Agent skill

Design Archivist

by curiositech in curiositech/some_claude_skills

Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction…

MITAuto-check passedFrontend & Design

Install Design Archivist

skills CLI
$ npx skills add curiositech/some_claude_skills --skill design-archivist -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install curiositech/some_claude_skills design-archivist --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/curiositech/some_claude_skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/design-archivist .claude/skills/design-archivist && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
design-archivist
GitHub stars
243
Token cost
~1.6k tokens
SKILL.md length
570 words
Files
6 (incl. scripts, references)
Skills in repo
95
Repo updated
First seen
Licence
MIT

At a glance

Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction…

  • Works in 9 steps: Domain Initialization → Systematic Crawling → Pattern Extraction → …
  • Tasks that involve Typography
  • SKILL.md covers Quick Start, When to Use, Core Process and Visual DNA Extraction, plus 6 more sections
  • Runs Shell scripts from its folder

What it does

Design Archivist is an agent skill from curiositech/some_claude_skills. Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction design across any domain (portfolios, e-commerce, SaaS, adult content, technical showcases). This skill should be used when users need exhaustive design research, pattern recognition across large example sets, or systematic visual analysis for competitive positioning.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `.claude-plugin/plugin.json`, `CHANGELOG.md` and `references/data_structures.md`).

It sits in Frontend & Design, covering Typography, Theming and dark mode and E-commerce operations. The repository describes itself as: Claude skills that make my life easier. The licence is MIT.

When your agent uses it

  • Tasks that involve Typography
  • Tasks that involve Theming and dark mode
  • Tasks that involve E-commerce operations

Example prompts

  • “/design-archivist”

Requirements

  • A Bash shell
  • Pre-approved tools (allowed-tools): Read, Write, WebSearch, WebFetch

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Domain Initialization
  2. Systematic Crawling
  3. Pattern Extraction
  4. Scraping Too Aggressively
  5. No Checkpointing
  6. Ignoring Domain Context
  7. Analysis Paralysis
  8. Insufficient Diversity
  9. Ignoring Historical Context

What it can do on your machine

Read from SKILL.md and the folder at commit 6713fc7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • WebSearch
    • WebFetch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Design Archivist loads about 1.6k tokens when it runs, and up to ~4.2k if it reads all its reference files. Until then it costs about 120 tokens; SKILL.md has 570 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~120
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from curiositech/some_claude_skills at commit 6713fc7, republished under its MIT licence (© curiositech). 570 words, ~1,634 tokens.

Download SKILL.mdSave it as .claude/skills/design-archivist/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
design-archivist
description
Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction design across any domain (portfolios, e-commerce, SaaS, adult content, technical showcases). This skill should be used when users need exhaustive design research, pattern recognition across large example sets, or systematic visual analysis for competitive positioning.
allowed-tools
Read, Write, WebSearch, WebFetch
metadata.category
Research & Analysis
metadata.tags
design-research, patterns, analysis, visual-database, trends

Design Archivist

A design anthropologist that systematically builds visual databases through large-scale analysis of real-world examples. This is a long-running skill designed for multi-day research (2-7 days for 500-1000 examples).

Quick Start

User: "Research design patterns for fintech apps targeting Gen Z"

Archivist:
1. Define scope: "fintech landing pages, Gen Z audience (18-27)"
2. Set target: 500 examples over 2-3 days
3. Identify seeds: Venmo, Cash App, Robinhood, plus competitors
4. Begin systematic crawl with checkpoints every 10 examples
5. After 48 hours: Deliver pattern database with:
   - Color trends
   - Typography patterns
   - Layout systems
   - White space opportunities

When to Use

Use for:

  • Exhaustive design research (300-1000 examples)
  • Pattern recognition across large example sets
  • Competitive visual analysis
  • Trend identification with data backing
  • Domain-specific design language extraction

NOT for:

  • Quick design inspiration (use Dribbble/Awwwards directly)
  • Single example analysis
  • Small samples (<50 examples)
  • Real-time trend spotting (this takes days)

Core Process

1. Domain Initialization
  • Define target domain and audience
  • Set target count (300-1000 based on specificity)
  • Identify seed URLs or search queries
  • Establish focus areas
2. Systematic Crawling

For each example:

  1. Capture visual snapshot
  2. Record metadata (URL, timestamp, context)
  3. Extract Visual DNA (colors, typography, layout, interactions)
  4. Analyze contextual signals (audience, positioning, success indicators)
  5. Apply categorical tags
  6. Save checkpoint every 10 examples
3. Pattern Extraction

After accumulating examples, identify:

  • Dominant patterns - The "norm" (most common approaches)
  • Emerging patterns - The "future" (gaining traction)
  • Deprecated patterns - The "past" (avoid these)
  • Outlier patterns - The "experimental" (unique approaches)

Visual DNA Extraction

For each example, extract:

CategoryWhat to Extract
ColorsPalette, primary/secondary/accent, dominance percentages
TypographyFont families, weights, sizes, hierarchy
LayoutGrid system, spacing base, structure, whitespace
InteractionsHover effects, transitions, scroll behaviors
AnimationPresence level, types, timing

See references/data_structures.md for full TypeScript interfaces.

Domain Quick Reference

DomainFocus AreasSeed Sources
PortfoliosClarity, credibility, storytellingAwwwards, Dribbble, Behance
SaaS LandingConversion, trust signals, pricingProduct Hunt, SaaS directories
E-CommerceProduct photos, checkout, mobileShopify stores, major retailers
Adult ContentPremium positioning, discretionAdult ad networks, VR platforms
Technical DemosVisual drama, performance, interactivityShadertoy, Codrops, ArtStation

See references/domain_guides.md for detailed domain strategies.

Long-Running Infrastructure

Checkpointing Strategy
  • Save checkpoint every 10 examples
  • Include job ID, progress count, queue state, timestamp
  • Keep last 3 checkpoints as backup
Progress Reporting

Report at intervals:

  • "Analyzed 250/1000 examples (25% complete)"
  • "Current rate: 100 examples/day"
  • "Estimated completion: 7 days"
  • "Top emerging pattern: glassmorphic cards (15% of recent examples)"
Show full SKILL.md (234 more words)Show less
Rate Limiting
  • Max 1 request per second per domain
  • Respect robots.txt
  • Implement exponential backoff on errors

Anti-Patterns

1. Scraping Too Aggressively

Symptom: Requests every 100ms, same domain hammered repeatedly Fix: 1 request/second max, respect robots.txt, exponential backoff

2. No Checkpointing

Symptom: Running 24 hours straight without saving Fix: Save every 10 examples with timestamp and queue state

3. Ignoring Domain Context

Symptom: Applying e-commerce patterns to portfolio sites Fix: Research domain-specific best practices first

4. Analysis Paralysis

Symptom: 30 minutes per example across 1000 examples Fix: Batch process in groups of 10, deep-dive only on outliers

5. Insufficient Diversity

Symptom: Only analyzing top-tier examples Fix: Include leaders, mid-tier, and independents; geographic diversity

6. Ignoring Historical Context

Symptom: Treating all patterns as current Fix: Use Wayback Machine, note when patterns emerged, track evolution

Output Format

Generate comprehensive research packages with:

  • Meta: Domain, count, date range, depth
  • Examples: Full visual database
  • Patterns: Dominant, emerging, deprecated, outlier
  • Insights: Color/typography/layout/interaction trends
  • Recommendations: Safe choices, differentiators, patterns to avoid

Cost and Scale

For 1000-example analysis:

ItemCost
Screenshots~$20 (Playwright cloud @ $0.02/each)
LLM Analysis~$15 (100 batches × $0.15)
Storage~$0.01 (200MB)
Total~$35
Runtime48-72 hours

Inform users of scope and cost before beginning.

Reference Files

FileContents
references/data_structures.mdTypeScript interfaces for VisualDNA, ContextAnalysis, Checkpoint
references/domain_guides.mdDetailed domain-specific strategies and focus areas

Covers: Design Research | Pattern Recognition | Visual Analysis | Competitive Intelligence

Use with: web-design-expert (apply findings) | competitive-cartographer (market context)

© curiositech, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (scripts, references) in .claude/skills/design-archivist of curiositech/some_claude_skills.

  • SKILL.md
  • .claude-plugin/plugin.json
  • CHANGELOG.md
  • references/data_structures.md
  • references/domain_guides.md
  • scripts/validate_archive.sh

Open the folder on GitHubat commit 6713fc7

Compare with similar skills

Design Archivist next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Design Archivist compared with similar skills
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Design Archivist this skillcuriositech/some_claude_skills243—~1.6kAutomated safety check: PassMIT
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Frontend Design Deslopsamber/cc-skills228—~4.9kAutomated safety check: PassMIT
UI UX Pro Maxmajiayu000/spellbook287—~442Automated safety check: PassMIT
UI UX Pro Maxinfometa/workbuddyskills346—~2.7kAutomated safety check: NotesNone
Impeccablebestofjs/bestofjs3.1k27 repos~2.6kAutomated safety check: PassMIT

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Questions about Design Archivist

What does Design Archivist do?

Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction…. Design Archivist is an agent skill from curiositech/some_claude_skills. Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction design across any domain (portfolios, e-commerce, SaaS, adult content, technical showcases).

When should I use Design Archivist?

Design Archivist fits situations like: tasks that involve Typography; tasks that involve Theming and dark mode; tasks that involve E-commerce operations.

How do I install Design Archivist in Claude Code?

Run `npx skills add curiositech/some_claude_skills --skill design-archivist -a claude-code`. Or copy the skill folder (.claude/skills/design-archivist in curiositech/some_claude_skills) into .claude/skills/design-archivist in your project. Claude Code loads it when a task matches its description.

How do I install Design Archivist in Codex?

Run `npx skills add curiositech/some_claude_skills --skill design-archivist -a codex`. Or copy the skill folder (.claude/skills/design-archivist in curiositech/some_claude_skills) into .agents/skills/design-archivist in your project. Codex loads it when a task matches its description.

Can I use Design Archivist in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add curiositech/some_claude_skills --skill design-archivist -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/design-archivist, .gemini/skills/design-archivist, .github/skills/design-archivist and .opencode/skills/design-archivist in your project.

What does Design Archivist need to run?

Going by SKILL.md and its folder, Design Archivist needs a shell for the scripts in its folder. Our summary lists: A Bash shell. Its frontmatter pre-approves these tools: Read, Write, WebSearch, WebFetch.

Does Design Archivist access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Design Archivist safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Design Archivist use?

Design Archivist is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Design Archivist use?

About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.

What are the alternatives to Design Archivist?

Skills that share tags, products or a category with Design Archivist: UI UX Pro Max (saoudi-h/solar-icons, 186 stars), Frontend Design Deslop (samber/cc-skills, 228 stars), UI UX Pro Max (majiayu000/spellbook, 287 stars) and UI UX Pro Max (infometa/workbuddyskills, 346 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Design Archivist?

curiositech (a GitHub organization) maintains it in curiositech/some_claude_skills, which has 243 GitHub stars. The repository holds 95 skills in this directory. The repository was last updated on September 6, 2026.

Source: curiositech/some_claude_skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.