Voice Enforcement
Enforces the Orchestrator Voice Constitution, anti-pattern rules, and identity invariants across architectural documentation.
Voice Enforcement ensures text generation adheres strictly to the Orchestrator Voice Constitution and rulebook, eliminating generic AI corporate tone, chatty filler, and architectural dilution. It provides structured discourse sequences, identity invariants (such as ontology before implementation and recursive layering), anti-pattern detection, and integration with the voice-scorer CLI for heuristic and deep LLM voice erosion auditing across READMEs, design documents, and manifestos.
Key Features
01Integrates with the voice-scorer CLI for heuristic and deep LLM scoring
02Detects and eliminates anti-patterns like corporate smoothness and conversational filler
0317 GitHub stars
04Applies rigorous voice governance to READMEs, manifestos, and design docs
05Enforces strict discourse sequences and architectural identity invariants
06Audits voice erosion across iterative documentation updates and diffs
Use Cases
01Reviewing and editing CLAUDE.md files and repository READMEs for stylistic integrity
02Auditing documentation changes against established voice constitutions and scoring metrics
03Authoring high-level technical architecture, vision documents, and manifestos