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Skill v25.4.3

currentLLM-judged scan90/100
ax-llm/ax/ax-go-agent-rlm

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PublishedOctober 19, 2026 at 06:44 PM
Content Hashsha256:df3489d50ce5cb4d...
Git SHA818d15b02d57
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name: "ax-go-agent-rlm" description: "Use when writing Go code with github.com/ax-llm/ax/packages/go for RLM executor loops, AxCodeRuntime sessions, runtime envelopes, process runtimes, and optional runtime profiles." version: "25.4.3"


AxAgent RLM Runtime For Go

This skill helps an agent write Go code with the generated Ax package github.com/ax-llm/ax/packages/go. Use the generated package API, examples, and manifests; do not import TypeScript-only APIs unless you are editing the TypeScript package.

When To Use

  • Wire an AxCodeRuntime or AxCodeSession implementation.
  • Use ProcessCodeRuntime or an optional runtime profile for actor-code sessions.
  • Explain that generated packages are not TypeScript transpilers; they adapt the Ax runtime contract.

Package Facts

  • Language: Go.
  • Package: github.com/ax-llm/ax/packages/go.
  • Package API docs: API.md and axir-api.json.
  • Capability manifest: axir-capabilities.json.
  • Runnable examples: examples/.
  • Real network support: yes.
  • Scripted no-key transport support: yes.
  • Runtime profiles: javascript-goja.

Core Pattern

go
helper := ax.NewAgent("question:string -> answer:string", nil)
out := helper.Forward(llm, map[string]ax.Value{"question": "How should I proceed?"}, nil)

Relevant API Surface

  • Agents And RLM: axllm.NewAgent, axllm.AxAgent, AxAgent.AddChildAgent, AxAgent.StreamingForward
  • Runtime Profiles: axllm.ProcessCodeRuntime, axllm.RuntimeCapabilities, axllm.RuntimeEnvelope, javascript-goja

Guardrails

  • Start from package examples for exact native syntax before inventing a new call shape.
  • Use provider-api examples only when the user explicitly has provider credentials available.
  • Use no-key examples for deterministic local checks and provider request mapping.
  • Treat AxIR as the source of generated package truth: if package docs disagree with source code, update the compiler and regenerate packages.
  • Do not copy repo-maintainer skills from tools/*/skills/ into user packages.
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