ax-cpp-llm

# Ax For C++ Use this entry point when working with `axllm`. Read the guides relevant to the task before writing code. The guides are bundled locally; no additional skill installation is needed. Load more guides when a task crosses into another area. ## Choose A Guide | Task | Read | | --- | --- | | Start a program, choose native factories, or find package docs and examples | [Quick reference](references/quickstart.md) | | provider clients and model routing | [AxAI Providers](references/ax-cpp-ai.md) | | decision signatures and native questions | [Typesafe / Jev](references/ax-cpp-typesafe.md) | | audio and realtime provider mappings | [Ax Audio And Realtime](references/ax-cpp-audio.md) | | signatures, fields, schemas, and validation | [Ax Signatures](references/ax-cpp-signature.md) | | structured generation and tools | [AxGen Structured Generation](references/ax-cpp-gen.md) | | RLM agents and tools | [AxAgent](references/ax-cpp-agent.md) | | runtime sessions and actor-code execution | [AxAgent RLM Runtime](references/ax-cpp-agent-rlm.md) | | memory, recall, and dynamic skill loading | [AxAgent Memory And Skills](references/ax-cpp-agent-memory-skills.md) | | traces, logs, usage, and diagnostics | [AxAgent Observability](references/ax-cpp-agent-observability.md) | | agent evaluation and optimization artifacts | [AxAgent Optimize](references/ax-cpp-agent-optimize.md) | | choosing context maps, policy, optimization, and recall | [AxAgent Context Selection](references/ax-cpp-agent-context.md) | | workflow graphs and orchestration | [AxFlow](references/ax-cpp-flow.md) | | Pareto optimization and prompt evolution | [Ax GEPA](references/ax-cpp-gepa.md) | | evolving context playbooks | [Ax Playbook](references/ax-cpp-playbook.md) | | candidate improvement and evaluation feedback | [Ax Refinement Patterns](references/ax-cpp-refine.md) | For an agent with persistent recall, read the agent and memory guides. For a provider-backed workflow, read the AI, generation, and flow guides. ## Essential Conventions - Use this language's native package API and examples; TypeScript call shapes are not interchangeable. - Check the installed package version against the guide version before using an API from another release. - Start with a focused guide. Use the package's `API.md`, `axir-api.json`, and `axir-capabilities.json` for exact signatures and supported surfaces. - Specialist skills remain optional when separate skill entries are useful.