GitHub organization
Agent skills by comet-ml
- skills
- 30
- repositories
- 3
Repositories by comet-ml
- opikDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.22k stars · 19 skills
- opik-mcpModel Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.219 stars · 10 skills
- comet-examplesExamples of Machine Learning code using Comet.ml 175 stars · 1 skill
Skills by comet-ml, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Checklist for wiring a new linter into Opik's Code Quality pipeline: the four files to edit, the silent-failure gotchas and the pass/fail verification loop. | comet-ml/ | 22k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Shows how to add product analytics events to Opik's frontend, Java backend and Python SDK, all reporting through Segment to PostHog with an opik_ name prefix. | comet-ml/ | 22k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Investigates a failed Opik end-to-end test from CI, TestOps or a local run, decides regression versus flake, and proposes a fix without editing tests. | comet-ml/ | 22k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Rules for writing PR descriptions, changelog entries and feature documentation in the Opik repository, including the exact headings that CI requires. | comet-ml/ | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Turns a code change into one committed, passing Playwright end-to-end spec by resolving the change scope and handing authoring to a companion skill. | comet-ml/ | 22k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Scaffold a brand-new Comet example in this repo from the canonical template under templates/integration-example/. | comet-ml/ | 175 | — | ~1k | Automated safety check: Pass | No licence | 1 mo ago |
| 7 | Starts, rebuilds, and troubleshoots the Opik local dev stack, including an optional Comet Platform integration mode for the Opik team. | comet-ml/ | 22k | — | ~734 | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Specifies how to instrument an opik-backend pipeline with per-stage OpenTelemetry metrics for throughput, latency, errors and queue delay by workspace. | comet-ml/ | 22k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | 9.Opik Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST). | comet-ml/ | 219 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Java conventions for the Opik backend: layered resource, service and DAO classes, naming rules, Lombok and Guice usage, and notes on MySQL, ClickHouse, migrations and testing. | comet-ml/ | 22k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | 11.Opik Compare Run a candidate against the baseline over an Opik test suite and read the numbers back — which cases broke, which got fixed, the per-metric deltas, worst rows, and whether the two runs are… | comet-ml/ | 219 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 12 | Sets the conventions for the Opik React frontend: TanStack Query for data, Zustand for shared state, one-way layer imports and a fix for Google Translate crashes. | comet-ml/ | 22k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Surface the Opik traces worth a developer's attention, ranked by signal — Diagnostics issues first, then errors, failed tool calls, latency, regressions, and low online-eval scores. | comet-ml/ | 219 | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 14 | Procedure for choosing stable selectors when building Page Object Models for the Opik E2E suite by exploring the live UI with the Playwright MCP. | comet-ml/ | 22k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Build an LLM evaluation and run it against the app, returning an Opik experiment with scores and its link. | comet-ml/ | 219 | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 16 | Developer notes for working inside the Opik Python SDK: layered design, async versus blocking calls, integration styles, batching and dependency rules. | comet-ml/ | 22k | — | ~684 | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Add Opik tracing to an existing app and verify a real trace lands. | comet-ml/ | 219 | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 18 | Guides writing Fern MDX pages for the Opik documentation site, including frontmatter, structure, components, navigation entries and release-note routing. | comet-ml/ | 22k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Improve a prompt with the Opik Agent Optimizer — resolve the prompt, a dataset, and a metric, pick the algorithm, run a bounded optimization, check the gain on held-out data, and save the winner as… | comet-ml/ | 219 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 20 | Adds end-to-end Playwright tests to the Opik suite: scopes the feature, explores the live UI, writes a page object and spec, and runs it locally until green. | comet-ml/ | 22k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | 21.Opik Verify Decide ship or hold for a candidate from the compare skill's numbers, against an explicit release policy — regressions, pass rate, safety-tagged cases, subgroup consistency, latency and cost… | comet-ml/ | 219 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 22 | Adds a screenshot-comparison test for an Opik UI page, following the project's page-object pattern and deterministic seeding rules. | comet-ml/ | 22k | — | ~8.5k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Generates a self-contained HTML diagram of a code change or architecture, with data flow, file groupings and design decisions, and a copy-as-image button for sharing. | comet-ml/ | 22k | — | ~642 | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Builds Opik tracing integrations that live outside the Opik repository, either as standalone opik-* packages or as contributions into projects such as LiteLLM or Dify. | comet-ml/ | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Builds, updates and verifies integrations inside the Opik Python and TypeScript SDKs so users can trace a framework or provider with one call. | comet-ml/ | 22k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | Measures what a ClickHouse query change actually costs, turning a suspicion that a query is slow into numbers a reviewer can act on before it merges. | comet-ml/ | 22k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Documents the Opik TypeScript SDK's layered architecture, flush and batching rules, and error-handling conventions for anyone changing code under sdks/typescript. | comet-ml/ | 22k | — | ~440 | Automated safety check: Pass | Apache-2.0 | today |
| 28 | 28.Opik Explain Root-cause a specific Opik trace, or a pattern across traces, and return a grounded explanation. | comet-ml/ | 219 | — | ~2.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 29 | Take a judge live on production traffic — create an Opik online evaluation rule (LLM-as-judge or Python metric) on a project with sampling, filters, variable mapping, and a cost cap, then confirm… | comet-ml/ | 219 | — | ~3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 30 | 30.Opik Test Turn a failing Opik trace (or a described failure) into a repeatable regression check — a test-suite item with the trace's input and one or two binary assertions — so a fix can be verified by the… | comet-ml/ | 219 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
Questions, answered from the data.
What is the best skill by comet-ml?
Add Opik Code Quality Hook from comet-ml/opik ranks first of the 30 skills by comet-ml listed here, with the highest score: its repository has 22k GitHub stars, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come Opik Analytics Instrumentation and Debugging Opik E2E Tests.
Are comet-ml's skills official?
None yet. All 30 skills by comet-ml listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.