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refactor(specs): lighten documentation for LLM readability#4

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rxolve merged 2 commits intomainfrom
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Jan 17, 2026
Merged

refactor(specs): lighten documentation for LLM readability#4
rxolve merged 2 commits intomainfrom
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@rxolve rxolve commented Jan 17, 2026

Refactor all spec files to focus on WHAT components do rather than HOW
they're implemented, making them optimized for AI comprehension and
maintenance.

Changes:

  • Remove detailed implementation code from all specs
  • Keep only core purpose, responsibilities, and interfaces
  • Replace code examples with links to actual source files
  • Add cross-references between related specs
  • Standardize document structure across all files

Impact:

  • root.spec.md: 1422 → 302 lines (-79%)
  • types.spec.md: 350 → 101 lines (-71%)
  • consensus-engine.spec.md: 463 → 198 lines (-57%)
  • Other specs: 56-165 lines each

Benefits:

  • LLM can quickly understand entire system architecture
  • Easier to maintain (implementation details stay in code)
  • Better knowledge graph through cross-referencing
  • Faster onboarding for new developers or AI agents
  • Reduced token usage when LLM processes specs

Files refactored:

  • Core: types, analyzer, consensus-engine, smart-filter,
    strategy-selector, cli, index
  • Adapters: claude-api, github-api, retry-handler
  • Frameworks: detector
  • Security: privacy-guard, exclude-filter
  • Utils: logger, config-loader, metrics-calculator
  • Prompts: consensus-prompt
  • Overview: root.spec.md, 00-overview.md

Co-Authored-By: Claude Sonnet 4.5 noreply@anthropic.com

  Refactor all spec files to focus on WHAT components do rather than HOW
  they're implemented, making them optimized for AI comprehension and
  maintenance.

  Changes:
  - Remove detailed implementation code from all specs
  - Keep only core purpose, responsibilities, and interfaces
  - Replace code examples with links to actual source files
  - Add cross-references between related specs
  - Standardize document structure across all files

  Impact:
  - root.spec.md: 1422 → 302 lines (-79%)
  - types.spec.md: 350 → 101 lines (-71%)
  - consensus-engine.spec.md: 463 → 198 lines (-57%)
  - Other specs: 56-165 lines each

  Benefits:
  - LLM can quickly understand entire system architecture
  - Easier to maintain (implementation details stay in code)
  - Better knowledge graph through cross-referencing
  - Faster onboarding for new developers or AI agents
  - Reduced token usage when LLM processes specs

  Files refactored:
  - Core: types, analyzer, consensus-engine, smart-filter,
    strategy-selector, cli, index
  - Adapters: claude-api, github-api, retry-handler
  - Frameworks: detector
  - Security: privacy-guard, exclude-filter
  - Utils: logger, config-loader, metrics-calculator
  - Prompts: consensus-prompt
  - Overview: root.spec.md, 00-overview.md

  Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
@rxolve rxolve self-assigned this Jan 17, 2026
@rxolve rxolve merged commit e011f06 into main Jan 17, 2026
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