Individual skill
mean-reversion
Use when writing a Bollinger-band mean-reversion strategy on Superior Trade — anything described as mean reversion, BB bands, oversold bounce, fade, range trade, ADX low, sigma extension. Upgraded 2026-05-18 from the prior 1h/2.5σ variant to the validated 4h/2σ/ADX<25 version (+8.77% multi-pair, 65.5% win over 162d). Prior 1h variant is preserved at the end of the file as an archived reference.
skills/mean-reversion/SKILL.md
Source commit 9d41db54b231f77e35610a73230eaeffcb456215
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 232
- Repository last updated
- Sep 10, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- backtesting Repository topic
- hyperliquid Repository topic
- trading Repository topic
- ai-agents Repository topic
- algorithmic-trading Repository topic
- equities Repository topic
- llm Repository topic
- mcp Repository topic
- polymarket Repository topic
- writing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Read 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
| Config | Trades | Win | Profit | Max DD |
|---|---|---|---|---|
| BTC/USDC:USDC, 162d | 18 | 72% | **+8.14%** | 10% |
| BTC/USDC:USDC, range-regime sub-window (80d) | 8 | **100%** | **+9.88%** | **0%** |