Individual skill

llm-app-builder

Full pipeline where an agent team collaborates to develop an LLM app. Use this skill for requests like 'build me an LLM app', 'AI app development', 'build a RAG system', 'GPT app', 'AI chatbot development', 'prompt engineering', 'LLM pipeline', 'AI assistant development', 'generative AI app', 'RAG pipeline', and other LLM-based app development tasks. Also supports prompt-only mode when only prompt design is needed. Note: LLM model training (running fine-tuning), GPU infrastructure construction, and model serving (vLLM/TGI deployment) are outside the scope of this skill.

en/41-llm-app-builder/.claude/skills/llm-app-builder/skill.md

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# LLM App Builder — LLM App Development Pipeline

An agent team collaborates to develop LLM apps through prompt engineering > RAG pipeline > evaluation > optimization > deployment.

## Execution Mode

**Agent Team** — Five agents communicate directly via SendMessage and perform cross-validation.

## Agent Composition

| Agent | File | Role | Type |
|-------|------|------|------|
| prompt-engineer | `.claude/agents/prompt-engineer.md` | Prompt design | general-purpose |
| rag-architect | `.claude/agents/rag-architect.md` | RAG pipeline | general-purpose |