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Guides building production-grade, stateful agent graphs with LangGraph: state, reducers, routing, persistence, and human-in-the-loop patterns for robust multi-n
LangGraph provides patterns and concrete examples for building stateful, production-grade AI agents using graph-based workflows. This skill teaches graph construction (StateGraph), node and edge definitions, state reducers, conditional routing, tool integration, persistence with checkpointers, and patterns for human-in-the-loop systems. It includes runnable Python examples showing ReAct-style agents, reducer-based state merging, and routing strategies for multi-agent workflows.
Use this skill when you need an agent that maintains structured state across steps, coordinates multiple tool nodes, or requires persistence and recovery. It's ideal for workflows where you must manage shared state (research pipelines, multi-step assistants), avoid infinite loops with clear exit conditions, or route requests to different sub-agents based on classification.
Primarily Python-based agent frameworks and LLM toolchains (LangGraph, LangChain, Claude/Codex-style tool bindings). The examples target Python runtimes (ChatOpenAI-like bindings) and are suitable for Claude Code, Copilot-style integrations, or custom Python agent runtimes.
This skill has not been reviewed by our automated audit pipeline yet.
Scientific Schematics & Diagrams
Generate publication-quality scientific diagrams via AI with iterative quality review and smart regeneration for journal, conference, poster, and presentation o
Writing Hookify Rules
Guides creating Hookify rule files (.claude/hookify.*.local.md) to detect patterns (dangerous commands, secrets, debug logs) and show warnings or block actions.
BRENDA Database Client
Access the BRENDA enzyme database via SOAP API to retrieve kinetic parameters, reactions, organism data, and substrate-specific enzyme information.
Hook Development for Claude Code Plugins
Guidance and patterns for creating event-driven hooks (PreToolUse, PostToolUse, Stop, SessionStart, etc.) for Claude Code plugins and projects.
ChEMBL Database Explorer
Query ChEMBL programmatically to retrieve bioactive molecule data, bioactivity measurements, targets, and perform similarity/substructure searches for drug disc
Coding Standards & Best Practices
Opinionated, language-agnostic coding standards and best practices focused on TypeScript/JavaScript/React to improve readability, safety, and maintainability.
React State Management
Practical guide to choosing and implementing modern React state solutions (Redux Toolkit, Zustand, Jotai, React Query) for local, global, and server state.
Game Design Principles
Practical game design guidance: core loop, GDD structure, player psychology, balancing, and progression patterns for prototyping and documenting games.
RWKV Architecture
Provides guidance and workflows for RWKV, a Transformer+RNN hybrid that enables linear-time inference and effectively unlimited context for long-sequence and st
Zapier & Make Patterns
Guidance and patterns for building reliable no-code automations in Zapier and Make, with anti-patterns and failure modes to avoid.
Extract Circuit Netlist Edge Features
Extract structured edge features from a bipartite circuit netlist (NetworkX MultiGraph), normalizing device/net ordering, mapping terminal colors, and detecting
Yielding Bear — Unified LLM Routing
A unified LLM routing API that automatically routes requests to the cheapest capable model across providers to reduce inference cost by ~60-80%.
Markdrop
Convert PDFs to structured Markdown or interactive HTML and generate AI-powered descriptions for images and tables using multiple LLM providers.
Sandbox0 Integration
Guidance and templates for integrating Sandbox0 sandboxing into AI agents — CLI/SDK patterns, templates, volumes, network policy, and deployment choices.
FastAPI Project Templates
Creates production-ready FastAPI project scaffolds with async patterns, DI, middleware, and testing best practices for high-performance APIs.
Unitree Robot Controller
Control and command Unitree robots (GO1/GO2/G1/H1) via OpenClaw: initialization, basic motion commands, and sensor integrations.
Alpha Forge Pre-Ship Quality Gates
Pre-merge quality gates for PRs that validate RNG determinism, forked URLs, runtime parameter ranges, and manifest synchronization to reduce review cycles.
Ip2Location IO Automation (Composio)
Automate Ip2location IO tasks via Composio's Rube MCP toolkit — discover tools, verify connections, and execute schema-compliant workflows safely.
