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 tryproduck/produck-skills --skill tastegit clone --depth 1 https://github.com/tryproduck/produck-skillsWrote 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/tryproduck/produck-skills/taste)<a href="https://agentmods.dev/skills/tryproduck/produck-skills/taste"><img src="https://agentmods.dev/badge/skills/tryproduck/produck-skills/taste/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/tryproduck/produck-skills/taste"><img src="https://agentmods.dev/badge/skills/tryproduck/produck-skills/taste.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 5 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 134 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 135 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 141 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 142 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 186 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00049 | $0.02030 |
| Opus 5 | $0.00024 | $0.01015 |
| Sonnet 5 | $0.00010 | $0.00406 |
| Haiku 4.5 | $0.00005 | $0.00203 |
Grade A, and why
taste 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 13d 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 — 243 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Taste — Website Visual Improvement
Purpose: Upgrade a website from merely functional to visibly credible, high-intent, and conversion-ready in one focused pass.
This skill is for agents asked to "make this look better," "polish the site," "improve the landing page," "make it feel premium," or "fix the design." Do not make random decorative changes. Taste is a system: category, worldview, hierarchy, restraint, alignment, rhythm, contrast, proof, and visual verification.
Supporting files:
references/taste-principles.md— category-first principles and the taste rubric.references/website-improvement-loop.md— the step-by-step browser screenshot loop.references/benchmark-notes.md— one-shot before/after benchmark notes.references/immersive-landing-pages.md— guidance for WebGL, animation, bespoke motion, and generated media.
1. Outcome
A successful taste pass makes the page easier to believe before it makes the page prettier.
The finished page should answer these questions within five seconds:
- What is the category idea? The page has one memorable thesis, not a feature inventory.
- Why now? The hero opens with the market shift, tension, or newly scarce resource.
- Why should I care? The product exists because that tension matters.
- What should I do next? One primary CTA is visually dominant.
- Why should I trust it? Proof, research, recruiting seriousness, or domain artifacts appear early.
- Where should my eye go? The layout has an obvious reading order.
2. Taste rules for agents
2.1 Decide before decorating
Before editing CSS, write these two lines:
Category thesis: [sharp category phrase, e.g. "the judgment layer for product feedback"]
Worldview sequence: [market shift] → [scarce resource] → [why this product exists]
What ships with it
4 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.
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.
- 13d ago First seen · 243 lines · 49 tokens per session scan A 5b4c40f03dc1
taste is a skill published in the GitHub repository tryproduck/produck-skills (511 stars, last pushed 29d ago), licensed Apache-2.0. It adds 49 tokens to every session and 2,030 once invoked, about $0.0002 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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