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Skill v25.0.0

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ax-llm/ax/ax-cpp-agent-rlm

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PublishedOctober 2, 2026 at 05:48 AM
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name: "ax-cpp-agent-rlm" description: "Use when writing C++ code with axllm for RLM executor loops, AxCodeRuntime sessions, runtime envelopes, process runtimes, and optional runtime profiles." version: "25.0.0"


AxAgent RLM Runtime For C++

This skill helps an agent write C++ code with the generated Ax package axllm. 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: C++.
  • Package: axllm.
  • 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-quickjs, python-pyodide.

Core Pattern

cpp
auto helper = axllm::agent("question:string -> answer:string");
auto out = helper.forward(llm, { {"question", "How should I proceed?"} });

Relevant API Surface

  • Agents And RLM: axllm::agent, axllm::AxAgent, axllm::AxAgent::add_child_agent, axllm::AxAgent::streaming_forward
  • Runtime Profiles: axllm::ProcessCodeRuntime, axllm::RuntimeCapabilities, axllm::RuntimeEnvelope, javascript-quickjs, python-pyodide

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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