comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

22kStars on the repository
33Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

architect

01

comet-ml/opik

Agent Codex

Use this agent when the user needs system design, API design, database schema changes, or architectural decisions. Triggers on requests for high-level technical design or cross-cutting concerns. Context: User planning a new feature user: "How should I design the new metrics aggregation system?" assistant: "I'll use…

22k yesterday A 285 tokens original Apache-2.0

build-fixer

02

comet-ml/opik

Agent Codex

Use this agent when builds fail and the user needs help fixing compilation errors. Triggers on Maven, npm, TypeScript, or Python build failures. Makes minimal changes to fix errors without refactoring. Context: Maven build failed user: "The build is failing, can you fix it?" assistant: "I'll use the build-fixer agent…

22k yesterday A 237 tokens original Apache-2.0

code-reviewer

03

comet-ml/opik

Agent Codex

Use this agent when the user wants code reviewed, asks for feedback on changes, or before creating a PR. Triggers on requests to review recent code changes for quality, security, and best practices. Context: User finished implementing a feature user: "Review my changes" assistant: "I'll use the code-reviewer agent to…

22k yesterday A 238 tokens original Apache-2.0

config-auditor

04

comet-ml/opik

Agent Codex

Use this agent PROACTIVELY when users create, add, or modify rules, skills, agents, or MCPs. Also triggers on explicit audit requests. Ensures configuration follows best practices and prevents bloat. Context: User wants to add a new rule user: "Add a rule for error handling" assistant: "Before adding this, I'll use…

22k yesterday A 470 tokens original Apache-2.0

planner

05

comet-ml/opik

Agent Codex

Use this agent when the user needs a detailed implementation plan for a complex feature or task. Triggers on multi-step features, refactoring efforts, or tasks with unclear scope. Context: User starting a complex feature user: "I need to implement experiment comparison functionality" assistant: "I'll use the planner…

22k yesterday A 291 tokens original Apache-2.0

test-runner

06

comet-ml/opik

Agent Codex

Use this agent when the user wants to run tests and get results. Triggers on requests to execute test suites, check test status, or investigate test failures. Can run in background. Context: User wants to run tests user: "Run the backend tests" assistant: "I'll use the test-runner agent to execute the backend test…

22k yesterday A 296 tokens original Apache-2.0

refactor-helper

07

comet-ml/opik

Agent Codex

Python code refactoring assistant. Triggers on: User: "make this better" User: "refactor this method" User: "clean up this code".

22k yesterday A 55 tokens original Apache-2.0