skill_implementation

A workflow for implementing the digital signal processing, or DSP—the code that changes or generates audio—in a plug-in. It reads the project’s parameter specification and status before working in the processor source files.

In plain words
What is it for?
Use it to build the plug-in’s audio processing and connect its controls to DSP behavior.
Why use it?
It ensures audio behavior is implemented only after the architecture and interface planning are complete.

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/noizefield/audio-plugin-coder/skill_implementation
Any agent
npx skills add Noizefield/audio-plugin-coder --skill skill_implementation
Clone the repo
git clone --depth 1 https://github.com/Noizefield/audio-plugin-coder

Made for: Claude Code, Codex.

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,437 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 95% copy Near-identical to another mod 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 $0.00000 $0.07437
Opus 5 $0.00000 $0.03719
Sonnet 5 $0.00000 $0.01487
Haiku 4.5 $0.00000 $0.00744

Measured 2d ago against content hash 19e57b8afe2c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

skill_implementation 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 2d 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.

Origin

This is a copy

95% identical to impl — 135 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agent/skills/skill_implementation/SKILL.md · 977 lines

How it starts

The opening of the file, as written. The whole thing — 977 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SKILL: DSP IMPLEMENTATION

Goal: Implement audio processing where parameters control DSP Focus: PluginProcessor.h, PluginProcessor.cpp Output Location: $PluginPath/Source/


📊 PHASE 4: CODE (DSP Implementation)

Trigger: /impl [Name] (after DESIGN phase complete) Input: Reads $PluginPath/status.json and .ideas/parameter-spec.md Prerequisites: Architecture plan complete, UI framework selected

State Validation:

# Import state management module
. "$PSScriptRoot\..\scripts\state-management.ps1"
$PluginPath = Get-ApcPluginPath -PluginName $PluginName

# Validate prerequisites
if (-not (Test-PluginState -PluginPath $PluginPath -RequiredPhase "design_complete" -RequiredFiles @(".ideas/architecture.md", ".ideas/plan.md"))) {
    Write-Error "Prerequisites not met. Complete design phase first."
    exit 1
}

# Check framework selection
$state = Get-PluginState -PluginPath $PluginPath
if ($state.ui_framework -eq "pending") {
    Write-Error "UI framework not selected. Cannot proceed with implementation."
    exit 1
}
Write-Host "Framework: $($state.ui_framework)" -ForegroundColor Cyan

🎨 PHASE 4.0: DESIGN-TO-FRAMEWORK CONVERSION (CRITICAL - BEFORE DSP CODE)

IMPORTANT: This phase converts the approved design specifications into framework-specific code. User must approve the conversion before DSP implementation begins.

Framework Routing:

  • If ui_framework == webview: use templates from templates/webview/
  • If ui_framework == visage: use templates from templates/visage/ and do not generate HTML

4.0.1 Read Approved Design

  • Read Design/v[N]-ui-spec.md (latest approved version)
  • Read Design/v[N]-style-guide.md (latest approved version)
  • Read .ideas/parameter-spec.md for parameter definitions

4.0.2 Framework-Specific Conversion

For WebView Framework: Convert the approved design specs into production JUCE WebView code.

Create the required directory structure:

$PluginPath/Source/ui/
└───public/
    │   index.html          # Production UI based on approved design - ALL CSS/JS inline (webview-008)
    │   test-local.html     # Browser-test copy of index.html

Read the full file on GitHub · 977 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. 2d ago First seen · 977 lines · 0 tokens per session scan A 19e57b8afe2c

Subscribe to this mod's changes

skill_implementation is a skill published in the GitHub repository Noizefield/audio-plugin-coder (313 stars, last pushed 7d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 7,437 tokens. A static security scan graded it A with 0 findings. It is 95% identical to impl, differing in 135 lines, and is treated as a copy.

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