stanley-druckenmiller

Creates concentrated multi-asset macro trading plans with risk controls.

13|3|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/cubexch/ai-fund --skill stanley-druckenmiller
Or copy as Structured Prompt for Agent
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Skill: stanley-druckenmiller
Source: https://github.com/cubexch/ai-fund/tree/main/skills/stanley-druckenmiller
Command: npx skills add https://github.com/cubexch/ai-fund --skill stanley-druckenmiller

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides a structured, high-conviction macro investing framework that emphasizes concentrated bets, disciplined sizing, and disciplined risk management to outperform diversified macro approaches.

It translates macro theses into executable guidance for portfolio construction and execution, enabling users to emulate Druckenmiller's approach of sizing meaningful bets when the thesis is strongest.

Core Features & Use Cases

  • Concentration framework: identify dominant macro theses, allocate 3-5 large positions, and maintain dry powder for opportunistic sizing.
  • Position sizing discipline: establish conviction-based sizing rules (e.g., 10-25% of portfolio for top bets) and rules for adding or trimming exposure.
  • Risk management playbook: explicit pre-trade confirmation, 24-hour loss-cut rules, and max single-position exposure limits to prevent blowups.
  • Strategy guidance: macro regime assessment, asset-class prioritization, and end-to-end execution guardrails across multiple venues.

Quick Start

State a macro thesis and size a position according to the concentration framework.

Frequently Asked Questions about stanley-druckenmiller

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I size concentrated macro bets based on conviction?

To size concentrated macro bets, this framework assesses your conviction level to allocate 10-25% of your portfolio per position across 3-5 dominant trades. It requires explicit pre-trade confirmation and enforces a 25% maximum single-position exposure cap to prevent portfolio blowups.

What is the best way to manage risk on high-conviction trades?

Managing risk on high-conviction trades requires a strict playbook including pre-trade confirmation, a 24-hour loss-cut rule, and maximum exposure limits. This approach enforces disciplined position sizing and mandates cutting losses within 24 hours if the original macro thesis invalidates.

How do I translate a macro thesis into multi-asset portfolio positions?

Translating a macro thesis into executable positions involves assessing the macro regime, prioritizing asset classes, and applying a concentration framework. This process identifies high-conviction opportunities and sizes 3-5 large multi-asset positions while maintaining dry powder for opportunistic additions.

Can I execute live trades directly using this concentration framework?

This concentration framework defaults to paper mode and requires explicit confirmation before executing any trades. It is designed to provide strategy guidance and risk guardrails rather than autonomous execution, ensuring you maintain control over portfolio allocation.

Why use concentrated position sizing instead of diversified macro investing?

Concentrated position sizing outperforms diversified macro approaches by allocating capital to your strongest macro theses. This framework emphasizes sizing meaningful bets of 10-25% across 3-5 positions rather than spreading capital thinly, enabling larger returns when conviction is highest.

When should I trim exposure or cut losses on a macro trade?

You should cut losses within 24 hours when your original macro thesis invalidates, and trim exposure based on conviction-based sizing rules. The framework provides strict guardrails to exit positions rapidly if the fundamental macro regime assessment changes.