ax
Build typed LLM agents, flows, and optimizers in any language
All Skills in This Repository (94)
Pure Emerald Level Indicators
ax-llmwebsite-md-language-docs
Synchronize Ax website language documentation with repository truth.
ax-llmaxir-language-backend
Implement and verify generated Ax language backends across Python, Java, C++, Go, and Rust.
ax-llmax-go-ai
Write Go provider clients and model-routing code for AxAI.
ax-llmax-go-refine
Refine Go Ax generation workflows with evaluator feedback and optimizer APIs.
ax-llmax-go-flow
Builds Go flow graphs and nested programs using Ax's generated package syntax and examples.
ax-llmax-go-signature
Generate Go signatures and JSON schemas for Ax-generated package code.
ax-llmax-go-playbook
Build and evolve Ax Go playbook context from live feedback or labeled examples.
ax-llmax-go-agent
Build Go agents using the generated Ax package API.
ax-llmax-go-agent-observability
Inspect Ax Go agent traces, usage, runtime envelopes, action logs, and replay state.
ax-llmax-go-agent-rlm
Implement Go runtime integrations for Ax code execution loops and agent sessions.
ax-llmax-go-agent-memory-skills
Implement Go agent memory workflows with recall callbacks and skill tracking.
ax-llmax-go-agent-optimize
Optimize Ax agents and Go components with BootstrapFewShot or GEPA.
Frequently Asked Questions
FAQPage SchemaHow to install Ax skills?▼
Run `npx skills add ax-llm/ax --all -g -y` in your terminal to install the full Ax skill suite globally for your AI agent.
What is the Ax framework?▼
Ax is a DSPy-style framework for building LLM applications with typed signatures, structured outputs, agents, workflows, and automatic prompt optimization. It ships as one programming model compiled to TypeScript, Python, Java, C++, Go, and Rust.
Which LLM providers does Ax support?▼
Ax works with OpenAI, Anthropic, Google Gemini, Azure, DeepSeek, Mistral, Cohere, Grok, and OpenAI-compatible endpoints through named deployment profiles. You switch providers by changing one name, without rewriting your code.
Can AI agents write Ax code for me?▼
Yes. These skills teach your AI agent the correct Ax patterns for signatures, agents, flows, MCP tools, audio, and GEPA optimization in each supported language. Your agent generates working, idiomatic code from plain-English requests.
Does Ax support prompt optimization?▼
Yes. Ax includes GEPA and BootstrapFewShot optimizers that tune prompts, instructions, and demos against your own metrics and evaluation data. Optimized artifacts can be saved, shared, and reapplied across all supported languages.
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