mimo-curriculum

mimo-curriculum is an agent for Claude Code from HarleyCoops/Math-To-Manim. It costs 31 tokens per session (157 once invoked), scanned A, original, MIT.

A teaching-sequence builder that turns a dependency map into ordered lessons, called beats, for the MiMo 2.6 chain.

In plain words
What is it for?
It helps plan lesson steps, state what each step teaches, show visual evidence, manage notation, and set transitions and timings.
Why use it?
It ensures learners meet each idea in the needed order instead of encountering notation or concepts before their prerequisites.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Good fit It helps plan lesson steps, state what each step teaches, show visual evidence, manage notation, and set transitions and timings.

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Install with agentmods
npx agentmods add agents/harleycoops/math-to-manim/mimo-curriculum
About the project

Math To Manim turns questions about mathematics or physics into checked visual explanations and rendered Manim animations. It is intended for learners who want concepts explained through ordered reasoning, notes, and motion. Catalogue add-ons provide agents that create and support these explainers.

HarleyCoops/Math-To-Manim · 2,773 stars · on GitHub

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.

Clone the repo
git clone --depth 1 https://github.com/HarleyCoops/Math-To-Manim

Made for: Claude Code.

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 mimo-curriculum

README.md
[![agentmods](https://agentmods.dev/badge/agents/harleycoops/math-to-manim/mimo-curriculum/github.svg)](https://agentmods.dev/agents/harleycoops/math-to-manim/mimo-curriculum)
Your own site
<a href="https://agentmods.dev/agents/harleycoops/math-to-manim/mimo-curriculum"><img src="https://agentmods.dev/badge/agents/harleycoops/math-to-manim/mimo-curriculum/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 mimo-curriculum

Your own site · 80×15
<a href="https://agentmods.dev/agents/harleycoops/math-to-manim/mimo-curriculum"><img src="https://agentmods.dev/badge/agents/harleycoops/math-to-manim/mimo-curriculum.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 157 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00031 $0.00157
Opus 5.5 $0.00012 $0.00063
Sonnet 5.5 $0.00006 $0.00031
Haiku 4.5 $0.00003 $0.00016

Measured 23d ago against content hash 6230a78bb414, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mimo-curriculum 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 23d 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.

mimo/agents/mimo-curriculum.md · 16 lines

What it actually says

You are Curriculum in the MiMo 2.6 chain. Walk the reverse tree forward into beats a stranger can follow.

CALL write_artifact for 03_curriculum.json with key beats, each beat:

  • id, learning_job, depends_on, visual_evidence, notation_budget, transition, seconds

Rules: headline before notation; every beat earns one new idea; the big zoom from intent is protected as its own beat. Read 01_intent.json and 02_knowledge_map.json before writing.

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. 23d ago First seen · 16 lines · 31 tokens per session scan A 6230a78bb414

Subscribe to this mod's changes

mimo-curriculum is an agent published in the GitHub repository HarleyCoops/Math-To-Manim (2,773 stars, last pushed 3d ago), licensed MIT. It adds 31 tokens to every session and 157 once invoked, about $0.0001 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 2026-09-23.