simulink-agentic-toolkit AGENTS.md

A set of AGENTS.md instructions for the MATLAB and Simulink Agentic Toolkit repository. AGENTS.md files tell coding agents how to work in a project.

In plain words
What is it for?
It is for configuring and using the toolkit's agent instructions, domain skills, and MCP tools.
Why use it?
It gives agents the repository's setup requirements, domain guidance, available tools, and MATLAB prerequisite information.

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/matlab/simulink-agentic-toolkit/agents-md
Clone the repo
git clone --depth 1 https://github.com/matlab/simulink-agentic-toolkit

Made for: Codex, OpenCode.

Per session 353 This file is loaded in full into every session.
When invoked 353 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00353 $0.00353
Opus 5 $0.00177 $0.00177
Sonnet 5 $0.00071 $0.00071
Haiku 4.5 $0.00035 $0.00035

Measured 3d ago against content hash 6373438eeb5e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

simulink-agentic-toolkit 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 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.

AGENTS.md · 34 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

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. 3d ago First seen · 34 lines · 353 tokens per session scan A 6373438eeb5e

Subscribe to this mod's changes

simulink-agentic-toolkit AGENTS.md is an instructions file published in the GitHub repository matlab/simulink-agentic-toolkit (1,020 stars, last pushed 6d ago), with no licence file. It adds 353 tokens to every session, about $0.0018 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.

Related

Other instructions, from other repositories

polyspace-agentic-toolkit AGENTS.md

AGENTS.md instructions for mathworks/polyspace-agentic-toolkit, covering polyspace agentic toolkit — agent instructions, setup, skills and mcp tools.

mathworks/polyspace-agentic-toolkit · 184 tokens

mcp-server-excel coverage-prevention-strategy.instructions.md

Instructions for sbroenne/mcp-server-excel, covering generated surface coverage, contract change workflow, required checks and common incomplete changes.

sbroenne/mcp-server-excel · 396 tokens

mcp-server-excel mcp-llm-guidance.instructions.md

Instructions for sbroenne/mcp-server-excel, a project described as: Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 326 operations.

sbroenne/mcp-server-excel · 254 tokens

apex-accelerator no-interactive-shell.instructions.md

Prevents interactive shell prompts and long-output terminal replays from being injected into chat. Forbids -i flags on mv/rm/cp, read -p, and confirm prompts (incl. inside bash -c '...'). Pipe long output to files. Scoped to chat-context-loaded files; skill references/ and templates/ are exempt because they hold…

jonathan-vella/apex-accelerator · 1,396 tokens

apex-accelerator iac-bicep-best-practices.instructions.md

Bicep-specific IaC best practices for Azure templates. Security baseline, naming, AVM mandate, anti-patterns.

jonathan-vella/apex-accelerator · 957 tokens

mcp-server-powerpoint code-review.instructions.md

Instructions for sbroenne/mcp-server-powerpoint, covering copilot code review, interop and resource safety, contract and path completeness and protocol, tests, and user-facing surfaces.

sbroenne/mcp-server-powerpoint · 558 tokens