RRepoGEO

REPOGEO REPORT · LITE

dgreenheck/webgpu-claude-skill

Default branch main · commit af2319bd · scanned 6/27/2026, 8:07:41 PM

GitHub: 1,036 stars · 89 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
17 /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
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 dgreenheck/webgpu-claude-skill, 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

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

OVERALL DIRECTION
  • highreadme#1
    Strengthen README's opening sentence to emphasize AI skill

    Why:

    CURRENT
    An Agent Skill for developing WebGPU-enabled Three.js applications using TSL (Three.js Shading Language).
    COPY-PASTE FIX
    A Claude Agent Skill that empowers AI assistants to develop WebGPU-enabled Three.js applications using TSL (Three.js Shading Language).
  • mediumlicense#2
    Add a LICENSE file and mention it in the README

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a `LICENSE` file to the repository root, containing the full text of your chosen open-source license. Additionally, add a 'License' section to the README, stating the name of the license (e.g., 'This project is licensed under the Apache-2.0 License.').

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 dgreenheck/webgpu-claude-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Three.js
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Three.js · recommended 2×
  2. Babylon.js · recommended 2×
  3. PlayCanvas · recommended 2×
  4. WebGPU API · recommended 1×
  5. WGPU · recommended 1×
  • CATEGORY QUERY
    How to develop advanced 3D graphics experiences for the web using next-gen GPU APIs?
    you: not recommended
    AI recommended (in order):
    1. WebGPU API
    2. WGPU
    3. Three.js
    4. Babylon.js
    5. PlayCanvas
    6. Filament

    AI recommended 6 alternatives but never named dgreenheck/webgpu-claude-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking guidance on creating custom shaders and materials for declarative web 3D scenes.
    you: not recommended
    AI recommended (in order):
    1. Three.js
    2. React Three Fiber (R3F)
    3. Drei
    4. Babylon.js
    5. Node Material Editor (NME)
    6. PlayCanvas
    7. A-Frame
    8. Spline

    AI recommended 8 alternatives but never named dgreenheck/webgpu-claude-skill. 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 dgreenheck/webgpu-claude-skill?
    pass
    AI did not name dgreenheck/webgpu-claude-skill — 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 dgreenheck/webgpu-claude-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dgreenheck/webgpu-claude-skill 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 dgreenheck/webgpu-claude-skill solve, and who is the primary audience?
    pass
    AI did not name dgreenheck/webgpu-claude-skill — 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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dgreenheck/webgpu-claude-skill — 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