godot-whisper copilot-instructions.md

godot-whisper copilot-instructions.md is an instructions file for GitHub Copilot from appsinacup/godot-whisper. It costs 1,402 tokens per session, scanned A, original, MIT.

Project instructions for a Godot 4 plugin that connects the game engine to Whisper, a speech-recognition system that turns spoken audio into text.

In plain words
What is it for?
They are for building and maintaining real-time or offline speech-to-text features in Godot, including model loading, audio processing, and native extension registration.
Why use it?
They explain the plugin's C++ structure, build process, dependencies, and important files so development work follows the project's setup.

Instructions file for GitHub Copilot

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 instructions/appsinacup/godot-whisper/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/appsinacup/godot-whisper

Made for: GitHub Copilot.

Wrote this? Show the measurements

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README.md
[![agentmods](https://agentmods.dev/badge/instructions/appsinacup/godot-whisper/copilot-instructions.svg)](https://agentmods.dev/instructions/appsinacup/godot-whisper/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/appsinacup/godot-whisper/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/appsinacup/godot-whisper/copilot-instructions.svg" alt="Measured on agentmods" height="20"></a>
Per session 1,402 This file is loaded in full into every session.
When invoked 1,402 The same file — it is already loaded in full.
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 $0.01402 $0.01402
Opus 5 $0.00701 $0.00701
Sonnet 5 $0.00280 $0.00280
Haiku 4.5 $0.00140 $0.00140

Measured 3d ago against content hash cc122f31250f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

godot-whisper copilot-instructions.md 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 3d 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.

.github/copilot-instructions.md · 95 lines

How it starts

The opening of the file, as written. The whole thing — 95 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Copilot Instructions — Godot Whisper

Project Overview

Godot Whisper is a GDExtension plugin that integrates whisper.cpp into the Godot Engine for real-time and offline speech-to-text transcription. It targets Godot 4.2+ via godot-cpp.

Architecture

  • Build system: SCons (SConstruct at root). No CMake for the plugin itself.
  • Language: C++ (godot-cpp style). Source files live in src/.
  • Third-party deps are git submodules under thirdparty/:
    • whisper.cpp (v1.8.4, ggml-org/whisper.cpp) — the ML inference engine
    • godot-cpp (branch 4.2) — Godot C++ bindings
    • opencl_headers, opencl_icd_loader — OpenCL support (headers & ICD loader)
    • libsamplerate (0.1.9) — audio resampling
  • After cloning, run git submodule update --init --recursive.

Key Source Files

File Purpose
src/speech_to_text.h/.cpp Main SpeechToText node — transcription, VAD, resampling
src/resource_whisper.h/.cpp ResourceWhisper — wraps a whisper model binary
src/resource_loader_whisper.h/.cpp Custom ResourceLoader for .bin model files
src/register_types.h/.cpp GDExtension entry point — class registration
SConstruct Build script (all platforms)
include/config.h, include/build_config.h Build-time configuration

whisper.cpp v1.8.4 Layout

The submodule has a new directory structure (changed from the old monolithic layout):

  • include/whisper.h — public API header
  • src/whisper.cpp — whisper implementation
  • ggml/include/ — ggml public headers (ggml.h, ggml-cpu.h, ggml-metal.h, ggml-backend.h, …)
  • ggml/src/ — ggml core (ggml.c, ggml.cpp, ggml-backend.cpp, ggml-alloc.c, …)
  • ggml/src/ggml-cpu/ — CPU backend (+ arch/ subdirs for arm, x86, wasm, …)
  • ggml/src/ggml-metal/ — Metal backend (multiple .cpp/.m files)
  • ggml/src/ggml-opencl/ — OpenCL backend (self-contained, embedded kernels)
  • ggml/src/ggml-vulkan/ — Vulkan backend (auto-detected when glslc available)
  • ggml/src/ggml-webgpu/ — WebGPU backend (opt-in, requires Emscripten 4.0.10+)

Read the full file on GitHub · 95 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. 3d ago First seen · 95 lines · 1,402 tokens per session scan A cc122f31250f

Subscribe to this mod's changes

godot-whisper copilot-instructions.md is an instructions file published in the GitHub repository appsinacup/godot-whisper (130 stars, last pushed 1mo ago), licensed MIT. It adds 1,402 tokens to every session, about $0.0070 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 2026-09-01.

Related

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