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Generate Agent

Category: Engineering  ·  Sub-category: backend  ·  Last updated:
lang:pythontype:generator
LangGraph ReAct(추론 → 도구 호출 → 재추론) 패턴 기반 FastAPI 도구 호출 챗봇/에이전트 서버 자동 생성. `chatbot`(추론) ↔ `tools`(ToolNode 실행) 순환 그래프, `MemorySaver` 체크포인터(`session_id` → `thread_id`) 기반 세션별 대화 이력, 도메인 조회 도구 2개 이상, 도구 결과가 전부 정보 없음일 때 LLM 재호출 없이 고정 문구로 답하는 `route_after_tools` 가드레일까지 포함한 완전한 스캐폴딩. Trigger when: 챗봇 서버 만들기, 에이전트 서버 만들기, LangGraph, LangChain ReAct 패턴, tool calling/도구 호출 에이전트, 세션 기반 대화 이력, FAQ 봇, 상담 챗봇, 사내 QA 봇, "정보 없으면 모른다고 답변" 같은 가드레일/폴백 요청, RAG 대신 정형 데이터(JSON/DB) 조회로 답하는 챗봇. Use this skill whenever the user wants to build any kind of tool-calling / agentic chatbot backend, even if they don't explicitly say "generate-agent", "LangGraph", or "ReAct".
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From the source SKILL.md

LangGraph의 ReAct(추론 → 도구 호출 → 결과 반영 재추론) 패턴으로 동작하는 FastAPI 챗봇/에이전트 서버를 생성합니다. 옥외광고 지도 서비스 챗봇 프로젝트를 구현·검증하며 정리한 패턴이며, 도메인만 바꾸면 어떤 "정형 데이터 조회형 챗봇" 에도 그대로 적용됩니다(FAQ 봇, 사내 정책 봇, 상품/재고 조회 봇 등).

What this skill does

Generate Agent is a community-contributed Claude Code skill in the backend sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/generate-agent/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Generate Agent Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 161,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/generate-agent
curl -L https://claudskills.com/skills/generate-agent/SKILL.md \
  -o ~/.claude/skills/generate-agent/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/generate-agent/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/generate-agent/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\generate-agent\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Generate Agent Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/generate-agent/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Generate Agent skill do?
LangGraph ReAct(추론 → 도구 호출 → 재추론) 패턴 기반 FastAPI 도구 호출 챗봇/에이전트 서버 자동 생성. `chatbot`(추론) ↔ `tools`(ToolNode 실행) 순환 그래프, `MemorySaver` 체크포인터(`session_id` → `thread_id`) 기반 세션별 대화 이력, 도메인 조회 도구 2개 이상, 도구 결과가 전부 정보 없음일 때 LLM 재호출 없이 고정 문구로 답하는 `route_after_tools` 가드레일까지 포함한 완전한 스캐폴딩. Trigger when: 챗봇 서버 만들기, 에이전트 서버 만들기, LangGraph, LangChain ReAct 패턴, tool calling/도구 호출 에이전트, 세션 기반 대화 이력, FAQ 봇, 상담 챗봇, 사내 QA 봇, "정보 없으면 모른다고 답변" 같은 가드레일/폴백 요청, RAG 대신 정형 데이터(JSON/DB) 조회로 답하는 챗봇. Use this skill whenever the user wants to build any kind of tool-calling / agentic chatbot backend, even if they don't explicitly say "generate-agent", "LangGraph", or "ReAct".
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Generate Agent skill?
Use Generate Agent when your Claude Code task falls under the Engineering category — specifically in the backend area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Generate Agent" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Generate Agent skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Generate Agent is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
auraworks. (2026). Generate Agent [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/generate-agent/
BibTeX
@misc{generate-agent-2026,
  author    = {auraworks},
  title     = {Generate Agent [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/generate-agent/}
}

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Grade A · scanned 2026-07-26 — free static scan against the OWASP Agentic Skills Top 10.

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