How do I install the AI Hedge Fund skill?

Run npx skillmds@latest add lord1egypt/ai-hedge-fund in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is AI Hedge Fund safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with AI Hedge Fund?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is AI Hedge Fund free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published AI Hedge Fund?

Lord1Egypt (@lord1egypt) published this skill. Their other Agent Skills are listed on their SkillMD profile.

AI Hedge Fund by lord1egypt — Agent Skill

Name: AI Hedge Fund
Rating: 4.2 (5 reviews)
Author: Lord1Egypt

AI Hedge Fund

Run an AI-powered hedge fund simulation with 16+ legendary investor agents. Each agent analyzes stocks from their unique investment philosophy. Auto-detects model from current OpenClaw session, no hardcoding. Uses yfinance for free financial data. Based on github.com/virattt/ai-hedge-fund.

Lord1Egypt Updated Sep 8, 2026 2 repo stars

File contents

AI Hedge Fund Skill

Multi-agent investment analysis using legendary investor personas.

Project: https://github.com/virattt/ai-hedge-fund

Setup (first time)

# Clone project
git clone https://github.com/virattt/ai-hedge-fund /data/workspace/ai-hedge-fund

# Install
pip install -e /data/workspace/ai-hedge-fund --break-system-packages --quiet
pip install yfinance --break-system-packages --quiet

Run

Via skill script (auto-detects model):

python3 /data/workspace/skills/skills/ai-hedge-fund/scripts/run.py \
  --tickers NVDA \
  --analysts-all \
  --show-reasoning

Or direct CLI:

cd /data/workspace/ai-hedge-fund
python3 src/main.py \
  --tickers NVDA \
  --start-date 2026-01-01 \
  --end-date 2026-04-12 \
  --model "minimax/minimax-m2.5:free" \
  --analysts-all \
  --show-reasoning

Model Auto-Detection

Not hardcoded. The run.py script auto-detects from:

$OPENCLAW_LLM_MODEL environment variable
OpenClaw config (/root/.openclaw/openclaw.json)
Default: minimax/minimax-m2.5:free

You can also specify manually via --model flag.

Available Models

Any model from src/llm/api_models.json, e.g.:

minimax/minimax-m2.5:free (default, free)
qwen/qwen3.6-plus:free (free)
gpt-4.1 (OpenAI)
claude-sonnet-4-6 (Anthropic)

All 16+ Agents

Agent	Philosophy
Warren Buffett	Wonderful business at fair price
Charlie Munger	Only wonderful businesses
Ben Graham	Margin of safety
Michael Burry	Contrarian deep value
Cathie Wood	Innovation & disruption
Bill Ackman	Activist investor
Peter Lynch	Ten-baggers
Phil Fisher	Scuttlebutt
Stanley Druckenmiller	Macro asymmetric
Nassim Taleb	Antifragility
Mohnish Pabrai	Dhandho
Rakesh Jhunjhunwala	Big Bull
Aswath Damodaran	Valuation
+ Quant agents	Fundamentals, Technical, Valuation, Sentiment

Output

Each agent outputs: signal (bullish/bearish/neutral), confidence %, reasoning. Portfolio Manager aggregates into final BUY/SELL/HOLD.

Data Source

yfinance (free, no API key needed)

---name: ai-hedge-funddescription: Run an AI-powered hedge fund simulation with 16+ legendary investor agents. Each agent analyzes stocks from their unique investment philosophy. Auto-detects model from current OpenClaw session, no hardcoding. Uses yfinance for free financial data. Based on github.com/virattt/ai-hedge-fund.---# AI Hedge Fund SkillMulti-agent investment analysis using legendary investor personas.**Project:** https://github.com/virattt/ai-hedge-fund## Setup (first time)```bash# Clone projectgit clone https://github.com/virattt/ai-hedge-fund /data/workspace/ai-hedge-fund# Installpip install -e /data/workspace/ai-hedge-fund --break-system-packages --quietpip install yfinance --break-system-packages --quiet```## RunVia skill script (auto-detects model):```bashpython3 /data/workspace/skills/skills/ai-hedge-fund/scripts/run.py \ --tickers NVDA \ --analysts-all \ --show-reasoning```Or direct CLI:```bashcd /data/workspace/ai-hedge-fundpython3 src/main.py \ --tickers NVDA \ --start-date 2026-01-01 \ --end-date 2026-04-12 \ --model "minimax/minimax-m2.5:free" \ --analysts-all \ --show-reasoning```## Model Auto-Detection**Not hardcoded.** The run.py script auto-detects from:1. `$OPENCLAW_LLM_MODEL` environment variable2. OpenClaw config (`/root/.openclaw/openclaw.json`)3. Default: `minimax/minimax-m2.5:free`You can also specify manually via `--model` flag.## Available ModelsAny model from `src/llm/api_models.json`, e.g.:- `minimax/minimax-m2.5:free` (default, free)- `qwen/qwen3.6-plus:free` (free)- `gpt-4.1` (OpenAI)- `claude-sonnet-4-6` (Anthropic)## All 16+ Agents| Agent | Philosophy ||-------|------------|| Warren Buffett | Wonderful business at fair price || Charlie Munger | Only wonderful businesses || Ben Graham | Margin of safety || Michael Burry | Contrarian deep value || Cathie Wood | Innovation & disruption || Bill Ackman | Activist investor || Peter Lynch | Ten-baggers || Phil Fisher | Scuttlebutt || Stanley Druckenmiller | Macro asymmetric || Nassim Taleb | Antifragility || Mohnish Pabrai | Dhandho || Rakesh Jhunjhunwala | Big Bull || Aswath Damodaran | Valuation || + Quant agents | Fundamentals, Technical, Valuation, Sentiment |## OutputEach agent outputs: signal (bullish/bearish/neutral), confidence %, reasoning.Portfolio Manager aggregates into final BUY/SELL/HOLD.## Data Sourceyfinance (free, no API key needed)

Frequently asked questions