local-dev — community local-dev, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Ideal for AI Agent Developers needing comprehensive tracing and automated evaluations for LLM applications and RAG systems Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

comet-ml comet-ml
[0]
[0]
Updated: 3/5/2026

Agent Capability Analysis

The local-dev skill by comet-ml is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Ideal for AI Agent Developers needing comprehensive tracing and automated evaluations for LLM applications and RAG systems

Core Value

Empowers agents to debug, evaluate, and monitor their applications with production-ready dashboards, utilizing scripts like dev-runner.sh for streamlined development, and facilitating modes such as Standard and BE-only for flexible frontend and backend management

↓ Capabilities Granted for local-dev

Debugging LLM applications with comprehensive tracing
Evaluating RAG systems with automated evaluations
Monitoring agentic workflows with production-ready dashboards

! Prerequisites & Limits

  • Requires execution of scripts like dev-runner.sh
  • Dependent on specific modes like Standard or BE-only for frontend and backend functionality
Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

local-dev

Install local-dev, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

Local Development

Quick Start

bash
1./scripts/dev-runner.sh --restart   # First time / full rebuild
2./scripts/dev-runner.sh --start     # Daily start (no rebuild)
3./scripts/dev-runner.sh --stop      # Stop everything
4./scripts/dev-runner.sh --verify    # Check status

Modes

ModeCommandFrontendUse When
Standard--restartlocalhost:5174Frontend work, full-stack
BE-only--be-only-restartlocalhost:5173Backend-focused, faster rebuilds

URLs

Build Commands

bash
1./scripts/dev-runner.sh --build-be   # Backend only
2./scripts/dev-runner.sh --build-fe   # Frontend only
3./scripts/dev-runner.sh --lint-be    # Spotless
4./scripts/dev-runner.sh --lint-fe    # ESLint
5./scripts/dev-runner.sh --migrate    # DB migrations

Logs

bash
1tail -f /tmp/opik-backend.log        # Backend
2tail -f /tmp/opik-frontend.log       # Frontend (standard)
3docker logs -f opik-frontend-1       # Frontend (BE-only)

SDK Config

bash
1export OPIK_URL_OVERRIDE='http://localhost:8080'
2export OPIK_WORKSPACE='default'

Troubleshooting

Won't start:

bash
1./scripts/dev-runner.sh --verify
2lsof -i :8080                        # Port conflict?
3./scripts/dev-runner.sh --stop && ./scripts/dev-runner.sh --restart

Build fails:

bash
1cd apps/opik-backend && mvn clean install -DskipTests
2cd apps/opik-frontend && rm -rf node_modules && npm install

Database issues:

bash
1./scripts/dev-runner.sh --stop
2./opik.sh --clean                    # WARNING: deletes data
3./scripts/dev-runner.sh --restart

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is local-dev?

Ideal for AI Agent Developers needing comprehensive tracing and automated evaluations for LLM applications and RAG systems Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

How do I install local-dev?

Run the command: npx killer-skills add comet-ml/opik/local-dev. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for local-dev?

Key use cases include: Debugging LLM applications with comprehensive tracing, Evaluating RAG systems with automated evaluations, Monitoring agentic workflows with production-ready dashboards.

Which IDEs are compatible with local-dev?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for local-dev?

Requires execution of scripts like dev-runner.sh. Dependent on specific modes like Standard or BE-only for frontend and backend functionality.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add comet-ml/opik/local-dev. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use local-dev immediately in the current project.

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