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 sutchan/Agent-Skills-Hub --skill prototype-stardustgit clone --depth 1 https://github.com/sutchan/Agent-Skills-HubWrote 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/sutchan/agent-skills-hub/prototype-stardust)<a href="https://agentmods.dev/skills/sutchan/agent-skills-hub/prototype-stardust"><img src="https://agentmods.dev/badge/skills/sutchan/agent-skills-hub/prototype-stardust/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/sutchan/agent-skills-hub/prototype-stardust"><img src="https://agentmods.dev/badge/skills/sutchan/agent-skills-hub/prototype-stardust.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00019 | $0.17595 |
| Opus 5 | $0.00010 | $0.08797 |
| Sonnet 5 | $0.00004 | $0.03519 |
| Haiku 4.5 | $0.00002 | $0.01759 |
Grade C, and why
prototype-stardust scanned grade C with 1 finding 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 8d 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.
Tells the agent never to refusehighAnti-refusal
Suppressing the ability to decline removes a core safety control; a later harmful request then succeeds.
violations. P0/P1 critique findings warn but don't refuse. This is a copy
97% identical to prototype — 20 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 1,493 lines — stays where its author put it; the contents beside it link to each section on GitHub.
stardust:prototype
For each directed page, render a proposed redesign as a
self-contained static HTML file at
stardust/prototypes/<slug>-proposed.html. Open the file in the
browser; iterate via chat-driven impeccable commands ("make the
hero bolder", "tighten the cup-note grid"). Mark approved once
the user signs off in the conversation.
prototype is not a renderer of its own design — it composes the
target spec written by direct (PRODUCT.md, DESIGN.md,
DESIGN.json, stardust/direction.md) onto the page content captured
by extract (stardust/current/pages/<slug>.json). Visual creativity
is delegated to $impeccable craft and the iteration commands
(bolder, quieter, distill, polish, colorize, typeset,
layout, adapt, animate, delight, overdrive, impeccable).
Inputs
<slug>— optional positional. Prototype just this page. Without it, prototype everydirectedpage that is notstale.--all— prototype everydirectedpage including stale ones.--prep— optional. Run in migrate-prep mode: fill page-type gaps (prototype one representative archetype per type) and, on approval, write canon back tostardust/canon/andDESIGN.json.extensions.canon. See § Prep mode below andreference/canon-extraction.md. Typically invoked via theprepare-migrationorchestrator.--canon-from <slug>— optional. Override the default canon- author (which is the first approved prototype, typicallyhome). Used when a different page should establish the design canon.--publish-sample <slug>— submit the named slug to the stardust showcase. Triggers the publish-sample sub-flow documented inreference/publish-sample.md: eligibility checks, file staging, PR creation against the upstream stardust repo. Requiresghinstalled and authenticated. The showcase is a visual demonstration, not a deployable site — placeholder content is allowed and recorded in the PR body's § Unsourced content section. Design-quality gates stay strict: refuses on unjustified anti-toolbox hits,:roottoken contract failure, data-attributes contract failure, or impeccable hard-rule violations. P0/P1 critique findings warn but don't refuse. The showcase publishes via GitHub Pages on merge.--cinematic— optional. Layer a cinematic motion register on top of the static prototype. The register is read fromDESIGN.json.extensions.motion.register(written bydirect); if absent, the prototype phase picks one using the same heuristic perreference/motion-registers.md§ Selection heuristic. Output filename is<slug>-cinematic.html(alongside the static<slug>-proposed.html, never replacing it). Triggers the cinematic gates in motion validation (reference/motion-validation.md§ Pass 6).--cinematic=<register>— optional. Same as--cinematicbut forces a specific register (arrival,kinetic-display,live-systems,editorial,kinetic-grid). The override is recorded in_provenance.motion.registerSource = "user-override"so reviewers can spot when direction's heuristic was bypassed.
What ships with it
21 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/motion/lenis.min.css 457 B
- assets/motion/lenis.min.js 17 KB runs code
- assets/motion/LICENSE.md 1.1 KB
- fixtures/composition-delta-good.md 4.2 KB
- fixtures/composition-delta-trivial.md 3.8 KB
- fixtures/mobile-nav-audit.mjs 5.5 KB runs code
- fixtures/mobile-nav-broken-example.html 2.7 KB
- fixtures/mobile-nav-collapse-example.html 7.1 KB
- reference/anti-template-bank.md 12 KB
- reference/approval-fold-back.md 12 KB
- reference/canon-extraction.md 11 KB
- reference/fidelity-refined-pass.md 7.1 KB
- reference/mobile-nav-collapse.md 18 KB
- reference/motion-attributes.md 8.4 KB
- reference/motion-registers.md 13 KB
- reference/motion-runtime.md 17 KB
- reference/motion-stack.md 6.4 KB
- reference/motion-validation.md 19 KB
- reference/page-shape-brief.md 14 KB
- reference/proposed-file-shell.md 12 KB
- reference/publish-sample.md 21 KB
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.
- 8d ago First seen · 1,493 lines · 19 tokens per session scan C bf585ff74cff
prototype-stardust is a skill published in the GitHub repository sutchan/Agent-Skills-Hub (2 stars, last pushed yesterday), licensed MIT. It adds 19 tokens to every session and 17,595 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it C with 1 finding (tells the agent never to refuse). It is 97% identical to prototype, differing in 20 lines, and is treated as a copy.
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