REPOGEO REPORT · LITE

KhazP/vibe-coding-prompt-template

Default branch main · commit e063721c · scanned 5/13/2026, 4:32:01 PM

GitHub: 2,374 stars · 299 forks

AI VISIBILITY SCORE

33 /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

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 KhazP/vibe-coding-prompt-template, 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 H3 and opening paragraph to clarify "workflow/template" vs. "tool"

Why:

CURRENT

<h3 align="center">A practical AI workflow for shipping MVPs</h3>

<p align="center">
  <strong>Turn an idea into an MVP with structured prompts, agent docs, and AI-assisted coding workflows.</strong>
</p>

COPY-PASTE FIX

<h3 align="center">A structured workflow and prompt template for shipping MVPs with AI</h3>

<p align="center">
  <strong>This repository provides a practical, step-by-step workflow and reusable prompt templates to guide AI assistants (like Claude, ChatGPT, or Copilot) in turning your ideas into shippable MVPs, focusing on structured PRD and technical design generation.</strong>
</p>

mediumtopics#2

Add more specific topics to emphasize "template" and "workflow"

Why:

CURRENT

ai-agents, ai-workflow, beginner-friendly, claude-code, claude-code-skills, claude-skills, dev-tools, development-workflows, llm-tools, llm-workflow, low-code, mvp-development, no-code, product-requirement-document, prompt-enginering, technical-design, vibe-coding, workflow-automation

COPY-PASTE FIX

ai-agents, ai-workflow, beginner-friendly, claude-code, claude-code-skills, claude-skills, dev-tools, development-workflows, llm-tools, llm-workflow, low-code, mvp-development, no-code, product-requirement-document, prompt-enginering, prompt-template, technical-design, vibe-coding, workflow-automation, ai-prompt-engineering, llm-prompt-template

lowreadme#3
Correct empty license link in README
Why:
CURRENT
```
<a href="LICENSE"></a>
```
COPY-PASTE FIX
```
<a href="LICENSE">MIT License</a>
```

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 KhazP/vibe-coding-prompt-template

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

GitHub Copilot

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

GitHub Copilot · recommended 1×
ChatGPT Plus · recommended 1×
OpenAI API · recommended 1×
Cursor · recommended 1×
Google Gemini · recommended 1×

CATEGORY QUERY
How can I accelerate MVP development using AI-assisted coding workflows and structured prompts?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. ChatGPT Plus
3. OpenAI API
4. Cursor
5. Google Gemini
6. Replit AI
7. Tabnine
8. AWS CodeWhisperer
AI recommended 8 alternatives but never named KhazP/vibe-coding-prompt-template. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help automate generating product requirement documents and technical designs with LLMs?
you: not recommended
AI recommended (in order):
1. GitHub Copilot Enterprise / GitHub Copilot Chat
2. Azure OpenAI Service / OpenAI API
3. Confluence
4. ClickUp / Jira
5. Notion AI
6. Miro
AI recommended 6 alternatives but never named KhazP/vibe-coding-prompt-template. 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 KhazP/vibe-coding-prompt-template?
pass
AI named KhazP/vibe-coding-prompt-template explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts KhazP/vibe-coding-prompt-template in production, what risks or prerequisites should they evaluate first?
pass
AI named KhazP/vibe-coding-prompt-template 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 KhazP/vibe-coding-prompt-template solve, and who is the primary audience?
pass
AI did not name KhazP/vibe-coding-prompt-template — 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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MARKDOWN (README)

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KhazP/vibe-coding-prompt-template — 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