Agent skill · software engineering · jeremylongshore
model-pruning-helper
Assist with model pruning helper operations. Auto-activating skill for
Why this skill is useful
Adds specific commands and configurations for model pruning that the AI wouldn't reliably generate on its own.
What it needs
Requires bash, grep installed locally. About 1k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Model Pruning Helper Overview This skill provides automated assistance for model pruning helper tasks within the ML Deployment domain. When to Use This skill activates automatically when you: Mention "model pruning helper" in your request Ask about model pruning helper patterns or best practices Need help with machine learning deployment skills covering model serving, mlops pipelines, monitoring, and production optimization. Instructions 1. Provides step-by-step guidance for model pruning helper 2. Follows industry best practices and patterns 3. Generates production-ready code and configurations 4. Validates outputs against common standards Examples Example: Basic Usage Request: "Help me with model pruning helper" Result: Provides step-by-step guidance and generates appropriate configurations Prerequisites Relevant development environment configured Access to necessary tools and services Basic understanding of ml deployment concepts Output Generated configurations and code Best practice recommendations Validation results Error Handling Error Cause Solution ------- ------- ---------- Configuration invalid Missing required fields Check documentation for required parameters Tool not found Dependency not installed Install required tools per prerequisites Permission denied Insufficient access Verify credentials and permissions Resources Official documentation for related tools Best practices guides Community examples and tutorials Related Skills Part of the ML Deployment skill category. Tags: mlops, serving, inference, monitoring, production
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/model-pruning-helper