Mean Reversion

Mean Reversion is an AI Engineering skill for Claude Code, published by Superior-Trade in superior-skills.

207 stars9 forkson Superior-Trade/superior-skillsAdded 2026/09/05Repository updated 2026/09/03

agent-skillsai-agentsalgorithmic-tradingbacktestingequitieshyperliquidllmmcppolymarketprediction-marketsquantstockstradingtrading-bottrading-strategies

Install in seconds

Install Mean Reversion

Copy Mean Reversion into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Superior-Trade/superior-skills/tree/main/skills/mean-reversion ~/.claude/skills/mean-reversion

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Superior-Trade/superior-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/mean-reversion/SKILL.md in Superior-Trade/superior-skills
Installs to: ~/.claude/skills/mean-reversion
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 3101 skills

What Mean Reversion does

Mean Reversion writes a 4h Bollinger-band mean-reversion trading strategy with RSI and ADX filters for range-bound markets. Use it for oversold bounces, band fades, and other reversion setups on Superior Trade.

Mean Reversion is cataloged under AI Engineering on DirSkills. Mean Reversion comes from a repository tagged agent-skills, ai-agents, algorithmic-trading, backtesting and equities.

Documentation

README

Excerpt

Mean Reversion — Bollinger Reverter 4h

Note: This template was upgraded from the prior 1h / 2.5σ / ADX<30 version to the 4h / 2σ / ADX<25 version after backtesting showed the 4h variant produces meaningfully more trades with comparable risk and validated multi-pair edge. The prior 1h version is preserved at the end for reference.

Symmetric mean-reversion strategy on the 4h timeframe. Long-or-short on Bollinger band touches, gated to range regimes via ADX. Validated across BTC/ETH/SOL/DOGE over 162 days.

Backtest evidence

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Mean Reversion

What else does Superior-Trade publish alongside Mean Reversion?
Mean Reversion is one of 25 skills that DirSkills catalogs from Superior-Trade/superior-skills, the repository it ships in. Its siblings there include Aerodrome Trading, Backtesting and Basis Arb. Each one is a separate skill with its own page in this directory, installs the same way Mean Reversion does, and is maintained by Superior-Trade in that same repository. The rest of the collection is listed on the Superior-Trade/superior-skills page.
How does Mean Reversion compare to other AI Engineering skills?
Mean Reversion ranks #2769 by stars among the 3101 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Mean Reversion against them. Open each page to compare what they document and how they install.