RRepoGEO

REPOGEO REPORT · LITE

google-labs-code/stitch-skills

Default branch main · commit 21db6cdf · scanned 5/24/2026, 5:31:15 PM

GitHub: 5,678 stars · 699 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 google-labs-code/stitch-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
  • hightopics#1
    Add specific topics for agent skills and AI coding assistants

    Why:

    COPY-PASTE FIX
    agent-skills, ai-agents, coding-assistant, llm-tools, generative-ai, google-stitch, plugins, extensibility
  • highreadme#2
    Reposition the README's opening to emphasize broad compatibility and purpose

    Why:

    CURRENT
    # Stitch Design Skills

A collection of agent skills and plugins for Google Stitch, following the Agent Skills open standard. Compatible with coding agents such as Codex, Antigravity, Gemini CLI, Claude Code, and Cursor.
    COPY-PASTE FIX
    # Stitch Agent Skills Library

A library of reusable agent skills and plugins designed for the Stitch MCP server, following the Agent Skills open standard. These skills enhance various coding AI platforms like Antigravity, Gemini CLI, Claude Code, Cursor, and Codex, enabling them with advanced design, build, and utility capabilities.
  • mediumreadme#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Unlike general-purpose LLM orchestration frameworks such as LangChain or LlamaIndex, Stitch Agent Skills focuses on a declarative, graph-based planning and orchestration engine. This approach constructs robust execution plans by "stitching" together atomic skills, providing a more structured and predictable way to build adaptive, multi-step problem-solving agents specifically for coding environments, rather than relying solely on dynamic, step-by-step LLM reasoning.

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 google-labs-code/stitch-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vercel AI SDK
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Vercel AI SDK · recommended 1×
  2. Next.js · recommended 1×
  3. Vercel · recommended 1×
  4. AWS Amplify Studio · recommended 1×
  5. AWS Cloud Development Kit (CDK) · recommended 1×
  • CATEGORY QUERY
    How to extend my AI coding assistant with design and build capabilities?
    you: not recommended
    AI recommended (in order):
    1. Vercel AI SDK
    2. Next.js
    3. Vercel
    4. AWS Amplify Studio
    5. AWS Cloud Development Kit (CDK)
    6. Gatsby
    7. Plasmic
    8. Microsoft Power Apps
    9. Azure DevOps
    10. Google Cloud App Engine
    11. Google Cloud Build
    12. GitHub Copilot
    13. GitHub Actions
    14. Netlify
    15. Netlify CMS
    16. Strapi
    17. Contentful

    AI recommended 17 alternatives but never named google-labs-code/stitch-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a collection of reusable agent skills for various coding AI platforms?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. LangChain Hub
    3. LlamaIndex LlamaPacks
    4. GitHub
    5. AutoGen
    6. CrewAI
    7. BabyAGI
    8. OpenAI
    9. Awesome-LLM-Agents List (Paitesanshi/awesome-llm-agents)
    10. Reddit

    AI recommended 10 alternatives but never named google-labs-code/stitch-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
    warn

    Suggestion:

  • 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 google-labs-code/stitch-skills?
    pass
    AI named google-labs-code/stitch-skills explicitly

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

  • If a team adopts google-labs-code/stitch-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named google-labs-code/stitch-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 google-labs-code/stitch-skills solve, and who is the primary audience?
    pass
    AI did not name google-labs-code/stitch-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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google-labs-code/stitch-skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite