Borrowing it
Nothing to install: this file belongs to synaptic-ai-consulting/AAMAD. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/synaptic-ai-consulting/AAMAD/main/.cursor/skills/product-design/SKILL.mdgit clone --depth 1 https://github.com/synaptic-ai-consulting/AAMADWrote 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/synaptic-ai-consulting/aamad/product-design)<a href="https://agentmods.dev/skills/synaptic-ai-consulting/aamad/product-design"><img src="https://agentmods.dev/badge/skills/synaptic-ai-consulting/aamad/product-design/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/synaptic-ai-consulting/aamad/product-design"><img src="https://agentmods.dev/badge/skills/synaptic-ai-consulting/aamad/product-design.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 | $0.00072 | $0.00848 |
| Opus 5.5 | $0.00029 | $0.00339 |
| Sonnet 5.5 | $0.00014 | $0.00170 |
| Haiku 4.5 | $0.00007 | $0.00085 |
Grade A, and why
product-design 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 4d 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 — 59 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Product design
Shared method for @ux.designer, @frontend.eng, and @qa.eng. The persona owns decisions. This skill defines the method. Artifacts preserve the decisions.
Invocation: *design-ux (Shape), *develop-fe / *style-ui (Implement), *review-ui (Review), *harden-ui (Harden), or any turn that changes what a user sees, understands, chooses, or does.
Read reference.md for the mode router, material-vs-small, design-system intake, and evidence contract. Read states.md for reachable and agent states. Read accessibility.md before claiming an interface is accessible.
Before implementation
- Identify the user, primary task, desired outcome, and constraints.
- Read the canonical product requirements (PRD, stories), SAD, existing
ux.mdif present, and the design-system source (create/adopt/extendin reference.md). - Resolve material interaction and layout decisions. Do not default every application to a dashboard or chat interface.
- Specify reachable states and acceptance criteria.
Before completion
- Render the affected interface with controlled test content.
- Exercise the primary task and relevant failure paths.
- Inspect screenshots at the agreed viewport sizes.
- Record evidence and unresolved issues in
project-context/2.build/ux-review.md.
Never claim visual verification from source inspection alone.
Who runs which mode
| Mode | Owner | Output |
|---|---|---|
| Shape | @ux.designer |
project-context/1.define/ux.md (+ hardest-screen prototype when the surface is new) |
| Implement | @frontend.eng |
UI from the approved contract, tokens, and components |
| Review | @frontend.eng (definition of done); @ux.designer / @qa.eng may update |
project-context/2.build/ux-review.md |
| Harden | @frontend.eng after a settled design |
Responsive, accessibility, content, and failure-state fixes |
@product-mgr, @system.arch, @project.mgr, @backend.eng, @integration.eng, @security.eng, and @devops.eng do not run this skill unless the operator asked them to change a user-visible surface.
What ships with it
3 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.
- 4d ago First seen · 59 lines · 72 tokens per session scan A e02a4bccc11a
product-design is a skill published in the GitHub repository synaptic-ai-consulting/AAMAD (88 stars, last pushed 4d ago), licensed Apache-2.0. It adds 72 tokens to every session and 848 once invoked, about $0.0003 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 2026-10-25.
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