coreai-model-zoo: Instructions file for Codex

AGENTS.md

coreai-model-zoo AGENTS.md is an instructions file for Codex, OpenCode from john-rocky/coreai-model-zoo. It costs 2,084 tokens per session, scanned A, original, no licence file.

A set of repository instructions for coding agents that port machine-learning models to Core AI. It explains the required route, decisions, and checks before and during a port.

In plain words
What is it for?
Use it when preparing or reviewing a model port for the coreai-model-zoo repository. It covers the initial assessment and the two required approval gates.
Why use it?
It gives agents the project rules they need before changing model code. This helps them decide whether a port is suitable and what checks it must pass.

Instructions file for CodexOpenCode

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

This is john-rocky/coreai-model-zoo's own configuration. It tells Codex and OpenCode how to work on coreai-model-zoo 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 coreai-model-zoo configures →

Reuse

Borrowing it

Nothing to install: this file belongs to john-rocky/coreai-model-zoo. 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/john-rocky/coreai-model-zoo/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/john-rocky/coreai-model-zoo

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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README.md
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Your own site
<a href="https://agentmods.dev/instructions/john-rocky/coreai-model-zoo/agents-md"><img src="https://agentmods.dev/badge/instructions/john-rocky/coreai-model-zoo/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.

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Your own site · 80×15
<a href="https://agentmods.dev/instructions/john-rocky/coreai-model-zoo/agents-md"><img src="https://agentmods.dev/badge/instructions/john-rocky/coreai-model-zoo/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 2,084 This file is loaded in full into every session.
When invoked 2,084 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.02084 $0.02084
Opus 5 $0.01042 $0.01042
Sonnet 5 $0.00417 $0.00417
Haiku 4.5 $0.00208 $0.00208

Measured yesterday against content hash e523f8ae5f77, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

coreai-model-zoo 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 · 133 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.

  1. yesterday Changed · +1 lines · +86 tokens per session e523f8ae5f77
  2. 9d ago First seen · 132 lines · 1,998 tokens per session scan A 6889ff85f70b

Subscribe to this mod's changes

coreai-model-zoo AGENTS.md is an instructions file published in the GitHub repository john-rocky/coreai-model-zoo (411 stars, last pushed today), with no licence file. It adds 2,084 tokens to every session, about $0.0104 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 2026-08-30.

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