kubeflow-pipeline-executor
SolidKubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.
Data & Documents 814 stars
53 forks Updated today MIT
Install
Quality Score: 95/100
Stars 20%
Recency 20%
Frontmatter 20%
Documentation 15%
Issue Health 10%
License 10%
Description 5%
Skill Content
# kubeflow-pipeline-executor
## Overview
Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML operations.
## Capabilities
- Pipeline definition and compilation
- Component creation and reuse
- Pipeline versioning
- Artifact tracking and lineage
- Kubernetes resource management
- Pipeline scheduling and triggering
- Caching for component outputs
- Visualization of pipeline runs
## Target Processes
- Model Training Pipeline
- Distributed Training Orchestration
- Model Deployment Pipeline
- ML Model Retraining Pipeline
## Tools and Libraries
- Kubeflow Pipelines
- KFP SDK (v2)
- Kubernetes
- Argo Workflows
## Input Schema
```json
{
"type": "object",
"required": ["action"],
"properties": {
"action": {
"type": "string",
"enum": ["compile", "run", "schedule", "list", "get-run", "delete"],
"description": "KFP action to perform"
},
"pipelinePath": {
"type": "string",
"description": "Path to pipeline definition file"
},
"pipelineConfig": {
"type": "object",
"properties": {
"name": { "type": "string" },
"description": { "type": "string" },
"parameters": { "type": "object" }
}
},
"runConfig": {
"type": "object",
"properties": {
"experimentName": { "type": "string" },
"runName": { "type": "string" },
"arguments": { "type": "object" }
}
},
"scheduleConfig": {
"type": "ob...
Details
- Author
- a5c-ai
- Repository
- a5c-ai/babysitter
- Created
- 4 months ago
- Last Updated
- today
- Language
- JavaScript
- License
- MIT
Integrates with
Related Skills
Data & Documents Featured
burpsuite-project-parser
Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy history or site map data, or analyzing HTTP traffic captured in a Burp project.
38,979 Updated today
sickn33 Data & Documents Featured
data-storytelling
Transform raw data into compelling narratives that drive decisions and inspire action.
38,979 Updated today
sickn33 Data & Documents Featured
documentation
Documentation generation workflow covering API docs, architecture docs, README files, code comments, and technical writing.
38,979 Updated today
sickn33