edge-strategy-reviewer

Analyze YAML edge strategy drafts and return PASS, REVISE, or REJECT verdicts.

Updated Mar 25, 2026
One-click install
npx skills add https://github.com/MileniumTick/skills --skill edge-strategy-reviewer-mileniumtick
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: edge-strategy-reviewer
Source: https://github.com/MileniumTick/skills/tree/main/skills/edge-strategy-reviewer
Command: npx skills add https://github.com/MileniumTick/skills --skill edge-strategy-reviewer-mileniumtick

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Critically evaluate strategy drafts produced for edge strategy design to ensure plausible edge hypotheses, avoid overfitting, guarantee sufficient sample size, and validate execution realism before export or pipeline handoff.

Core Features & Use Cases

  • Deterministic evaluation against eight criteria (C1-C8) to produce a PASS/REVISE/REJECT verdict and a confidence score.
  • Generates per-criteria findings and optional revision instructions for safe, auditable improvement.
  • Integrates into CI/CD or QA workflows to gate drafts prior to exporting to downstream agents.

Quick Start

Run the reviewer on a directory of YAML drafts to generate a comprehensive review report.

Frequently Asked Questions about edge-strategy-reviewer

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

FAQPage Schema
How do I validate edge strategy drafts for overfitting risk and sample adequacy?

To validate edge strategy drafts for overfitting risk and sample adequacy, you can run a Python-based quality gate that analyzes YAML drafts and returns a PASS, REVISE, or REJECT verdict with a confidence score and per-criterion findings.

What is the best way to automate edge plausibility checks in a CI/CD pipeline?

Automating edge plausibility checks in a CI/CD pipeline is achieved by running a Python quality gate on YAML strategy drafts, which outputs YAML or JSON reports with optional Markdown summaries to gate downstream exports.

Does the edge strategy reviewer work with standard YAML files and Python 3.10+?

Yes, the edge strategy reviewer works with standard YAML files and Python 3.10+, requiring only the PyYAML dependency to parse strategy drafts and generate deterministic evaluation reports.

How does the strategy review process evaluate execution realism?

The strategy review process evaluates execution realism by analyzing YAML drafts against eight deterministic criteria, producing per-criteria findings and optional revision instructions for safe, auditable improvement.

Can I get Markdown summaries alongside YAML or JSON outputs for quality gate verdicts?

Yes, you can get Markdown summaries alongside YAML or JSON outputs for quality gate verdicts, allowing you to integrate comprehensive review reports into CI/CD workflows or QA documentation.

When should I reject a strategy draft instead of requesting a revision?

You should reject a strategy draft instead of requesting a revision when the quality gate confidence score and per-criteria findings indicate insufficient sample adequacy or implausible edge hypotheses that fail the deterministic evaluation.