- Frontmatter: Changed
tools:toallowed-tools:format for Claude Code compatibility - Description: Added activation keywords and NOT clause for precise skill triggering
- Structure: Implemented progressive disclosure with /references/ directory
/references/ai-models.md- PERCEPT-R classifier, wav2vec 2.0 implementations/references/acoustic-analysis.md- PhonemeAnalyzer, VocalTractVisualizer/references/therapy-interventions.md- MinimalPairTherapy, FluencyTherapy, AACDevice/references/mellifluo-platform.md- MellifluoFeedbackEngine, AdaptivePracticeEngine- Anti-Patterns section: Common mistakes and how to avoid them
- When to Use This Skill section: Clear use/not-for guidance
- Line reduction: 1362 → 173 lines (87% reduction)
- Reference files created: 4
- Anti-patterns documented: 4