Agent skill

Soros Reflexivity

by questflowai in questflowai/investorskills

A skill your agent uses when evaluating macro dislocations, reflexive feedback loops, policy shifts, positioning squeezes, and asymmetric bets in a George Soros style.

MITAuto-check passedMarketing & SEO

Install Soros Reflexivity

skills CLI
$ npx skills add questflowai/investorskills --skill soros-reflexivity -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install questflowai/investorskills soros-reflexivity --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/questflowai/investorskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/soros-reflexivity .claude/skills/soros-reflexivity && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
soros-reflexivity
GitHub stars
1.9k
Token cost
~614 tokens
SKILL.md length
278 words
Files
2
Skills in repo
63
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when evaluating macro dislocations, reflexive feedback loops, policy shifts, positioning squeezes, and asymmetric bets in a George Soros style.

  • Works in 6 steps: Define the prevailing belief and the… → Identify the feedback loop between… → Decide whether the loop is… → …
  • Evaluating macro dislocations
  • SKILL.md covers When To Use, Do Not Use When, Inputs Needed and Process, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Soros Reflexivity is an agent skill from questflowai/investorskills. Use when evaluating macro dislocations, reflexive feedback loops, policy shifts, positioning squeezes, and asymmetric bets in a George Soros style.

Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `invest.md`).

It sits in Marketing & SEO, covering Positioning and messaging. The repository describes itself as: Investor Skills is an open-source library that turns durable investing judgment into portable, structured formats. It collects how great investors think, filter opportunities… The licence is MIT.

When your agent uses it

  • Evaluating macro dislocations
  • Reflexive feedback loops
  • Positioning squeezes
  • Asymmetric bets in a George Soros style

Example prompts

  • “/soros-reflexivity”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Define the prevailing belief and the underlying reality.
  2. Identify the feedback loop between prices, fundamentals, behavior, and policy.
  3. Decide whether the loop is self-reinforcing, self-correcting, or breaking.
  4. Test asymmetry: downside if wrong vs upside if the reflexive process accelerates.
  5. Start with a probe if uncertain, add only when the market confirms.
  6. Define invalidation and exit before sizing up.

What it can do on your machine

Read from SKILL.md and the folder at commit 2844d78. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Soros Reflexivity loads about 614 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 278 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~614

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from questflowai/investorskills at commit 2844d78, republished under its MIT licence (© questflowai). 278 words, ~614 tokens.

Download SKILL.mdSave it as .claude/skills/soros-reflexivity/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
soros-reflexivity
description
Use when evaluating macro dislocations, reflexive feedback loops, policy shifts, positioning squeezes, and asymmetric bets in a George Soros style.
invest
./invest.md

Soros Reflexivity

Use this skill to apply George Soros-style reflexivity: identify where participant beliefs and market prices reinforce each other, test whether the feedback loop is unstable, and structure asymmetric macro trades with explicit invalidation.

When To Use

Use this skill when the user asks for:

  • Macro dislocation analysis
  • Reflexive boom/bust dynamics
  • Currency, rates, credit, equity index, or commodity regime shifts
  • Crowded positioning and squeeze risk
  • Asymmetric trade structuring

Trigger phrases include Soros, reflexivity, macro dislocation, feedback loop, boom bust, asymmetric, policy shift, and positioning.

Do Not Use When

  • The opportunity has no identifiable feedback loop.
  • The trade cannot be expressed with clear invalidation.
  • Liquidity is too poor to exit.
  • The user wants passive long-term ownership analysis.

Inputs Needed

  • Market or macro theme
  • Price trend, positioning, consensus narrative, and policy backdrop
  • Key economic or liquidity data
  • Catalyst path and time horizon
  • Trade expression, stop level, and risk budget if available

Process

  1. Define the prevailing belief and the underlying reality.
  2. Identify the feedback loop between prices, fundamentals, behavior, and policy.
  3. Decide whether the loop is self-reinforcing, self-correcting, or breaking.
  4. Test asymmetry: downside if wrong vs upside if the reflexive process accelerates.
  5. Start with a probe if uncertain, add only when the market confirms.
  6. Define invalidation and exit before sizing up.

Output Format

md
# Soros Reflexivity View: [Theme]

## Verdict
Probe / Press / Hold / Exit / Pass

## Prevailing Bias

## Reflexive Loop

## Asymmetry

## Trade Expression

## Invalidation

## What Would Make The Thesis Accelerate

## Missing Data

Guardrails

  • Do not call every trend reflexive.
  • Do not size big before the market confirms.
  • Do not hold after the thesis stops working.
  • Do not ignore policy response.
  • Do not confuse being contrarian with being right.

Questflow Use

In Questflow, this skill is best used as a macro judgment module that monitors narratives, positioning, policy, cross-asset confirmation, and asymmetric risk windows.

© questflowai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/soros-reflexivity of questflowai/investorskills.

  • SKILL.md
  • invest.md

Open the folder on GitHubat commit 2844d78

Compare with similar skills

Soros Reflexivity next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Soros Reflexivity compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Soros Reflexivity this skillquestflowai/investorskills1.9k—~614Automated safety check: PassMIT
Marketing OsYuzzyuk/marketing-os536—~2.5kAutomated safety check: PassMIT
Revenue Centric Designheliocosta-dev/revenue-centric-design740—~1.6kAutomated safety check: PassCustom licence
Startup Positioningferdinandobons/startup-skill1.2k—~4.6kAutomated safety check: PassMIT
Stanley Druckenmiller Investmenttradermonty/claude-trading-skills3k1 repos~2kAutomated safety check: PassMIT
B2b Playbookweilun88313/B2B-Playbook203—~3.1kAutomated safety check: PassProprietary

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Categories

Questions about Soros Reflexivity

What does Soros Reflexivity do?

A skill your agent uses when evaluating macro dislocations, reflexive feedback loops, policy shifts, positioning squeezes, and asymmetric bets in a George Soros style. Soros Reflexivity is an agent skill from questflowai/investorskills. Use when evaluating macro dislocations, reflexive feedback loops, policy shifts, positioning squeezes, and asymmetric bets in a George Soros style.

When should I use Soros Reflexivity?

Soros Reflexivity fits situations like: evaluating macro dislocations; reflexive feedback loops; positioning squeezes; asymmetric bets in a George Soros style.

How do I install Soros Reflexivity in Claude Code?

Run `npx skills add questflowai/investorskills --skill soros-reflexivity -a claude-code`. Or copy the skill folder (skills/soros-reflexivity in questflowai/investorskills) into .claude/skills/soros-reflexivity in your project. Claude Code loads it when a task matches its description.

How do I install Soros Reflexivity in Codex?

Run `npx skills add questflowai/investorskills --skill soros-reflexivity -a codex`. Or copy the skill folder (skills/soros-reflexivity in questflowai/investorskills) into .agents/skills/soros-reflexivity in your project. Codex loads it when a task matches its description.

Can I use Soros Reflexivity in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add questflowai/investorskills --skill soros-reflexivity -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/soros-reflexivity, .gemini/skills/soros-reflexivity, .github/skills/soros-reflexivity and .opencode/skills/soros-reflexivity in your project.

What does Soros Reflexivity need to run?

SKILL.md names no scripts, command-line tools or credentials: Soros Reflexivity is instructions for the agent only.

Does Soros Reflexivity access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Soros Reflexivity safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Soros Reflexivity use?

Soros Reflexivity is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Soros Reflexivity use?

About 614 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Soros Reflexivity?

Skills that share tags, products or a category with Soros Reflexivity: Marketing Os (Yuzzyuk/marketing-os, 536 stars), Revenue Centric Design (heliocosta-dev/revenue-centric-design, 740 stars), Startup Positioning (ferdinandobons/startup-skill, 1.2k stars) and Stanley Druckenmiller Investment (tradermonty/claude-trading-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Soros Reflexivity?

questflowai (a GitHub organization) maintains it in questflowai/investorskills, which has 1,896 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on August 23, 2026.

Source: questflowai/investorskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.