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composiohq/langsmith-fetch

LangSmith Studio에서 실행 트레이스를 가져와 LangChain 및 LangGraph 에이전트를 디버깅합니다. 에이전트 동작 디버깅, 오류 조사, 도구 호출 분석, 메모리 작업 확인 또는 에이전트 성능 검사 시 사용하세요. 최근 트레이스를 자동으로 가져와 실행 패턴을 분석합니다. langsmith-fetch CLI가 설치되어 있어야 합니다.

langsmith-fetch란 무엇인가요?

이 스킬은 LangSmith Studio에서 실행 트레이스를 가져와 LangChain 및 LangGraph 에이전트를 디버깅하는 데 사용됩니다. 에이전트의 동작, 오류, 도구 호출, 메모리 작업 및 전반적인 성능을 분석하려는 개발자에게 유용합니다. `langsmith-fetch` CLI 도구를 기반으로 하며, 자동으로 최근 트레이스를 수집하고 실행 패턴을 분석하여 문제를 신속하게 파악할 수 있도록 돕습니다. 주로 Claude Code와 같은 AI 에이전트 플랫폼에서 사용되며, 복잡한 에이전트 워크플로우의 투명성을 높이는 데 기여합니다.

지원 대상~Claude Code~Codex CLI~Cursor
Part ofAgent Workflows
npx skills add https://github.com/composiohq/awesome-claude-skills/tree/main/skills/langsmith-fetch

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이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

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문서

langsmith-fetch은(는) 무엇을 하나요?

LangChain 및 LangGraph 에이전트를 디버깅하기 위해 LangSmith Studio에서 실행 트레이스를 가져옵니다. 에이전트 동작 디버깅, 오류 조사, 도구 호출 분석, 메모리 작업 확인 또는 에이전트 성능 검사 시 사용하세요. 자동으로 최근 트레이스를 가져와 실행 패턴을 분석합니다. langsmith-fetch CLI가 설치되어 있어야 합니다.

요구 사항

  • langsmith-fetch CLI 도구가 설치되어 있어야 합니다.
  • LangSmith API 키 또는 인증 구성이 필요할 수 있습니다.

사용 방법

  1. 에이전트 실행 중 문제가 발생하면 langsmith-fetch를 호출하여 최근 트레이스를 가져옵니다.
  2. 가져온 트레이스를 분석하여 오류, 비정상적인 도구 호출 또는 메모리 문제를 식별합니다.
  3. 필요에 따라 특정 트레이스 ID 또는 시간 범위를 지정하여 상세 정보를 확인합니다.

예시 명령어

langsmith-fetch --recent --limit 10

참고 사항

  • 이 스킬은 주로 AI 에이전트 플랫폼(예: Claude Code)에서 사용되도록 설계되었습니다.
  • 자세한 내용은 LangSmith 문서를 참조하세요.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

composiohq/artifacts-builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

composiohq/brand-guidelines

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

composiohq/canvas-design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

composiohq/changelog-generator

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

composiohq/competitive-ads-extractor

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

composiohq/connect

Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.

composiohq/connect-apps

Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.

composiohq/content-research-writer

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

composiohq/developer-growth-analysis

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

composiohq/domain-name-brainstormer

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

composiohq/file-organizer

Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.

composiohq/image-enhancer

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

composiohq/internal-comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

composiohq/invoice-organizer

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

composiohq/lead-research-assistant

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

composiohq/mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

composiohq/meeting-insights-analyzer

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

composiohq/raffle-winner-picker

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

composiohq/skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

composiohq/skill-share

A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.

관련 스킬

steipete/gemini

Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.

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steipete/gh-issues

Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.

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steipete/skill-creator

Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.

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steipete/clawhub

Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.

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steipete/coding-agent

Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.

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steipete/mcporter

List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.

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