RRepoGEO

REPOGEO REPORT · LITE

bergside/awesome-design-skills

Default branch main · commit f631a09b · scanned 6/30/2026, 6:23:00 PM

GitHub: 1,475 stars · 134 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface bergside/awesome-design-skills, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to clarify AI agent focus

    Why:

    CURRENT
    > A curated registry of 67 design system skill files for AI-powered agentic tools like Claude Code, Cursor, Codex, and others. Pull any skill into your project with a single command.
    COPY-PASTE FIX
    > A curated registry of 67 **AI agent skill files** for structured design system knowledge. These files, including SKILL.md and DESIGN.md, are specifically designed for AI-powered agentic tools like Claude Design, Google Stitch, Codex, and Cursor, enabling them to generate UI based on explicit design instructions. Pull any skill into your project with a single command.
  • mediumtopics#2
    Add more specific topics for AI agent design knowledge

    Why:

    CURRENT
    agent-skills, agentic-ai, agentic-workflow, agents, ai, ai-agents, ai-tools, awesome, awesome-list, awesome-readme, claude-design, codex, cursor, design, design-md, design-system, google-stitch, skills
    COPY-PASTE FIX
    agent-skills, agentic-ai, agentic-workflow, agents, ai, ai-agents, ai-tools, awesome, awesome-list, awesome-readme, claude-design, codex, cursor, design, design-md, design-system, google-stitch, skills, **ai-design-agents, structured-design-knowledge, ui-generation-for-ai, agent-instructions, design-system-for-ai**
  • lowcomparison#3
    Add a 'Comparison to Design System Tools' section in README

    Why:

    COPY-PASTE FIX
    ## Comparison to Design System Tools

Unlike tools such as Figma Tokens, Style Dictionary, or Storybook, which focus on managing and documenting design systems for human developers, Awesome Design Skills provides structured **skill files (SKILL.md, DESIGN.md)** specifically for AI agents. Our focus is on enabling AI to understand and generate UI based on explicit design instructions, rather than serving as a design system implementation or documentation platform.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface bergside/awesome-design-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
storybookjs/storybook
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. storybookjs/storybook · recommended 2×
  2. tokens-studio/figma-tokens · recommended 1×
  3. amzn/style-dictionary · recommended 1×
  4. mdx-js/mdx · recommended 1×
  5. Contentful · recommended 1×
  • CATEGORY QUERY
    How can I provide AI agents with structured design system knowledge for UI generation?
    you: not recommended
    AI recommended (in order):
    1. Figma Tokens (tokens-studio/figma-tokens)
    2. Style Dictionary (amzn/style-dictionary)
    3. Storybook (storybookjs/storybook)
    4. Storybook Docs (storybookjs/storybook)
    5. MDX (mdx-js/mdx)
    6. Contentful
    7. Sanity.io
    8. TypeScript (microsoft/TypeScript)
    9. JSDoc (jsdoc/jsdoc)
    10. ts-json-schema-generator (vega/ts-json-schema-generator)
    11. Figma API
    12. Adobe XD API
    13. Sketch API
    14. ZeroHeight
    15. Frontify
    16. Specify

    AI recommended 16 alternatives but never named bergside/awesome-design-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find pre-built design instructions to integrate into AI agent workflows?
    you: not recommended
    AI recommended (in order):
    1. LangChain Hub
    2. LlamaIndex LlamaPacks
    3. OpenAI Cookbook
    4. Hugging Face Transformers Agents (huggingface/transformers)
    5. Awesome-LLM-Agents
    6. Microsoft Guidance (microsoft/guidance)
    7. AutoGPT (Significant-Gravitas/AutoGPT)
    8. BabyAGI (yoheinakajima/babyagi)

    AI recommended 8 alternatives but never named bergside/awesome-design-skills. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of bergside/awesome-design-skills?
    pass
    AI did not name bergside/awesome-design-skills — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts bergside/awesome-design-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bergside/awesome-design-skills explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo bergside/awesome-design-skills solve, and who is the primary audience?
    pass
    AI did not name bergside/awesome-design-skills — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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bergside/awesome-design-skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite