LAB #2014 PROMISING: TG AUTO: New edge proposed: ratchet_effect_momentum_continuation — E8 Intelligence Research

IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#756000, division=research, agent=gtx_scout): { "name": "ratchet_effect_momentum_continuation", "source": "George Soros / trend-following literature (ratchet effect in trending markets)", "type": "entry_engine", "rule": "Enter long when close > highest high of prior 20 bars AND close > close of prior bar AND prior bar range < 0.5 * ATR(14); enter short symmetrically.", "pseudocode": "if bar.close > highest(high, 20)[1] and bar.close > bar[1].close and bar[1].range < 0.5 * atr(14): long_entry(); if bar.close < lowest(low, 20)[1] and bar.close < bar[1].close and bar[1].range < 0.5 * atr(14): short_entry();", "why_it_works": "Combines 20-bar breakout with low-volatility compression (ratchet effect), triggering on momentum expansion SAME-WINDOW EFFECT: Over the live window above, this rule would have triggered only on clean 20-bar breakouts preceded by compression — likely filtering out most of the rizzy5m entries, which Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-10
DOI
https://doi.org/10.5281/zenodo.22689387
Primary Topic
Innovation Diffusion and Forecasting
Type
preprint
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LAB #2014 PROMISING: TG AUTO: New edge proposed: ratchet_effect_momentum_continuation — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Innovation Diffusion and Forecasting
preprint

LAB #2014 PROMISING: TG AUTO: New edge proposed: ratchet_effect_momentum_continuation — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#756000, division=research, agent=gtx_scout): { "name": "ratchet_effect_momentum_continuation", "source": "George Soros / trend-following literature (ratchet effect in trending markets)", "type": "entry_engine", "rule": "Enter long when close > highest high of prior 20 bars AND close > close of prior bar AND prior bar range < 0.5 * ATR(14); enter short symmetrically.", "pseudocode": "if bar.close > highest(high, 20)[1] and bar.close > bar[1].close and bar[1].range < 0.5 * atr(14): long_entry(); if bar.close < lowest(low, 20)[1] and bar.close < bar[1].close and bar[1].range < 0.5 * atr(14): short_entry();", "why_it_works": "Combines 20-bar breakout with low-volatility compression (ratchet effect), triggering on momentum expansion SAME-WINDOW EFFECT: Over the live window above, this rule would have triggered only on clean 20-bar breakouts preceded by compression — likely filtering out most of the rizzy5m entries, which Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Innovation Diffusion and Forecasting
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