model-export-helper

Model Export Helper - Auto-activating skill for ML Deployment. Triggers on: model export helper, model export helper Part of the ML Deployment skill category.

1.00x

Quality

Does it follow best practices?

Impact

83%

1.00x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./planned-skills/generated/08-ml-deployment/model-export-helper/SKILL.md

Evaluation results

83%

Packaging a Trained Classifier for Handoff to the Deployment Team

Step-by-step export guidance with validation

Criteria

Without context

With context

Sequential steps in guide

100%

Error handling in export script

20%

Logging in export script

100%

Configurable output path

Validation step present

100%

Validation uses test input

100%

Exported format documented

75%

100%

Dependency specification

100%

Separation of concerns

62%

100%

No hardcoded credentials

100%

Guide covers all key stages

100%

86%

-6%

Deploying a Fraud Detection Model as a Production REST API

Production-ready model serving configuration

Criteria

Without context

With context

No hardcoded config

100%

Health check endpoint

100%

Model versioning metadata

11%

Request/response logging

100%

Input validation

100%

Error handling in predict path

100%

44%

Dependency file present

100%

Containerization config

100%

Model loaded once at startup

100%

Serving guide structured

100%

No credentials in code

100%

82%

Setting Up Ongoing Health Monitoring for a Deployed Credit Scoring Model

MLOps monitoring with validation against standards

Criteria

Without context

With context

Baseline reference stored

100%

Drift detection logic present

100%

Configurable thresholds

70%

100%

Sequential setup guide

100%

Alert or report output

100%

Error handling in monitor

44%

55%

Logging present

62%

37%

Performance metric tracked

100%

Validation against schema

22%

No hardcoded paths or secrets

87%

75%

Reproducible environment

100%

Repository: jeremylongshore/claude-code-plugins-plus-skills
Commit: e9f9c93

Evaluated: 27 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Packaging a Trained Classifier for Handoff to the Deployment Team Deploying a Fraud Detection Model as a Production REST API Setting Up Ongoing Health Monitoring for a Deployed Credit Scoring Model

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