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 forsvn-labs/meta-skills --skill brief-product-uigit clone --depth 1 https://github.com/forsvn-labs/meta-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/forsvn-labs/meta-skills/brief-product-ui)<a href="https://agentmods.dev/skills/forsvn-labs/meta-skills/brief-product-ui"><img src="https://agentmods.dev/badge/skills/forsvn-labs/meta-skills/brief-product-ui/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/forsvn-labs/meta-skills/brief-product-ui"><img src="https://agentmods.dev/badge/skills/forsvn-labs/meta-skills/brief-product-ui.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 | $0.00049 | $0.00457 |
| Opus 5 | $0.00024 | $0.00229 |
| Sonnet 5 | $0.00010 | $0.00091 |
| Haiku 4.5 | $0.00005 | $0.00046 |
Grade A, and why
brief-product-ui 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 12d 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.
What it actually says
Brief a product interface
Produce a buildable interface specification grounded in an accepted product flow. Do not render or invent product behavior unless the user separately asks for implementation.
Prove the source flow
Identify the flow, platforms, surfaces, nodes, decisions, and states this brief implements. If no
usable flow exists, return to map-user-flow.
Every screen, component, state, and action must trace to a flow node, edge, native platform requirement, or explicit product decision. Do not add speculative dashboards or settings.
Define the interface system
Specify:
- screen/surface inventory and source-flow trace;
- reusable component names, jobs, content, and variants;
- layout hierarchy and responsive/native behavior;
- existing semantic color, type, spacing, radius, motion, and focus tokens;
- default, hover, focus, pressed, disabled, selected, loading, success, warning, and error states;
- empty, permission, offline, interruption, and recovery treatment;
- keyboard, assistive-technology, contrast, reduced-motion, and target-size requirements.
When project tokens are missing, define semantic roles that must be mapped before implementation. Do not invent arbitrary raw values or silently create a new brand system.
Make the handoff testable
For every screen, state what the user understands, can do, and sees after the action. Name content requirements, truncation/overflow, validation, persistence, analytics events when requested, and platform-native boundaries.
Deliver
Return:
- outcome and source-flow trace;
- screen inventory;
- component system;
- token application map;
- per-screen layout and content hierarchy;
- interactions and complete state coverage;
- accessibility requirements;
- implementation order and test cases;
- explicit non-goals and unresolved decisions.
Finish with acceptance criteria a designer and engineer can review without reconstructing the product logic.
What ships with it
1 file 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.
- 12d ago First seen · 60 lines · 49 tokens per session scan A 3285ebc9ca62
brief-product-ui is a skill published in the GitHub repository forsvn-labs/meta-skills (14 stars, last pushed 1mo ago), licensed MIT. It adds 49 tokens to every session and 457 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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