ax-rust-playbook

Create Rust playbooks for Ax programs using axllm package API.

2.9k|186|Updated Feb 23, 2023
One-click install
npx skills add https://github.com/ax-llm/ax --skill ax-rust-playbook
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ax-rust-playbook
Source: https://github.com/ax-llm/ax/tree/main/website/static/rust/.well-known/agent-skills/ax-rust-playbook
Command: npx skills add https://github.com/ax-llm/ax --skill ax-rust-playbook

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you create, refine, and ship evolving playbooks for Rust programs built with axllm, so agents can improve their task knowledge without manual rewrites.

Core Features & Use Cases

  • Playbook Creation: Start a structured playbook for a Rust Ax program and attach it to the program context.
  • Online and Offline Refinement: Improve the playbook from live feedback or labeled examples to capture better decision-making over time.
  • Rendering and Persistence: Turn a playbook into a usable program context artifact that can be stored and reused.
  • Use Case: Build a Rust agent that learns from past runs, updates its working guidance, and reuses the improved playbook in future executions.

Quick Start

Use this skill to generate or refine a Rust Ax playbook for your program, then render it into the context you want to ship.

Frequently Asked Questions about ax-rust-playbook

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

FAQPage Schema
How do I create and evolve a playbook for a Rust Ax program?

To create a Rust Ax playbook, you structure task guidance and attach it to program context, then refine it using live feedback or labeled examples to improve agent decision-making over time.

What is context engineering for Rust agents and when do I need it?

Context engineering for Rust agents involves building and rendering playbooks into program context artifacts so agents can reuse improved task knowledge without manual rewrites across executions.

Do I need the axllm package API to build Rust playbooks?

Yes, building Rust Ax playbooks requires the axllm package API, optimizer flows, and package examples to ensure native syntax and deterministic no-key validation during playbook creation and refinement.

Can I update an agent's playbook from live feedback and offline examples?

Yes, you can apply online refinement from live feedback and offline updates from labeled examples to capture better decision-making and evolve the playbook for future Rust Ax program runs.

What's the best way to render a Rust playbook into program context?

The best way to render a Rust playbook is to turn it into a usable program context artifact that can be stored, persisted, and reused in subsequent agent executions without manual intervention.