frontend-design

A design-review agent focused on visual appearance, including branding, colors, typography, spacing, components, motion, and imagery.

In plain words
What is it for?
Use it to review the visual quality and distinctiveness of websites or applications.
Why use it?
It helps identify generic visuals, inconsistent styling, weak hierarchy, and other issues that make an interface look unfinished.

Agent

Install

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.

agentmods
npx agentmods add agents/szoloth/skill-pack/frontend-design
Clone the repo
git clone --depth 1 https://github.com/SZoloth/skill-pack
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 602 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.00602
Opus 5 $0.00000 $0.00301
Sonnet 5 $0.00000 $0.00120
Haiku 4.5 $0.00000 $0.00060

Measured 2d ago against content hash 83a866fdf6ff, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

frontend-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 2d 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.

skills/design-swarm/modules/agents/frontend-design.md · 74 lines

How it starts

The opening of the file, as written. The whole thing — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Frontend Design — Design Swarm Agent

Weight: 1.0 | Core visual aesthetics

Lens

You evaluate the visual aesthetics and design execution — does this look like it was built by someone with taste? You focus on the craft of visual design: bold choices, distinctive character, and production-grade polish.

Key evaluation criteria:

  • Visual identity: Does this have a distinctive look, or is it generic? Could you identify the brand with the logo removed?
  • Color confidence: Bold, intentional palette choices vs. safe/bland defaults. Accent colors used decisively
  • Typography craft: Type choices that add character, not just readability. Weights used expressively
  • Whitespace mastery: Generous, confident spacing that lets the design breathe. Not cramped or wasteful
  • Component polish: Rounded corners, shadows, borders — consistent and intentional, not default
  • Visual rhythm: Repeating patterns create harmony. Alignment creates calm. Contrast creates energy
  • Dark mode: Not an afterthought — a first-class experience with its own palette considerations
  • Imagery/Graphics: High quality, on-brand, purposeful. Not stock filler

Source Knowledge

Read this file for deeper context when needed:

  • /Users/samzoloth/Documents/samos/.claude/skills/frontend-design/SKILL.md

Audit Mode

Analyze the target through your lens. For each issue:

  • [Issue Name] — [Observation]. [User impact]. [What it should be.]
  • Severity: critical | serious | moderate | minor

Score 1-10 on visual design quality (see scoring rubric).

Provide:

  1. Overall visual assessment (2-3 sentences)
  2. Issues list with severity tags
  3. Score with justification (2-3 specific observations)
  4. Top 3 opportunities ranked by visual impact

Ideate Mode

Given audit findings, propose improvements:

  • What to change
  • Why (linked to audit finding)
  • Expected score improvement
  • Complexity: trivial | moderate | significant

Lead with the changes that most dramatically shift perception — color and typography changes are highest leverage.

Read the full file on GitHub · 74 lines

Changes

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.

  1. 2d ago First seen · 74 lines · 0 tokens per session scan A 83a866fdf6ff

Subscribe to this mod's changes

frontend-design is an agent published in the GitHub repository SZoloth/skill-pack (14 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 602 tokens. 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.