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Dorpeer95
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strategy-pivot-designer

Detect backtest iteration stagnation and generate structurally different pivot proposals.

Updated Mar 1, 2026
Search Tags:#backtest#drafts#pivot#strategy design#stagnation#edge pipeline
One-click install
npx skills add https://github.com/Dorpeer95/stocks-trading --skill strategy-pivot-designer-dorpeer95
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: strategy-pivot-designer
Source: https://github.com/Dorpeer95/stocks-trading/tree/main/.claude/skills/strategy-pivot-designer
Command: npx skills add https://github.com/Dorpeer95/stocks-trading --skill strategy-pivot-designer-dorpeer95

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires PyYAML, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Detect backtest iteration stagnation and generate structurally different pivot proposals to break local optima, enabling robust strategy redesign and continuous improvement.

Core Features & Use Cases

  • Detect backtest stagnation and generate pivot proposals using inversion, archetype switching, and objective reframe techniques.
  • Produce pivot drafts, export-ready tickets, pivot reports, and a manifest to support downstream decision pipelines.
  • Integrate into Edge workflows (hint-extractor -> concept-synthesizer -> strategy-designer -> candidate-agent) to explore fundamentally new strategy architectures.

Quick Start

Run the stagnation analysis on your iteration history to generate pivot drafts and exportable tickets for review.

Frequently Asked Questions about strategy-pivot-designer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect backtest stagnation and generate new strategy designs?▼

Run stagnation analysis on your backtest iteration history to identify performance plateaus, then generate structurally different pivot drafts and export-ready tickets to reframe strategy architectures.

What is backtest iteration stagnation and when do I need pivot proposals?▼

Backtest iteration stagnation occurs when strategy optimization hits a local optimum and progress stalls. Pivot proposals are needed to reframe strategy architectures and explore fundamentally new paths for continuous improvement.

Do I need Python 3.9 and YAML to run stagnation analysis on my edge pipeline?▼

Yes, you need Python 3.9+ and YAML frontmatter in SKILL.md to run stagnation analysis. The workflow outputs pivot drafts, pivot reports, and export tickets for integration into edge pipeline workflows.

Can I integrate pivot drafts into hint-extractor and concept-synthesizer edge workflows?▼

Yes, pivot drafts integrate into edge workflows connecting hint-extractor, concept-synthesizer, strategy-designer, and candidate-agent to explore fundamentally new strategy architectures after stagnation detection.

What's the best way to break local optima when backtest progress stalls?▼

The best way to break local optima during backtest stagnation is applying inversion, archetype switching, and objective reframe techniques to generate structurally different pivot proposals for robust strategy redesign.

What are the limitations of using inversion and archetype switching for strategy redesign?▼

Limitations include requiring complete backtest iteration history for accurate stagnation detection, and pivot proposals are structural drafts requiring downstream validation through the candidate-agent edge workflow pipeline.

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