Substantial Refactor of Market Health Reporter Prompts for Quality, Structure, and Reviewability

[Brijeshthummar02]

Fixes #427

Overview

This PR delivers a comprehensive, hand-crafted refactor of the Market Health Reporter prompt system, with the goal of improving the clarity, structure, and actionable quality of automated market anomaly reports. All changes are based on a careful review of the original prompt logic, your contribution guidelines, and best practices for LLM prompt engineering---no LLM-generated rewrites were used.

Key Improvements

• Explicit Output Structure:

  • Added a required YAML front matter and article body format, with clear field requirements and tag usage.
  • Ensures all LLM outputs are consistent, reviewable, and ready for publication.

• Step-by-Step Analytical Guidance:

  • Reorganized instructions into a logical, actionable sequence for the LLM.
  • Clarified how to handle both anomalous and non-anomalous cases, with a focus on evidence and conciseness.

• Benchmark-Driven Analysis:

  • Retained and highlighted all original metric benchmarks and anomaly criteria.
  • Required the use of quantitative evidence and specific metric references in the report.

• Maintainability and Transparency:

  • Added inline comments and sectioning to explain the rationale for each change.
  • Improved logical flow and removed redundancy for easier future updates.

• Strict Adherence to Guidelines:

  • Output is now strictly based on provided data---no speculation or unsupported claims.
  • Only allows illustration placeholders that match project standards.

Methodology

• All changes were made manually, with a focus on code quality, maintainability, and reviewer experience.
• The refactor is designed to reduce ambiguity, enforce best practices, and make the review process more efficient for maintainers.
• The new prompt structure will help contributors produce higher-quality, guideline-compliant reports and reduce the need for reviewer intervention.

[Brijeshthummar02]

@evgenydmitriev i tried my best this time.

[evgenydmitriev]

duplicate of #487