A command for examining and converting sound as it passes through recording equipment, sensors, software models, interfaces, datasets, or online platforms. It also considers how those stages affect what can be heard and accessed.

Use it with biosignals, field recordings, hydrophones, generated or synthetic voices, speech-to-text, voice agents, datasets, sample packs, compressed media, and sonification.

It helps document and assess the transformations introduced between an original signal and the sound people finally receive.

transduce — Command for Claude Code by sonicfieldlabs/akouo

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.

Clone the repo

git clone --depth 1 https://github.com/sonicfieldlabs/akouo

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/sonicfieldlabs/akouo/transduce/github.svg)](https://agentmods.dev/commands/sonicfieldlabs/akouo/transduce)

Your own site

<a href="https://agentmods.dev/commands/sonicfieldlabs/akouo/transduce"><img src="https://agentmods.dev/badge/commands/sonicfieldlabs/akouo/transduce/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/commands/sonicfieldlabs/akouo/transduce"><img src="https://agentmods.dev/badge/commands/sonicfieldlabs/akouo/transduce.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 683 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.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00683
Opus 5.5	$0.00000	$0.00273
Sonnet 5.5	$0.00000	$0.00137
Haiku 4.5	$0.00000	$0.00068

Measured 2mo ago against content hash a1d6161f22a2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

transduce 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 2mo ago.

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.

commands/transduce.md · 75 lines

How it starts

The opening of the file, as written. The whole thing — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/transduce

Purpose

/transduce is the mediation and conversion command. It listens to how sound is produced through microphones, sensors, codecs, models, interfaces, datasets, platforms, archives, or sonification mappings.

When To Use

Use /transduce for:

sensors and sonification
biosignals
hydrophones and contact microphones
field recording apparatus
AI audio generation
synthetic voice and voice cloning
speech-to-text outputs
voice agents and model-mediated listening workflows
datasets
sample packs
compression and platform artifacts
modular systems and interface design
degraded or restored media

Skills Called

akouo-router as an implicit planning pass that supplies the evidence inventory, risks, and forbidden assumptions the synthesis must respect
transductive-media-listening
signal-inspection-listening
critical-political-listening when mediation has institutional, colonial, platform, labor, surveillance, access, or market stakes
voice-speech-listening when the transduction chain centers voice, ASR, TTS, cloning, diarization, or voice agents
accessibility-normative-listening when mediation changes access, captions, transcript quality, intelligibility, or alternate sensory paths

Execution Order

Run transductive-media-listening to map source domain, target domain, capture, encoding, mapping, model, interface, or platform.
Run signal-inspection-listening to ground artifacts, metadata, compression, noise, and measurable traits when available.
Run voice-speech-listening when the mediation chain centers voice, ASR, TTS, cloning, diarization, or voice agents.
Run accessibility-normative-listening when the mediation chain changes captions, transcript quality, intelligibility, haptics, or alternate access paths.
Run critical-political-listening when the mediation chain has power, labor, dataset, archive, platform, access, or institutional stakes.
Synthesize what was transformed, lost, invented, amplified, compressed, or hidden.

Read the full file on GitHub · 75 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.

2mo ago First seen · 75 lines · 0 tokens per session scan A a1d6161f22a2

Subscribe to this mod's changes

transduce is a command published in the GitHub repository sonicfieldlabs/akouo (10 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 683 tokens. 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 2026-08-31.

Creative and media Data and AI

transduce next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
transducesonicfieldlabs/akouo	Command	10	2d ago	MIT	A	0	Claude Code
bootmicrosoft/PromptKit	Command	113	9d ago	MIT	A	14	GitHub Copilot
music-suno-promptfrankxai/Starlight-Intelligence-System	Command	10	yesterday	MIT	A	23	Claude Code
audit-promptOwl-Listener/ai-design-skills	Command	199	5mo ago	MIT	A	13	Claude Code
laravel-ai-sdkjpcaparas/superpowers-laravel	Command	157	4mo ago	MIT	A	27	Claude Code
vlm-ocr-evaluationscdenney/open-science-skills	Command	69	yesterday	none	A	0	Claude Code
dare-llm-integrationdewtech-technologies/dare-method	Command	5	3mo ago	MIT	A	0	Claude Code