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edge-concept-synthesizer

Cluster detector tickets and hints into edge concepts with thesis and invalidation logic.

Updated Mar 25, 2026
Search Tags:#automation#yaml#data-analysis#strategy-design#edge-concepts#ticket-synthesis
One-click install
npx skills add https://github.com/MileniumTick/skills --skill edge-concept-synthesizer-mileniumtick
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: edge-concept-synthesizer
Source: https://github.com/MileniumTick/skills/tree/main/skills/edge-concept-synthesizer
Command: npx skills add https://github.com/MileniumTick/skills --skill edge-concept-synthesizer-mileniumtick

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Converts scattered detector tickets and hints into a structured, reusable edge-concept layer that clarifies thesis, invalidation signals, and strategy playbooks before drafting strategies.

Core Features & Use Cases

  • Clusters ticket evidence into concept-level summaries
  • Generates edge_concepts.yaml with thesis, invalidation signals, and export readiness
  • Supports optional hints and synthetic-ticket promotion for richer concepts

Quick Start

Run the synthesize_edge_concepts.py script with your tickets directory (and optional hints) to produce edge_concepts.yaml

Frequently Asked Questions about edge-concept-synthesizer

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

FAQPage Schema
How do I cluster detector tickets into structured edge concepts for strategy design?▼

You cluster detector tickets into edge concepts by running a Python script that groups ticket evidence and generates an edge_concepts.yaml file with thesis, invalidation signals, and support statistics for strategy design.

What is edge concept synthesis and when do I need it for trading strategy design?▼

Edge concept synthesis is the process of converting scattered detector tickets and hints into abstract, reusable concepts with invalidation logic. You need it to clarify strategy thesis and playbook structure before drafting actual strategies.

Do I need Python and PyYAML to generate the edge_concepts.yaml file?▼

Yes, generating the edge_concepts.yaml file requires Python 3.9 or higher and the PyYAML library to run the synthesize_edge_concepts.py script located in the skills directory.

Can I add optional hints to improve edge concept generation from tickets?▼

Yes, you can pass optional hints alongside your tickets directory to the synthesis script. Hints and synthetic-ticket promotion enrich the resulting edge concepts for a more robust strategy playbook.

What's the best way to review export readiness before turning edge concepts into strategies?▼

The best way to review export readiness is to inspect the generated edge_concepts.yaml file, which contains concept metadata, support statistics, and evidence clusters designed for review prior to strategy export.

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