture with domain, application, and infrastructure layers. Use when creating modules, organizing code in layers, separating business rules from infrastructure, or structuring a new project.
Skill Claude CodeCodex
Implement the 4 context engineering strategies (Write, Select, Compress, Isolate) for AI agents. Use when managing context windows, optimizing what an agent receives, or reducing token costs.
Skill Claude CodeCodex
Model PostgreSQL databases with migrations, indexes, and pgvector. Use when creating tables, defining schemas, writing migrations, or optimizing queries.
Skill Claude CodeCodex
Create optimized Dockerfiles with multi-stage builds, security hardening, and docker-compose for development. Use when containerizing applications, creating Dockerfiles, or configuring dev environments.
Skill Claude CodeCodex
Build evaluation frameworks for AI agents with LLM-as-judge, rule-based evals, and golden datasets. Use when testing agents, evaluating RAG quality, or creating compliance benchmarks.
Skill Claude CodeCodex
Implement short-term, medium-term, and long-term memory for AI agents using LangGraph Store and checkpointers. Use when agents need to remember past interactions, persist state, or learn from previous executions.
Skill Claude CodeCodex
Create and optimize system prompts for AI agents following context engineering best practices. Use when writing prompts, improving existing prompts, or creating agent instructions.
Skill Claude CodeCodex
Build complete RAG pipelines with ingestion, chunking, embedding, indexing, and retrieval using LangChain + pgvector. Use when implementing semantic search, answering questions over documents, or creating retrieval systems.
Skill Claude CodeCodex
Implement testing strategies with unit, integration, and e2e tests using Pytest or JUnit. Use when writing tests, defining test strategy, or improving test coverage.
Skill Claude CodeCodex
Create and manage Git branches following the organization's branching strategy. Use when creating branches, starting features, managing releases, or organizing Git workflow.
Skill Claude CodeCodex
Review code following organization standards for quality, security, and patterns. Use when reviewing a PR, evaluating code quality, or when a developer asks for a review.
Skill Claude CodeCodex
Generate commit messages following Conventional Commits standard. Use when committing changes, creating commit messages, staging files, or finishing a task.
Skill Claude CodeCodex
Preprocess data with Pandas and NumPy including cleaning, transformation, and exploratory analysis. Use when you need to clean data, run EDA, validate schemas, or prepare datasets for ML pipelines.