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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Distill investment wisdom from Buffett, Dalio, Soros, Marks & more — 15 masters' methodologies + 13F tracking, built for AI agents.
| Date | Stars |
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| 2026-07-31 | 334 |
| 2026-08-03 | 371 |
| 2026-08-06 | 371 |
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<div align="center"> # Investment Masters **Distill investment wisdom from the world's best fund managers.** *15 masters' methodologies + 13F tracking, built for AI agents and human investors* [](LICENSE) [](#the-15-masters) [](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&type=13F) [Quick Start](#quick-start) · [The 15 Masters](#the-15-masters) · [5 Common Principles](#5-common-principles) · [AlphaGBM Skills](https://github.com/AlphaGBM/skills) </div> ## What Is This? The best "open-source code" in investing is the public record: shareholder letters, SEC filings, books, interviews, and memos. This repo distills **15 top fund managers' methodologies** into structured, actionable profiles that any AI agent or human can use. This is not "AI roleplay as Buffett." This is **methodology extraction** -- understanding *why* they buy, *how* they manage risk, and *when* they exit. ### What Sets This Apart | | AI Roleplay Tools | Generic Finance Bots | **Investment Masters** | |--|-------------------|---------------------|----------------------| | Source | LLM training data | News feeds | **Primary sources: letters, 13F, books, memos** | | Depth | Surface-level quotes | Price alerts | **Full methodology: selection, sizing, risk, exit** | | Verifiable | "Buffett would say..." | N/A | **Every claim has a source citation** | | Actionable | Entertainment | Information | **Maps to systematic investment rules** | | 13F Tracking | No | No | **Quarterly holdings with CIK links** | ## Quick Start ### For Claude Code ```bash git clone https://github.com/AlphaGBM/investment-masters.git .claude/skills/investment-masters ``` ### For Cursor ```bash git clone https://github.com/AlphaGBM/investment-masters.git .cursor/skills/investment-masters ``` Then ask your AI: > "Distill Buffett's investment methodology" > > "Compare Dalio and Marks on risk management" > > "What did Bridgewater buy last quarter?" > > "Write a research report on the 5 common principles" ## The 15 Masters | # | Master | Style | Profile | |---|--------|-------|---------| | 1 | **[Bridgewater (Dalio)](masters/bridgewater.md)** | Risk parity / All-weather | Principles, All Weather white paper | | 2 | **[Buffett](masters/buffett.md)** | Value / Moat | 60 years of shareholder letters | | 3 | **[Renaissance (Simons)](masters/renaissance.md)** | Pure quant / Statistical arbitrage | The Man Who Solved the Market | | 4 | **[AQR (Asness)](masters/aqr.md)** | Factor investing / Momentum | 200+ research papers | | 5 | **[Tepper](masters/tepper.md)** | Contrarian / Extreme opportunity | 2009 crisis bottom-fishing | | 6 | **[Soros](masters/soros.md)** | Macro / Reflexivity | The Alchemy of Finance | | 7 | **[Ackman](masters/ackman.md)** | Concentrated / Event-driven | 2020 CDS hedge | | 8 | **[Howard Marks](masters/howard_marks.md)** | Cycles / Second-level thinking | The Most Important Thing + memos | | 9 | **[Hillhouse (Zhang Lei)](masters/hillhouse.md)** | Long-termism / China | Value | | 10 | **[ARK (Wood)](masters/ark.md)** | Disruptive innovation | Big Ideas report | | 11 | **[Duan Yongping](masters/duan_yongping.md)** | Value / 本分 / Circle of competence | Xueqiu essays, Buffett lunch | | 12 | **[Peter Lynch](masters/lynch.md)** | GARP / Invest in what you know | *One Up on Wall Street* | | 13 | **[Druckenmiller](masters/druckenmiller.md)** | Macro / Concentrated asymmetric bets | Quantum Fund, Duquesne | | 14 | **[Liang Wenfeng (High-Flyer)](masters/liang_wenfeng.md)** | Quant / AI-driven | 幻方量化 + DeepSeek | | 15 | **[Linda Raschke](masters/raschke.md)** | Short-term technical / Swing | *Street Smarts*, Market Wizards | ## 5 Common Principles Despite radically different styles, all 15 converge on these: 1. **Systems Over Intuition** -- Dalio built All-weather. Simons b
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:eefd95214eafc5ef, llm:description: 'Distill investment wisdom from Buffett, Dalio, Soros, Marks & more — 15 masters' methodologies + 13F tracking, built for AI agents.'
matched fp:eefd95214eafc5ef, llm:description: 'Distill investment wisdom from Buffett, Dalio, Soros, Marks & more — 15 masters' methodologies + 13F tracking, built for AI agents.'
matched fp:eefd95214eafc5ef, llm:description: 'Distill investment wisdom from Buffett, Dalio, Soros, Marks & more — 15 masters' methodologies + 13F tracking, built for AI agents.'