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Agents Observe로 Claude Code 멀티 에이전트 실행 검사

Claude Code 운영자에게 멀티 에이전트 세션, 도구 호출, 파일 활동 및 중첩된 작업 진행 상황을 실시간 대시보드로 제공하여 에이전트의 실제 동작을 기반으로 디버깅을 시작할 수 있도록 합니다.

Agents Observe로 Claude Code 멀티 에이전트 실행 검사란 무엇인가요?

이 스킬은 Claude Code의 멀티 에이전트 실행을 모니터링하고 디버깅하기 위한 실시간 대시보드를 제공합니다. 운영자는 대시보드를 통해 여러 에이전트의 세션, 도구 호출, 파일 변경 사항 및 중첩된 작업의 진행 상태를 한눈에 파악할 수 있습니다. Claude Code의 후크 이벤트를 캡처하여 로컬 서버/컨테이너에서 실행되며, Docker와 Node.js가 필요합니다. 이 도구는 에이전트가 실제로 수행 중인 작업을 시각화함으로써 디버깅을 더욱 직관적이고 효율적으로 만듭니다.

지원 대상✓Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/agents-observe-claude-code-observability
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즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

문서

Agents Observe로 Claude Code 멀티 에이전트 실행 검사은(는) 무엇을 하나요?

Claude Code 운영자에게 멀티 에이전트 세션, 도구 호출, 파일 활동 및 중첩된 작업 진행 상황을 실시간 대시보드로 제공하여 에이전트의 실제 동작을 기반으로 디버깅을 시작할 수 있도록 합니다.

사전 요구 사항

Claude Code, Docker, Node.js 및 로컬 브라우저가 필요합니다. 플러그인은 로컬 서버/컨테이너를 실행하고 Claude Code 후크 이벤트를 캡처하여 대시보드에서 검사할 수 있도록 합니다.

설치

환경에 맞는 업스트림 설치 또는 설정 경로를 사용하세요:

업스트림의 요구 사항 및 주의 사항:

  • Docker (필수 — 서버가 컨테이너로 실행됨)
  • Node.js (필수 — 후크 스크립트가 node를 통해 실행됨)
  • 호스트에 docker 또는 node가 설치되지 않은 경우 플러그인이 제대로 로드되지 않습니다.

기본 사용법 또는 시작 방법:

문서

소스

Individual skills in this repo

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

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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