AxAgent Memory And Skills For Java

Use when writing Java code with dev.axllm:ax for agent memory, recall callbacks, dynamic skill discovery, loaded-skill state, and used-skill tracking.

Install

Install only this skill for Java:

npx skills add https://ax-llm.github.io/ax/java/ --skill 'ax-java-agent-memory-skills'

Published skill file: ax-java-agent-memory-skills/SKILL.md.

Source

• Source: packages/java/skills/ax-java-agent-memory-skills/SKILL.md
• Version: 22.0.3

Skill Instructions

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

• Load memories or skill guides into an RLM agent run.
• Track which memories or skills actually influenced a turn.
• Keep recall and skill search as host callbacks rather than generated-package global state.

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

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
• 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.