What is Rapid-MLX AGENTS.md?

Project instructions for Rapid-MLX that describe its engineering team, working model, required task lifecycle, and durable project knowledge. Rapid-MLX is the local model server referenced by the project.

Use them when planning, implementing, documenting, or reviewing work in the Rapid-MLX codebase.

They give an AI coding assistant consistent rules for handling tasks and preserving useful knowledge while changing the project.

How raullenchai/Rapid-MLX configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to raullenchai/Rapid-MLX. 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/raullenchai/Rapid-MLX/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/raullenchai/Rapid-MLX

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/raullenchai/rapid-mlx/agents-md/github.svg)](https://agentmods.dev/instructions/raullenchai/rapid-mlx/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/raullenchai/rapid-mlx/agents-md"><img src="https://agentmods.dev/badge/instructions/raullenchai/rapid-mlx/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/raullenchai/rapid-mlx/agents-md"><img src="https://agentmods.dev/badge/instructions/raullenchai/rapid-mlx/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 3,207 This file is loaded in full into every session.

When invoked 3,207 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 unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.03207	$0.03207
Opus 5.5	$0.01283	$0.01283
Sonnet 5.5	$0.00641	$0.00641
Haiku 4.5	$0.00321	$0.00321

Measured today against content hash b8c79d8e0e2b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Rapid-MLX 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 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.md · 259 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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.

today Changed · -153 lines · -724 tokens per session b8c79d8e0e2b
1mo ago Changed · +335 lines · +3,149 tokens per session 46811916560d
2mo ago First seen · 77 lines · 782 tokens per session scan A 8e09453ad99d

Subscribe to this mod's changes

Rapid-MLX AGENTS.md is an instructions file published in the GitHub repository raullenchai/Rapid-MLX (4,104 stars, last pushed today), with no licence file. It adds 3,207 tokens to every session, about $0.0128 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 2026-08-30.

Apple Silicon Memory and context Planning Tool Calling local-llm macos mlx ollama-alternative

Rapid-MLX AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
Rapid-MLX AGENTS.mdraullenchai/Rapid-MLX	Instructions file	4.1k	today	none	A	3,207	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	today	MIT	A	7,461	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	5,516	GitHub Copilot
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	today	MIT	A	4,680	Codex, OpenCode
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

Rapid-MLX: Instructions file for Codex