RRepoGEO

REPOGEO REPORT · LITE

agi-now/buffett-skills

Default branch main · commit aeeae92c · scanned 6/15/2026, 7:23:04 PM

GitHub: 608 stars · 161 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 agi-now/buffett-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
  • highreadme#1
    Reposition the README's opening sentence to emphasize 'AI skill for LLMs'

    Why:

    CURRENT
    A collection of Claude Code skills built around Warren Buffett's investment framework.
    COPY-PASTE FIX
    This repository offers a collection of Claude Code skills designed for Large Language Models (LLMs) to apply Warren Buffett's investment framework.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT, Apache-2.0, or GPL-3.0) in the repository root.
  • mediumtopics#3
    Refine repository topics for better categorization

    Why:

    CURRENT
    ai, btc, buffett, ethereum, finance, skills
    COPY-PASTE FIX
    ai, llm, claude, investment, value-investing, warren-buffett, financial-analysis, ai-skills, prompt-engineering

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 agi-now/buffett-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stock Rover
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stock Rover · recommended 1×
  2. Simply Wall St · recommended 1×
  3. FinChat.io · recommended 1×
  4. Koyfin · recommended 1×
  5. TrendSpider · recommended 1×
  • CATEGORY QUERY
    What AI tools can help analyze stocks using a value investing approach?
    you: not recommended
    AI recommended (in order):
    1. Stock Rover
    2. Simply Wall St
    3. FinChat.io
    4. Koyfin
    5. TrendSpider
    6. AlphaSense
    7. ChatGPT
    8. Google Gemini

    AI recommended 8 alternatives but never named agi-now/buffett-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I integrate a comprehensive investment analysis framework into my AI assistant?
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (Lean Engine) (QuantConnect/Lean)
    2. Zipline (quantopian/zipline)
    3. Pyfolio (quantopian/pyfolio)
    4. Alpaca API
    5. yfinance (ranaroussi/yfinance)
    6. OpenBB Terminal (OpenBB-finance/OpenBBTerminal)
    7. TA-Lib (Technical Analysis Library) (TA-Lib/ta-lib-python)

    AI recommended 7 alternatives but never named agi-now/buffett-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
    warn

    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 agi-now/buffett-skills?
    pass
    AI did not name agi-now/buffett-skills — 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 agi-now/buffett-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named agi-now/buffett-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 agi-now/buffett-skills solve, and who is the primary audience?
    pass
    AI named agi-now/buffett-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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agi-now/buffett-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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agi-now/buffett-skills — RepoGEO report