RRepoGEO

REPOGEO REPORT · LITE

yarin-zhang/AI-Gist

Default branch main · commit 59d9457b · scanned 6/11/2026, 8:32:00 PM

GitHub: 813 stars · 74 forks

AI VISIBILITY SCORE
40 /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
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 yarin-zhang/AI-Gist, 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
    Clarify repo's identity as a desktop prompt management application in README's opening sentence

    Why:

    CURRENT
    ✨ AI Gist 是一款隐私优先的 AI 提示词管理工具，致力于让个人收藏的 AI 提示词能够发挥最大价值。现已覆盖 Windows / macOS / Linux 桌面端，并提供 Android APK 与 iOS App Store 版本，支持变量替换、Jinja 模板、AI 生成与调优、历史版本记录、云端备份等核心功能。
    COPY-PASTE FIX
    ✨ AI Gist 是一款**跨平台桌面应用**，一个隐私优先的 AI 提示词管理工具，致力于让个人收藏的 AI 提示词能够发挥最大价值。现已覆盖 Windows / macOS / Linux 桌面端，并提供 Android APK 与 iOS App Store 版本，支持变量替换、Jinja 模板、AI 生成与调优、历史版本记录、云端备份等核心功能。
  • highabout#2
    Update 'About' description to emphasize cross-platform desktop application

    Why:

    CURRENT
    ✨ AI Gist 是一款隐私优先的 AI 提示词管理工具，致力于让个人收藏的 AI 提示词能够发挥最大价值。支持变量替换、Jinja 模板、AI 生成与调优、历史版本记录、云端备份等核心功能。
    COPY-PASTE FIX
    ✨ AI Gist 是一款**跨平台桌面应用**，一个隐私优先的 AI 提示词管理工具，致力于让个人收藏的 AI 提示词能够发挥最大价值。支持变量替换、Jinja 模板、AI 生成与调优、历史版本记录、云端备份等核心功能。
  • mediumtopics#3
    Add specific topics for prompt management and application type

    Why:

    CURRENT
    ai, claude, electron, gemini, gpt, llm, localfirst, prompt-toolkit, prompts
    COPY-PASTE FIX
    ai, claude, electron, gemini, gpt, llm, localfirst, prompt-toolkit, prompts, prompt-manager, prompt-engineering-tool, desktop-app, cross-platform

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 yarin-zhang/AI-Gist
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. PromptLayer · recommended 1×
  3. Weights & Biases (W&B) Prompts · recommended 1×
  4. OpenAI Playground / API · recommended 1×
  5. Humanloop · recommended 1×
  • CATEGORY QUERY
    How to manage and optimize AI prompts with variable support and AI generation?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. PromptLayer
    3. Weights & Biases (W&B) Prompts
    4. OpenAI Playground / API
    5. Humanloop
    6. Vellum
    7. Guardrails AI

    AI recommended 7 alternatives but never named yarin-zhang/AI-Gist. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a privacy-focused, local-first prompt manager with cross-device synchronization and AI integration.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Dataview
    3. Templater
    4. Text Generator
    5. Syncthing
    6. Obsidian Sync

    AI recommended 6 alternatives but never named yarin-zhang/AI-Gist. 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 yarin-zhang/AI-Gist?
    pass
    AI named yarin-zhang/AI-Gist explicitly

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

  • If a team adopts yarin-zhang/AI-Gist in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yarin-zhang/AI-Gist 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 yarin-zhang/AI-Gist solve, and who is the primary audience?
    pass
    AI named yarin-zhang/AI-Gist explicitly

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

Embed your GEO score

Drop this badge into the README of yarin-zhang/AI-Gist. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/yarin-zhang/AI-Gist.svg)](https://repogeo.com/en/r/yarin-zhang/AI-Gist)
HTML
<a href="https://repogeo.com/en/r/yarin-zhang/AI-Gist"><img src="https://repogeo.com/badge/yarin-zhang/AI-Gist.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

yarin-zhang/AI-Gist — 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