RRepoGEO

REPOGEO REPORT · LITE

vercel-labs/next-skills

Default branch main · commit b76d687c · scanned 6/26/2026, 2:07:51 PM

GitHub: 949 stars · 72 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
3 / 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 vercel-labs/next-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
  • highabout#1
    Add a clear repository description

    Why:

    COPY-PASTE FIX
    This repository is the *old location* for Next.js agent skills, which have since moved to the main vercel/next.js repository. It serves as an archive and redirect.
  • highlicense#2
    Add a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the MIT License text. This is a common choice for Vercel projects and provides clear usage terms.
  • mediumtopics#3
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    nextjs, agent-skills, archive, deprecated, redirect, historical

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 vercel-labs/next-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Varnish Cache
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Varnish Cache · recommended 1×
  2. Nginx · recommended 1×
  3. Cloudflare · recommended 1×
  4. Amazon CloudFront · recommended 1×
  5. Akamai · recommended 1×
  • CATEGORY QUERY
    How to optimize server-side rendered web applications for better caching performance?
    you: not recommended
    AI recommended (in order):
    1. Varnish Cache
    2. Nginx
    3. Cloudflare
    4. Amazon CloudFront
    5. Akamai
    6. Fastly
    7. Redis
    8. Memcached
    9. node-cache
    10. lru-cache

    AI recommended 10 alternatives but never named vercel-labs/next-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for enforcing modern frontend development best practices in a project?
    you: not recommended
    AI recommended (in order):
    1. ESLint (eslint/eslint)
    2. Prettier (prettier/prettier)
    3. TypeScript (microsoft/TypeScript)
    4. Stylelint (stylelint/stylelint)
    5. Husky (typicode/husky)
    6. Lint-staged (okonet/lint-staged)
    7. Cypress (cypress-io/cypress)
    8. Playwright (microsoft/playwright)

    AI recommended 8 alternatives but never named vercel-labs/next-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
    fail

    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 vercel-labs/next-skills?
    pass
    AI named vercel-labs/next-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 vercel-labs/next-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vercel-labs/next-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 vercel-labs/next-skills solve, and who is the primary audience?
    pass
    AI named vercel-labs/next-skills explicitly

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

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MARKDOWN (README)
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vercel-labs/next-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
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