audio-harness

audio-harness is a skill for Claude Code, Codex from Generous-Corp/pulp. It costs 414 tokens per session (21,027 once invoked), scanned A, original, MIT.

The measurement surface for ALL Pulp DSP and audio-pipeline work — read it BEFORE writing or gating DSP, not only when something already sounds wrong. Covers the C++ harness (signal generators, metrics, assertions, RenderScenario, contracts), the offline Audio Doctor (magnitude/frequency response, THD/THD+N…

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/generous-corp/pulp/audio-harness
Any agent
npx skills add Generous-Corp/pulp --skill audio-harness
Clone the repo
git clone --depth 1 https://github.com/Generous-Corp/pulp

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.

agentmods badge for audio-harness

README.md
[![agentmods](https://agentmods.dev/badge/skills/generous-corp/pulp/audio-harness.svg)](https://agentmods.dev/skills/generous-corp/pulp/audio-harness)
Your own site
<a href="https://agentmods.dev/skills/generous-corp/pulp/audio-harness"><img src="https://agentmods.dev/badge/skills/generous-corp/pulp/audio-harness.svg" alt="Measured on agentmods" height="20"></a>
Per session 414 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 21,027 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00414 $0.21027
Opus 5 $0.00207 $0.10514
Sonnet 5 $0.00083 $0.04205
Haiku 4.5 $0.00041 $0.02103

Measured today against content hash 14a9182e4fd0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

audio-harness 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 today.

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.

.agents/skills/audio-harness/SKILL.md · 1,152 lines

How it starts

The opening of the file, as written. The whole thing — 1,152 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Audio harness (observability + validation)

Pulp's agent-first way to turn "I can't hear it" / "does this sound right?" into inspectable, deterministic signal evidence — without a device, speakers, or a debugger. You are reading this skill because you need to prove, measure, debug, or regression-guard the audio a Pulp Processor emits.

Everything here is the test/tool layer, driven by pulp::format::HeadlessHost. Nothing in this skill runs on the realtime audio thread — measurements analyze buffers that have already left process(). The realtime probe path is a separate concern (see Roadmap).

It lives in two places, and the split is load-bearing:

  • tools/audio/analysis/ — the pulp::audio-analysis lib (headers under <pulp/audio/analysis/…>). The pure buffer/file analysis: metrics, assertions, artifacts, and the FFT spectrum analyzers. It knows nothing about Processor, so the shipped pulp audio validate … CLI links it directly without pulling in any test/ library.
  • test/support/ — the layers that need a Processor: signal generators, RenderScenario, contracts, and the scenario-driven Doctor wiring. Test-only; links the lib above.

The analysis target also owns the deterministic modal-extraction compiler (modal_extraction.hpp). It is offline-only: validate finite, sample-rate-qualified input, preserve recipe identity, and gate candidates with confidence/SNR/T60 evidence before emitting a ModalSpec; do not link it into realtime DSP or treat ranked candidates as host-facing parameter state.

Both use namespace pulp::test::audio, so the namespace does NOT tell you which target a symbol comes from — the include path does.

When to rope this skill in

  • "There's no sound / it sounds wrong" — render the path offline and read the facts (peak/RMS/silence/frequency/NaN) instead of guessing.
  • Building or changing a filter / oscillator / compressor / delay / sampler — state the contract and prove it (frequency response, delay time, decay, bypass-nulls).
  • A regression hunt — "64 frames is fine but 128 is silent", "changing the sample rate chipmunked it", "the test tone toggle produces nothing".
  • A DSP refactor — compare old vs new renders (exact / numeric / spectral).
  • "How distorted is this?" — THD / THD+N and a harmonic breakdown.
  • "What does this lowpass actually do at 8 kHz?" — a magnitude-response curve.
  • "What's the group delay / latency of this filter?" — a phase + group-delay curve, in samples or seconds, per frequency.

Read the full file on GitHub · 1,152 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. today First seen · 1,152 lines · 414 tokens per session scan A 14a9182e4fd0

Subscribe to this mod's changes

audio-harness is a skill published in the GitHub repository Generous-Corp/pulp (16 stars, last pushed today), licensed MIT. It adds 414 tokens to every session and 21,027 once invoked, about $0.0021 per session on Opus 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 2026-09-04.

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