ax-java-audio

ax-java-audio is a skill for Claude Code, Codex from ax-llm/ax. It costs 40 tokens per session (1,131 once invoked), scanned A, original, Apache-2.0.

A Java coding guide for using the dev.axllm:ax package with spoken audio, speech-to-text, and live conversation events. It covers provider interfaces and examples.

In plain words
What is it for?
Use it to map audio and transcription data, fold realtime events, and write Java examples for supported AI providers.
Why use it?
It helps avoid incorrect APIs and keeps credential-requiring provider calls separate from examples that can run without keys.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to map audio and transcription data, fold realtime events, and write Java examples for supported AI providers.

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Install with agentmods
npx agentmods add skills/ax-llm/ax/ax-java-audio
About the project

Ax is a TypeScript-first programming framework for building applications with large language models through typed generation, agents, workflows, and optimization tools. It is intended for developers who want one model for LLM programs across TypeScript, Python, Java, C++, Go, Rust, and other runtimes.

ax-llm/ax · 2,967 stars · on GitHub · axllm.dev

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ax-llm/ax --skill ax-java-audio
Clone the repo
git clone --depth 1 https://github.com/ax-llm/ax

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,131 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00040 $0.01131
Opus 5.5 $0.00016 $0.00452
Sonnet 5.5 $0.00008 $0.00226
Haiku 4.5 $0.00004 $0.00113

Measured yesterday against content hash 4cb2391b3d23, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ax-java-audio scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

packages/java/skills/ax-java-audio/SKILL.md · 55 lines

How it starts

The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ax Audio And Realtime 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

  • Map speech, transcription, or realtime events through the generated provider surface.
  • Use no-key examples for event folding and provider request mapping.
  • Keep live provider calls behind explicit credentials and provider-api examples.

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

import dev.axllm.ax.*;

var llm = Ax.ai("openai", java.util.Map.of("apiKey", System.getenv("OPENAI_API_KEY")));

Speech And Audio Fields

  • speak() returns TypeScript's speech result keys: data (base64 audio), format, mimeType, transcript (the spoken text), and sampleRate / channels when the mime type gives them. The older keys audio, mime_type, and sample_rate are removed.
  • As in TypeScript, a binary speech body's Content-Type is its mimeType (else the format's mime type), and a JSON body (by its Content-Type) is read from audio_data, audioData, data, audio.data, output.audio.data, or a Gemini part's inline data. A JSON body with a bare string under audio, or without an audio data field, raises TypeScript's error.
  • Speak requests match TypeScript: OpenAI defaults to gpt-4o-mini-tts with the alloy voice, sends a { id } voice by its id, sends speed when set, and asks for pcm when the format is pcm16; Mistral defaults to voxtral-mini-tts-2603 and sends the voice as voice_id; Grok sends speed when set.
  • The renderer calls AiClient.speak(request, options): AxAIService clients speak, and a client without speech throws UnsupportedOperationException.
  • An AxGen audio output field becomes speech with the renderAudio / render_audio option (see the gen skill): the field then holds the speak() result, with the spoken text as its transcript.
  • An agent's audio output fields render the same way when renderAudio / render_audio is set on the agent, its responderOptions, or the forward call (the call's wins); as in TypeScript, the responder's speak() request takes the forward call's speech or responderOptions.speech, not a top-level speech option.
  • An audio input that is a string, or an audio object with a string transcript (a rendered audio output), reaches the model as text. Audio without a transcript goes as an audio part with only its format (wav when it has none) and data.

Read the full file on GitHub · 55 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday Changed 4cb2391b3d23
  2. 3d ago Changed c17372f50162
  3. 5d ago Changed 95def237733d
  4. 8d ago Changed d6e106104e74
  5. 9d ago Changed 3ff1dcf6e3d7
  6. 10d ago Changed b826471ebbb0
  7. 16d ago Changed 8732747f044a
  8. 19d ago Changed · +10 lines 98929489758e
  9. 21d ago Changed 73852498c67d
  10. 24d ago First seen · 45 lines · 40 tokens per session scan A 7f64b7b9e06c

Subscribe to this mod's changes

ax-java-audio is a skill published in the GitHub repository ax-llm/ax (2,967 stars, last pushed 2d ago), licensed Apache-2.0. It adds 40 tokens to every session and 1,131 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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