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ax-java-agent-rlm

Use when writing Java code with `dev.axllm:ax` for RLM executor loops, AxCodeRuntime sessions, runtime envelopes, process runtimes, and optional runtime profiles.

Informations de source

Dépôt
ax-llm/ax
Dernière activité de la source
11 octobre 2026 à 08:42
Langue détectée de SKILL.md
anglais
Étoiles
2 965
Forks
196

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SKILL.md
Instructions source · Aperçu en lecture seule
name
ax-java-agent-rlm
description
Use when writing Java code with `dev.axllm:ax` for RLM executor loops, AxCodeRuntime sessions, runtime envelopes, process runtimes, and optional runtime profiles.
version
25.3.0
# AxAgent RLM Runtime For Java This skill helps an agent write Java code with the generated Ax package `dev.axllm:ax`. 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: Java. - Package: `dev.axllm:ax`. - 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 ```java AxAgent helper = Ax.agent("question:string -> answer:string", java.util.Map.of()); var out = helper.forward(llm, java.util.Map.of("question", "How should I proceed?")); ``` ## Relevant API Surface - Agents And RLM: `Ax.agent`, `AxAgent`, `AxAgent.addChildAgent`, `AxAgent.streamingForward` - Runtime Profiles: `ProcessCodeRuntime`, `RuntimeCapabilities`, `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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