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.
npx skills add plurigrid/asi --skill rubato-composergit clone --depth 1 https://github.com/plurigrid/asiWrote 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.
[](https://agentmods.dev/skills/plurigrid/asi/rubato-composer)<a href="https://agentmods.dev/skills/plurigrid/asi/rubato-composer"><img src="https://agentmods.dev/badge/skills/plurigrid/asi/rubato-composer/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.
<a href="https://agentmods.dev/skills/plurigrid/asi/rubato-composer"><img src="https://agentmods.dev/badge/skills/plurigrid/asi/rubato-composer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00017 | $0.01582 |
| Opus 5.5 | $0.00007 | $0.00633 |
| Sonnet 5.5 | $0.00003 | $0.00316 |
| Haiku 4.5 | $0.00002 | $0.00158 |
Grade A, and why
rubato-composer 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 230 lines — stays where its author put it; the contents beside it link to each section on GitHub.
rubato-composer - Mazzola's Mathematical Music Theory in Code
Overview
Integrates Rubato Composer - Gérard Milmeister's Java implementation of Guerino Mazzola's mathematical music theory. The software embodies the Topos of Music framework with Forms, Denotators, and a Scheme interpreter.
The Yoneda Package
Rubato Composer implements 40 classes in org.rubato.math.yoneda:
Core Structures:
├── Form.java - Abstract base for musical types
├── Denotator.java - Musical objects (notes, chords, scores)
├── Morphism.java - Transformations between forms
├── MorphismMap.java - Functorial mappings
│
├── LimitForm.java - Categorical limits (product types)
├── ColimitForm.java - Categorical colimits (sum types)
├── ListForm.java - Sequence types
├── NameForm.java - Named reference types
│
├── LimitDenotator.java - Instances of limit forms
├── ColimitDenotator.java - Instances of colimit forms
├── ListDenotator.java - Sequences of denotators
└── Diagram.java - Categorical diagrams
Scheme Integration
Rubato includes a full Scheme interpreter with musical primitives:
// From org.rubato.scheme
SDenotator.java - Denotators as Scheme values
SForm.java - Forms as Scheme values
SExpr.java - S-expression base class
Parser.java - Scheme parser
RubatoPrimitives.java - Musical operations
Denotator as S-Expression
;; In Rubato's Scheme dialect
(define note (make-denotator "Note" pitch-form 60))
(define chord (make-list-denotator "Chord" (list note1 note2 note3)))
;; Morphism application
(apply-morphism transposition chord 7)
Bridge to music-topos
Form ↔ ACSet Schema
# Our ACSets correspond to Rubato Forms
@present SchNote(FreeSchema) begin
Pitch::Ob
Duration::Ob
Onset::Ob
Note::Ob
pitch::Hom(Note, Pitch)
duration::Hom(Note, Duration)
onset::Hom(Note, Onset)
end
# Rubato equivalent:
# LimitForm("Note", [pitchForm, durationForm, onsetForm])
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.
- 1mo ago First seen · 230 lines · 17 tokens per session scan A 055c1223a5f8
rubato-composer is a skill published in the GitHub repository plurigrid/asi (70 stars, last pushed 3mo ago), licensed MIT. It adds 17 tokens to every session and 1,582 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 2026-09-03.
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