REPOGEO REPORT · LITE
AlphaGBM/skills
Default branch main · commit c69fa1b7 · scanned 6/9/2026, 12:32:47 PM
GitHub: 732 stars · 113 forks
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 AlphaGBM/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.
- highreadme#1Reposition the README H1 and opening paragraph to specify AI agent focus
Why:
CURRENT# AlphaGBM Skills **See what options are pricing in — with real data, not guesswork.29 AI skills for options & research intelligence · Built on real market data · Trusted by 10,000+ traders*
COPY-PASTE FIX# AlphaGBM Skills: Real-Data Options Intelligence for AI Agents **29 AI skills for Claude Code, Cursor & beyond, providing real-time options intelligence built on actual market data, not LLM hallucinations.** Trusted by 10,000+ traders.
- hightopics#2Add relevant topics to improve categorization and discoverability
Why:
COPY-PASTE FIXai-agents, options-trading, financial-data, claude-ai, cursor-ai, market-intelligence, generative-ai, llm-tools, trading-bot
- mediumreadme#3Enhance the '30-Second Demo' to explicitly highlight AI agent interaction
Why:
CURRENT### 30-Second Demo ```bash git clone https://github.com/AlphaGBM/skills.git .claude/skills/alphagbm ``` Then ask your AI: *"Analyze AAPL options using AlphaGBM"* — works instantly with built-in data, no API key needed.
COPY-PASTE FIX### 30-Second Demo: Integrate AlphaGBM Skills into Your AI Agent 1. **Install the skills:** ```bash git clone https://github.com/AlphaGBM/skills.git .claude/skills/alphagbm ``` 2. **Ask your AI agent:** Then, simply ask your AI (e.g., Claude Code, Cursor): *"Analyze AAPL options using AlphaGBM"* — it works instantly with built-in data, no API key needed. This demonstrates how AlphaGBM skills provide real-time options intelligence directly within your AI workflow.
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.
- Quandl (Nasdaq Data Link) · recommended 2×
- Polygon.io · recommended 1×
- Tradier API · recommended 1×
- Interactive Brokers (IBKR) API (TWS API) · recommended 1×
- E-Trade API · recommended 1×
- CATEGORY QUERYHow can I integrate real-time options market intelligence into my AI agent workflow?you: not recommendedAI recommended (in order):
- Polygon.io
- Tradier API
- Interactive Brokers (IBKR) API (TWS API)
- E-Trade API
- Cboe LiveVol
- Quandl (Nasdaq Data Link)
- Alpha Vantage
AI recommended 7 alternatives but never named AlphaGBM/skills. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools provide accurate, real-time options data for building reliable financial AI models?you: not recommendedAI recommended (in order):
- Cboe LiveVol Data Solutions
- Interactive Brokers (IBKR) API
- Quandl (Nasdaq Data Link)
- OptionMetrics (Ivy DB)
- Xignite
- Bloomberg Terminal
AI recommended 6 alternatives but never named AlphaGBM/skills. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
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 AlphaGBM/skills?passAI named AlphaGBM/skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts AlphaGBM/skills in production, what risks or prerequisites should they evaluate first?passAI named AlphaGBM/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 AlphaGBM/skills solve, and who is the primary audience?passAI named AlphaGBM/skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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AlphaGBM/skills — 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