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ax-python-signature

Create typed Ax signatures for Python structured outputs with JSON Schema generation.

2.9k|186|Updated Feb 23, 2023
Search Tags:#python#validation#tools#signatures#json-schema#axllm
One-click install
npx skills add https://github.com/ax-llm/ax --skill ax-python-signature
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ax-python-signature
Source: https://github.com/ax-llm/ax/tree/main/website/static/python/.well-known/agent-skills/ax-python-signature
Command: npx skills add https://github.com/ax-llm/ax --skill ax-python-signature

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you write Python code for Ax signatures without guessing the right shapes for inputs, outputs, prompts, and tool arguments.

Core Features & Use Cases

  • Define typed contracts for structured generation, validation, and schema export in axllm.
  • Build field descriptors and output schemas for agents, tools, and application checks.
  • Use it when porting Ax examples into Python, wiring JSON-schema-compatible outputs, or keeping generated-language code aligned with the package API.

Quick Start

Ask for a Python example that uses axllm signatures to define a typed input-output contract and produce a JSON Schema output shape.

Frequently Asked Questions about ax-python-signature

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I define typed signatures for structured JSON Schema outputs in Python?▼

Typed signatures for structured JSON Schema outputs in Python are defined using field descriptors to build input-output contracts, which the system then compiles into validated JSON Schema shapes for agent workflows.

How do I create typed tool argument shapes for axllm workflows using Python?▼

Typed tool argument shapes for axllm workflows are created by defining field descriptors within Python signatures, generating validated argument schemas that align with the native package API rather than TypeScript-only helpers.

What is the best way to validate structured generation outputs in axllm?▼

Validating structured generation outputs in axllm is best handled by writing typed Python signatures that enforce field-level constraints, producing schemas that automatically validate generated content against the defined contract.

Can I use Python to generate AxIR-backed manifests and examples for axllm signatures?▼

Python can generate AxIR-backed manifests and examples for axllm signatures by leveraging native package APIs to define typed contracts, ensuring all validation logic and schema generation remain Python-native.

Does axllm support porting TypeScript signature definitions directly into Python?▼

Porting signature definitions into Python requires avoiding TypeScript-only helpers and instead using native axllm package APIs to rebuild field descriptors and JSON Schema generation for Python structured outputs.

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