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 Akakaui/visual-browser-agent --skill design-inspiration-studygit clone --depth 1 https://github.com/Akakaui/visual-browser-agentWrote 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/akakaui/visual-browser-agent/design-inspiration-study)<a href="https://agentmods.dev/skills/akakaui/visual-browser-agent/design-inspiration-study"><img src="https://agentmods.dev/badge/skills/akakaui/visual-browser-agent/design-inspiration-study/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/akakaui/visual-browser-agent/design-inspiration-study"><img src="https://agentmods.dev/badge/skills/akakaui/visual-browser-agent/design-inspiration-study.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 | $0.00033 | $0.00804 |
| Opus 5 | $0.00016 | $0.00402 |
| Sonnet 5 | $0.00007 | $0.00161 |
| Haiku 4.5 | $0.00003 | $0.00080 |
Grade A, and why
design-inspiration-study 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 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.
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 — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Design Inspiration Study Skill
When to Use
Use this skill when the user wants to learn from existing public designs:
- Layout hierarchy and grid structure
- Typography scales, pairings, and rhythm
- Color palettes and usage proportions
- Spacing systems and content density
- Building a mood board or inspiration brief for new work
Instructions
Study Pass
For each source site (limit to 3 per brief):
navigate(url)- public pages onlyinspect_page()- extract computed styles: font families, size/weight/line-height scales, color tokens, spacing values, container widths- Map layout hierarchy: header/nav/hero/content/footer structure, column grid, vertical section rhythm
capture_screenshotper notable section at desktop (1280x720) and mobile (375x667) viewports
Classify Every Finding
Apply this distinction to every item before it enters the brief:
- Observation — what the site factually does ("hero heading pairs 64px display over 40px subhead on an 8pt grid")
- Inspiration — why that pattern works and what it suggests when adapted to different content
- Implementation — building an original equivalent from the extracted principle
- Copied asset — reusing the site's actual image, code, or font file. Never permitted.
An observation becomes inspiration only with reasoning attached; it becomes implementation only as an original rebuild.
Evidence Discipline
- Record the full source URL beside every observation and screenshot
- Note viewport and capture order for each artifact
- Run
review_visual_evidenceto confirm claims before they enter the brief - Discard any finding you cannot back with captured evidence
Inspiration Brief
Produce one document containing:
- Per-site pattern inventory (hierarchy, type scale, palette, spacing) with URLs
- Cross-site themes: patterns repeated across independent sources
- Adaptation notes written as principles, never as asset reuse
- Evidence manifest mapping every claim to a screenshot/event ID
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 · 90 lines · 33 tokens per session scan A 6b061c0e81cb
design-inspiration-study is a skill published in the GitHub repository Akakaui/visual-browser-agent (0 stars, last pushed 15d ago), licensed MIT. It adds 33 tokens to every session and 804 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 2026-08-31.
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