gg: Instructions file for Codex

AGENTS.md

gg AGENTS.md is an instructions file for Codex, OpenCode from gogpu/gg. It costs 806 tokens per session, scanned A, original, MIT.

Project instructions for gg, a pure Go library for drawing two-dimensional shapes, text, images, and paths, with optional GPU acceleration. They explain how to use it in standalone programs or a graphics window.

In plain words
What is it for?
Use them when building Go programs that render 2D graphics or generate images with gg.
Why use it?
They give coding agents the library’s purpose, supported drawing approaches, and expected setup so generated code matches the project.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions AGENTS.md.

This is gogpu/gg's own configuration. It tells Codex and OpenCode how to work on gg itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything gg configures →

View source ↗ gogpu/gg
Reuse

Borrowing it

Nothing to install: this file belongs to gogpu/gg. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/gogpu/gg/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/gogpu/gg

Made for: Codex, OpenCode.

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 gg AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/gogpu/gg/agents-md/github.svg)](https://agentmods.dev/instructions/gogpu/gg/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/gogpu/gg/agents-md"><img src="https://agentmods.dev/badge/instructions/gogpu/gg/agents-md/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.

agentmods 80×15 button for gg AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/gogpu/gg/agents-md"><img src="https://agentmods.dev/badge/instructions/gogpu/gg/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 806 This file is loaded in full into every session.
When invoked 806 The same file — it is already loaded in full.
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00806 $0.00806
Opus 5.5 $0.00322 $0.00322
Sonnet 5.5 $0.00161 $0.00161
Haiku 4.5 $0.00081 $0.00081

Measured 2mo ago against content hash f6b0d2c59cea, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

gg AGENTS.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 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.

AGENTS.md · 93 lines

How it starts

The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md — gg

Pure Go 2D graphics library. Smart rasterizer, GPU acceleration, text rendering, SVG paths.

What is gg

gg is a 2D graphics library for Go — draw shapes, text, images, paths with anti-aliasing. Features a smart 6-algorithm rasterizer that auto-selects the best algorithm per path (NoAA, Analytic, SparseStrips, TileCompute, SDF, Vello PTCL). GPU acceleration via blank import.

Part of the GoGPU ecosystem — think Flutter or Qt, but Pure Go with zero CGO.

When to use gg

  • Draw 2D shapes (circles, rectangles, paths) → gg.Context
  • Render text with font shaping → cc.DrawString()
  • Generate images programmatically → gg.NewContext(w, h)
  • GPU-accelerated 2D in a gogpu window → ggcanvas.New() + import _ "github.com/gogpu/gg/gpu"

Quick Start

Standalone (CPU, no window)

import "github.com/gogpu/gg"

dc := gg.NewContext(800, 600)
dc.SetRGB(1, 0, 0)
dc.DrawCircle(400, 300, 100)
dc.Fill()
dc.SavePNG("circle.png")

With gogpu window (GPU-accelerated)

import (
    "github.com/gogpu/gg"
    "github.com/gogpu/gg/integration/ggcanvas"
    _ "github.com/gogpu/gg/gpu" // GPU SDF acceleration
)

var canvas *ggcanvas.Canvas

app.OnDraw(func(dc *gogpu.Context) {
    if canvas == nil {
        canvas, _ = ggcanvas.New(dc.GPUContextProvider(), 800, 600)
    }
    canvas.Draw(func(cc *gg.Context) {
        cc.SetRGB(1, 0, 0)
        cc.DrawCircle(400, 300, 100)
        cc.Fill()
    })
    canvas.Render(dc.RenderTarget())
})

Important: Always add _ "github.com/gogpu/gg/gpu" blank import for GPU acceleration. Without it, gg uses CPU-only rasterization.

Key Packages

Package Purpose
gg (root) Drawing context, shapes, text, images
gg/gpu GPU acceleration registration (blank import)
gg/integration/ggcanvas GPU canvas for gogpu integration
gg/scene Scene graph for retained-mode rendering

Build & Test

go build ./...
go test ./...
golangci-lint run --timeout=5m

Read the full file on GitHub · 93 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. 2mo ago First seen · 93 lines · 806 tokens per session scan A f6b0d2c59cea

Subscribe to this mod's changes

gg AGENTS.md is an instructions file published in the GitHub repository gogpu/gg (168 stars, last pushed 3d ago), licensed MIT. It adds 806 tokens to every session, about $0.0032 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 2026-09-01.

Related

gg AGENTS.md compared with instructions from other repositories

gg AGENTS.md next to 6 instructions from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
gg AGENTS.mdgogpu/ggInstructions file1683d agoMITA806Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA9,719GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143kyesterdayMITA7,461Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchainInstructions file149kyesterdayMITA4,680Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA5,516GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA3,093GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode