implement-model-from-spec
CommunityTurn a model spec into a working Pixie tool.
AuthorAlexKapadia
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Builds a Pixie tool directly from a detailed ML model specification, enabling end-to-end training and inference workflows without requiring existing code, a paper, or a repo.
Core Features & Use Cases
- Converts architecture, training setup, hyperparameters, and the expected metric into a production-ready tool scaffold.
- Generates the training and inference paths, dependency declarations, and validation fixtures aligned with the stated reference metric.
- Use cases include rapid conversion of prose specs into repeatable tools for prototyping ML experiments and evaluating model concepts.
Quick Start
Provide a complete ML model spec and I will scaffold a Pixie tool with training and inference paths.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: implement-model-from-spec Download link: https://github.com/AlexKapadia/Pixie/archive/main.zip#implement-model-from-spec 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 510,000+ vetted skills library on demand.