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Algorithms Overview

This chapter does not explain model internals. It explains how the project turns a flat .cursorrules corpus into an explainable, composable, and verifiable publication pipeline.

Rule Orchestration

The rule orchestration pipeline converts assets into publishable evidence

The point of the algorithms chapter is to make the site method legible: discover, classify, compose, and publish evidence.

1

Discover

Traverse rules/ and identify the real asset boundary.

2

Classify

Generate categoryDistribution and coverageBuckets for a corpus-level view.

3

Compose

Map composition patterns, upgrade paths, and review paths into a stable IA.

4

Publish Evidence

Expose the result through the homepage, architecture, performance, and references chapters.

The four-stage rule orchestration flow

1. Discover

The process starts from rules/ and recursively identifies each .cursorrules file. The first job is clarity: define the asset boundary correctly.

2. Classify

The site projects every rule into domain categories and then derives categoryDistribution, coverageBuckets, and qualitySignals. This stage defines the coverage and density story.

3. Compose

This is where rule orchestration becomes more than indexing. The project translates rule clusters into composition patterns, review paths, and upgrade paths so readers can move from isolated templates to a coherent system understanding.

4. Publish evidence

The final stage does not stop at Markdown output. It maps the orchestration result into the homepage, the architecture chapter, the performance whitepaper, and the references dossier to publish evidence.

Why this counts as an algorithm chapter

  • It has an input: repository assets and taxonomy.
  • It has transformations: classification, bucketing, composition, and narrative mapping.
  • It has an output: navigation, figures, performance signals, and references.
  • It can be verified: tests confirm chapter existence, IA wiring, and component registration.

Relationship to the system overview

The system overview explains boundaries and layers. The rule orchestration chapter explains how those layers turn assets into readable outcomes. Together they form the core technical whitepaper.

Reframing 132+ rule assets across 32+ domains as a whitepaper, algorithm dossier, and evidence library