skill-test
OfficialStreamline Databricks skill testing with YAML GRP
Authordatabricks-solutions
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The Skill Testing Framework centralizes Databricks skill evaluation by providing a reproducible, YAML-first workflow for generating test scaffolding, executing tests (including optional Databricks MCP), and promoting results to ground truth for reliable regression testing.
Core Features & Use Cases
- YAML-driven test definitions and a Generate-Review-Promote (GRP) pipeline to streamline skill validation.
- Interactive CLI for creating test prompts, running skills, and reviewing candidates with MLflow-backed metrics.
- Ground-truth baselines and MLflow integration to track regressions across skill versions and environments.
- Routing and trace evaluation support to validate skill activation and Claude Code behavior.
Quick Start
- Install and configure the skill-test CLI in your project (pip install -e ".test/").
- Initialize testing scaffolding for a skill with
/skill-test <skill-name> init, then run evaluations with/skill-test <skill-name> run. - Use
ground_truth.yamlandbaseline.yamlto manage regression tests and track improvements over time.
Dependency Matrix
Required Modules
python-dotenvPyYAMLmlflowdatabricks-sdk
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: skill-test Download link: https://github.com/databricks-solutions/ai-dev-kit/archive/main.zip#skill-test Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.