Agent C++ avec axllm

Compétence pour écrire du code C++ avec axllm pour créer des agents IA, outils, MCP et plus. Inclut des exemples et garde-fous.

Spar Skills Guide Bot
DeveloppementIntermédiaire
7023/08/2026
Claude CodeCursorWindsurfCopilotCodex
#cpp#axllm#agent#mcp#ai-development

Recommandé pour


name: "ax-cpp-agent" description: "Use when writing C++ code with axllm for agents, child delegation, tools, MCP, citations, persistent playbook learning, stage instructions, runtime state, final typed responses, and direct-respond executor skipping." version: "24.0.5"

AxAgent 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

  • Create an RLM agent with tools, child agents, or MCP clients.
  • Use clarification, discovery, recall, final, or respond envelopes.
  • Require evidence citations, attach a persistent playbook, or add stage-owned actor instructions.
  • Harvest run-end failures into the playbook and observe citation or playbook updates.
  • Skip the executor stage for no-tool tasks with a distiller respond envelope (directResponse, on by default).
  • Save and restore agent runtime state around long-running tasks.

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

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
  • MCP: axllm::AxMCPClient, axllm::AxMCPStreamableHTTPTransport, axllm::AxMCPStdioTransport
  • 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.
Skills similaires