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.
git clone --depth 1 https://github.com/luiscielak/ai-product-design-rulesWrote 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/rules/luiscielak/ai-product-design-rules/00-workflow)<a href="https://agentmods.dev/rules/luiscielak/ai-product-design-rules/00-workflow"><img src="https://agentmods.dev/badge/rules/luiscielak/ai-product-design-rules/00-workflow/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/rules/luiscielak/ai-product-design-rules/00-workflow"><img src="https://agentmods.dev/badge/rules/luiscielak/ai-product-design-rules/00-workflow.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 | $0.01078 | $0.01078 |
| Opus 5.5 | $0.00431 | $0.00431 |
| Sonnet 5.5 | $0.00216 | $0.00216 |
| Haiku 4.5 | $0.00108 | $0.00108 |
Grade A, and why
00-workflow 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 5d 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 — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI product design workflow
Workflow overview
These rules define a structured AI product design workflow with six sequential stages:
- Project Setup (
/new-project) → 2. PRD (/prd) → 3. Lo-Fi Wireframes (/lofi) → 4. Mid-Fi Wireframes (/midfi) → 5. Hi-Fi Design (/hifi) → 6. Prototype (/ui-proto)
Each stage builds on the previous one. When a command is invoked, check for prerequisite outputs and reference them.
Commands and rule files
When the user types one of these commands, read the matching rule file and follow it.
| Command | Role | Rule file | Writes to |
|---|---|---|---|
/new-project |
Project Manager | .cursor/rules/01-new-project.mdc |
projects/{project_name}/ |
/prd |
Product Owner | .cursor/rules/02-prd.mdc |
docs/PRD.md |
/lofi |
UX Designer | .cursor/rules/03-lofi.mdc |
design/wireframes/lofi/ |
/midfi |
Product Designer | .cursor/rules/04-midfi.mdc |
design/wireframes/midfi/ |
/hifi |
UI Designer | .cursor/rules/05-hifi.mdc |
design/ui-design/ |
/ui-proto |
UI Engineer | .cursor/rules/06-ui-proto.mdc |
app/ |
Paths in the "Writes to" column are relative to projects/{project_name}/.
Project layout
projects/{project_name}/
├── app/ # Prototype (Next.js by default)
├── docs/
│ ├── design-brief.md # Optional input for /prd
│ ├── PRD.md
│ └── presentations/
├── design/
│ ├── wireframes/
│ │ ├── lofi/
│ │ └── midfi/
│ └── ui-design/
└── marketing/ # Optional
docs/ holds written documents (brief, PRD, presentations). design/ holds design artifacts (wireframes, UI kit).
General guidelines (apply to all commands)
Working directory context
- When working within a project directory (
projects/{project_name}/), use relative paths:docs/PRD.md(notprojects/{project_name}/docs/PRD.md)design/wireframes/lofi/(notprojects/{project_name}/design/wireframes/lofi/)design/ui-design/(notprojects/{project_name}/design/ui-design/)app/(notprojects/{project_name}/app/)
- Detect current working directory and adjust paths accordingly
- If unsure, check if
docs/,design/, orapp/directories exist in current location
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.
- 5d ago First seen · 92 lines · 1,078 tokens per session scan A 3027e1ecf91f
00-workflow is a cursor rule published in the GitHub repository luiscielak/ai-product-design-rules (4 stars, last pushed 5d ago), licensed MIT. It adds 1,078 tokens to every session, about $0.0043 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 2026-10-28.
Other cursor rules, from other repositories
slice-tasks
PLANNING SPINE STEP 2 of 3 — Slice the work: break a scoped PRD into vertical-slice stories in specs/epics/. Use after scope-work (step 1), before plan-work (step 3). Not a substitute for scope-work or plan-work.
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project-onboarding-rule
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linear-in-review
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sprint-planning
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