Plugin machine-learning-ops
ML pipeline design, experiment tracking, model evaluation, training debugging, and reproducibility.
Como instalar o plugin machine-learning-ops
Execute os dois comandos dentro do Claude Code. O primeiro adiciona o marketplace uma vez; o segundo instala o plugin.
/plugin marketplace add yeaight7/agent-powerups
/plugin install machine-learning-ops@agent-powerupsO que há dentro de machine-learning-ops
15 partes lidas dos próprios arquivos do plugin.
Comandos 4
Execute como /machine-learning-ops:nome- /machine-learning-ops:evaluation-report<model_metrics_json_or_evaluation_log>
Generate a comprehensive evaluation report for a trained model, highlighting performance, baselines, and subgroup metrics.
- /machine-learning-ops:experiment-preflight<training_script_path>
Audit an ML training script or pipeline for reproducibility, tracking, and basic hygiene before a long run.
- /machine-learning-ops:leakage-check<preprocessing_script_path>
Audit data preprocessing and splitting logic for target leakage.
- /machine-learning-ops:ml-run-review
Sem descrição no arquivo.
Agentes 4
Chame como @agent-machine-learning-ops:nome- @agent-machine-learning-ops:leakage-auditorinherit
Specialized agent for detecting data leakage, train-test contamination, and temporal leakage in ML pipelines.
- @agent-machine-learning-ops:ml-experiment-reviewerinherit
Evaluates ML experiment setups for rigorous baseline comparisons, proper metric tracking, and reproducibility.
- @agent-machine-learning-ops:model-evaluation-analystsonnet
Audits evaluation code to ensure test sets are clean, metrics are appropriate for the problem, and confidence intervals are computed.
- @agent-machine-learning-ops:training-pipeline-debuggerinherit
Diagnoses and resolves training loop bottlenecks, memory leaks, vanishing gradients, and hardware underutilization.
Skills 7
Claude o carrega quando a tarefa coincide- baseline-comparison-review
Sem descrição no arquivo.
- dataset-split-review
Sem descrição no arquivo.
- experiment-tracking-review
Sem descrição no arquivo.
- ml-leakage-check
Sem descrição no arquivo.
- model-evaluation-reporting
Sem descrição no arquivo.
- reproducible-training-runs
Sem descrição no arquivo.
- training-pipeline-debugging
Sem descrição no arquivo.
Usando machine-learning-ops no Claude Code
Digite um comando em uma sessão do Claude Code:
/machine-learning-ops:evaluation-report <model_metrics_json_or_evaluation_log>
/machine-learning-ops:experiment-preflight <training_script_path>
/machine-learning-ops:leakage-check <preprocessing_script_path>Peça um agente pelo nome:
@agent-machine-learning-ops:leakage-auditor
@agent-machine-learning-ops:ml-experiment-reviewerSkills não precisam de comando. Claude as lê quando sua solicitação corresponde ao que elas descrevem.
Atualizar, desligar ou remover
- Atualizar o plugin (shell)
- claude plugin update machine-learning-ops@agent-powerups
- Atualizar o marketplace
- /plugin marketplace update agent-powerups
- Desligar por enquanto
- /plugin disable machine-learning-ops@agent-powerups
- Remover
- /plugin uninstall machine-learning-ops@agent-powerups
Perguntas sobre o plugin machine-learning-ops
Como instalo o plugin machine-learning-ops?
No Claude Code, execute /plugin marketplace add yeaight7/agent-powerups e depois /plugin install machine-learning-ops@agent-powerups.
O que o plugin machine-learning-ops inclui?
machine-learning-ops agrupa 4 comandos, 4 agents, 7 skills.
Quais comandos o plugin machine-learning-ops adiciona?
Ele adiciona /machine-learning-ops:evaluation-report, /machine-learning-ops:experiment-preflight, /machine-learning-ops:leakage-check, /machine-learning-ops:ml-run-review. Execute-os no Claude Code com o prefixo do plugin, por exemplo /machine-learning-ops:evaluation-report.
Quais agentes vêm com machine-learning-ops?
leakage-auditor, ml-experiment-reviewer, model-evaluation-analyst, training-pipeline-debugger. Chame um com @agent-machine-learning-ops:leakage-auditor.
Como eu atualizo ou removo o plugin machine-learning-ops?
Atualize-o com claude plugin update machine-learning-ops@agent-powerups no seu shell, ou pela aba Instalados de /plugin. Remova-o com /plugin uninstall machine-learning-ops@agent-powerups.
Sob qual licença o plugin machine-learning-ops está?
Apache-2.0, conforme declarado no manifesto do plugin.