REPOGEO REPORT · LITE

holmquistc407/ai-tishici

Default branch main · commit 596d6fa7 · scanned 6/7/2026, 12:52:52 PM

GitHub: 849 stars · 87 forks

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 holmquistc407/ai-tishici, 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

Add a clarifying sentence to the README's introduction

Why:

CURRENT

# 2025年最好的AI提示词合集：ChatGPT、Claude、Gemini 提示词大全

在 AI 世界中，**提示词**（Prompt）就像是与 AI 沟通的桥梁。通过精准的关键词，你可以让 ChatGPT、Claude、Gemini 以及 Midjourney 等 AI 模型为你的工作带来事半功倍的效果。

本项目汇总 ChatGPT、Claude、Gemini 等 AI 模型的提示词与提示工程资源网站，快速找到最适合你的提示词生成器与优化工具.

COPY-PASTE FIX

这是一个**AI提示词和提示工程资源的精选合集**，而非AI模型或生成器。它旨在帮助用户高效利用ChatGPT、Claude、Gemini等AI工具。

# 2025年最好的AI提示词合集：ChatGPT、Claude、Gemini 提示词大全

在 AI 世界中，**提示词**（Prompt）就像是与 AI 沟通的桥梁。通过精准的关键词，你可以让 ChatGPT、Claude、Gemini 以及 Midjourney 等 AI 模型为你的工作带来事半功倍的效果。

本项目汇总 ChatGPT、Claude、Gemini 等 AI 模型的提示词与提示工程资源网站，快速找到最适合你的提示词生成器与优化工具.

hightopics#2

Add relevant topics to improve categorization

Why:

COPY-PASTE FIX

ai-prompts, prompt-engineering, chatgpt-prompts, claude-prompts, gemini-prompts, midjourney-prompts, prompt-collection, ai-resources, chinese-prompts

highlicense#3
Add a LICENSE file to clarify usage rights
Why:
COPY-PASTE FIX
```
Create a LICENSE file in the repository root, for example, using the MIT License template.
```

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 holmquistc407/ai-tishici

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI's Prompt Engineering Guide

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenAI's Prompt Engineering Guide · recommended 1×
DeepLearning.AI's 'Prompt Engineering for Developers' Course · recommended 1×
LearnPrompting.org · recommended 1×
Anthropic's 'Constitutional AI' and 'Prompt Engineering' Papers/Blog Posts · recommended 1×
Awesome-Prompt-Engineering GitHub Repository · recommended 1×

CATEGORY QUERY
Where can I find effective prompt engineering resources for large language models?
you: not recommended
AI recommended (in order):
1. OpenAI's Prompt Engineering Guide
2. DeepLearning.AI's 'Prompt Engineering for Developers' Course
3. LearnPrompting.org
4. Anthropic's 'Constitutional AI' and 'Prompt Engineering' Papers/Blog Posts
5. Awesome-Prompt-Engineering GitHub Repository
6. Google's 'Prompt Engineering Best Practices' Documentation
7. Prompt Engineering Subreddit (r/PromptEngineering)
AI recommended 7 alternatives but never named holmquistc407/ai-tishici. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best tools to generate and optimize prompts for generative AI?
you: not recommended
AI recommended (in order):
1. PromptPerfect
2. OpenAI Playground / ChatGPT Plus
3. Midjourney Prompt Helper / Prompt Builder
4. Lexica.art / Civitai
5. PromptBase
6. Hugging Face Spaces
7. Flowrite
AI recommended 7 alternatives but never named holmquistc407/ai-tishici. 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 holmquistc407/ai-tishici?
pass
AI did not name holmquistc407/ai-tishici — 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 holmquistc407/ai-tishici in production, what risks or prerequisites should they evaluate first?
pass
AI named holmquistc407/ai-tishici 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 holmquistc407/ai-tishici solve, and who is the primary audience?
pass
AI did not name holmquistc407/ai-tishici — 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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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite