ahmad-ubaidillah/langchain-architecture
aizen-gate/skills-reference/.agent/skills/langchain-architecture/SKILL.md
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
tools
Updated Mar 27, 2026
$ install --global
skillsauthnpx skillsauth add ahmad-ubaidillah/aizen-gate langchain-architectureInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Mar 30, 2026, 9:43 AM56.0s14 files scanned
SKILL.md
- version:
- 4.1.0-fractal
- name:
- langchain-architecture
- description:
- Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
LangChain Architecture
Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration.
Do not use this skill when
- The task is unrelated to langchain architecture
- You need a different domain or tool outside this scope
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open
resources/implementation-playbook.md.
Use this skill when
- Building autonomous AI agents with tool access
- Implementing complex multi-step LLM workflows
- Managing conversation memory and state
- Integrating LLMs with external data sources and APIs
- Creating modular, reusable LLM application components
- Implementing document processing pipelines
- Building production-grade LLM applications
Core Concepts
🧠 Knowledge Modules (Fractal Skills)
1. 1. Agents
2. 2. Chains
3. 3. Memory
4. 4. Document Processing
5. 5. Callbacks
6. Pattern 1: RAG with LangChain
7. Pattern 2: Custom Agent with Tools
8. Pattern 3: Multi-Step Chain
9. Choosing the Right Memory Type
10. Custom Callback Handler
11. 1. Caching
12. 2. Batch Processing
13. 3. Streaming Responses
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