What is adaptive-wfo-epoch?
Adaptive epoch selection for Walk-Forward Optimization. TRIGGERS - WFO epoch, epoch selection, WFE optimization, overfitting epochs. Source: terrylica/cc-skills.
·adaptive-wfo-epoch
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adaptive-wfo-epoch
✓Adaptive epoch selection for Walk-Forward Optimization. TRIGGERS - WFO epoch, epoch selection, WFE optimization, overfitting epochs.
Installation
How to Install adaptive-wfo-epoch
Quickly install adaptive-wfo-epoch AI skill to your development environment via command line
- Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
- Run Installation Command: Copy and run this command: npx skills add https://github.com/terrylica/cc-skills --skill adaptive-wfo-epoch
- Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Source: terrylica/cc-skills.
SKILL.md
View rawMachine-readable reference for adaptive epoch selection within Walk-Forward Optimization (WFO). Optimizes training epochs per-fold using Walk-Forward Efficiency (WFE) as the objective.
| Walk-Forward Efficiency | Pardo (1992, 2008) | WFE = OOSReturn / ISReturn as robustness metric | | Deflated Sharpe Ratio | Bailey & López de Prado (2014) | Adjusts for multiple testing | | Pareto-Optimal HP Selection | Bischl et al. (2023) | Multi-objective hyperparameter optimization |
| Warm-Starting | Nomura & Ono (2021) | Transfer knowledge between optimization runs |
Adaptive epoch selection for Walk-Forward Optimization. TRIGGERS - WFO epoch, epoch selection, WFE optimization, overfitting epochs. Source: terrylica/cc-skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/terrylica/cc-skills --skill adaptive-wfo-epoch- Source
- terrylica/cc-skills
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-03-07
- Updated
- 2026-03-10
Quick answers
How do I install adaptive-wfo-epoch?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/terrylica/cc-skills --skill adaptive-wfo-epoch Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Where is the source repository?
https://github.com/terrylica/cc-skills
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-03-07