agent-platform-eval-flywheel
agent-platform-eval-flywheel is an agent skill published by google, listed under training models. It lives in the google/skills repository, which has 21,580 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-08.
Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Requires credentials for Google Cloud access.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads google/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add google/skills
What it connects to
Unverified means a mention in the skill’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when generating synthetic user scenarios, evaluating an agent or model, building an eval dataset, picking or writing evaluation metrics, analyzing failures, comparing results before and after a fix, or when guidance is needed on Agent Platform eval methodology — including dataset schema, LLM-as-judge scoring, and common failure causes. For fine-tuning, use agent-platform-tuning. For general production deployment, use agent-platform-deploy.
agent-platform-eval-flywheel compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| agent-platform-eval-flywheel (this page) | Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel met… | 21,580 | 2026-10-25 | |
| agent-platform-tuning(same repository) | Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform… | 21,580 | 2026-10-25 | |
| agent-platform-tuning-management(same repository) | Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs. Don'… | 21,580 | 2026-10-25 | |
| gemini-live-api(same repository) | Generates a Gemini LiveAPI client service class in the user's chosen programming language. Use when the user… | 21,580 | 2026-10-25 | |
| hf-cloud-sagemaker-deployment-planner | huggingface | Plan and coordinate the deployment of a model to Amazon SageMaker AI. Use this skill whenever the user wants… | 11,213 | 2026-10-23 |
| hf-cloud-serving-image-selection | huggingface | Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this sk… | 11,213 | 2026-10-23 |
| huggingface-llm-trainer | huggingface | Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with… | 11,213 | 2026-10-23 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about agent-platform-eval-flywheel
- What does agent-platform-eval-flywheel do?
- Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Requires credentials for Google Cloud access.
- How do I install agent-platform-eval-flywheel?
- Run npx skills add google/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes agent-platform-eval-flywheel?
- google.
- Is agent-platform-eval-flywheel maintained, and what licence does it use?
- Its repository has 21,580 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-25. The repository declares the Apache-2.0 licence.
More agent skills for training models
- ai-image-generationby 101-skills
- flux-imageby 101-skills
- p-imageby 101-skills
- firecrawl-knowledge-baseby firecrawl
- agent-platform-tuningby google
- agent-platform-tuning-managementby google