gg AGENTS.md

AGENTS.md instructions for gogpu/gg, covering agents.md — gg, what is gg, when to use gg, quick start and standalone (cpu, no window).

Instructions file for CodexOpenCode

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/gogpu/gg/agents-md
Clone the repo
git clone --depth 1 https://github.com/gogpu/gg

Made for: Codex, OpenCode.

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. 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 $0.00806 $0.00806
Opus 5 $0.00403 $0.00403
Sonnet 5 $0.00161 $0.00161
Haiku 4.5 $0.00081 $0.00081

Measured yesterday against content hash f6b0d2c59cea, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 yesterday.

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. yesterday 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 (159 stars, last pushed 2d ago), licensed MIT. It adds 806 tokens to every session, about $0.0040 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.