3 Commits

Author	SHA1	Message	Date
Lars	e9e094c6a4	feat: Enhance nutrition and activity metrics with new data layers ... - Added new functions for BMI and goal weight/body fat percentage retrieval in `body_metrics.py`. - Introduced training frequency and inter-session gap calculations in `activity_metrics.py`. - Updated placeholder registrations to include new metrics for nutrition and activity. - Improved data handling in `placeholder_resolver.py` for better integration of new metrics. - Enhanced documentation across modules to reflect the new functionalities. These updates improve the accuracy and comprehensiveness of health and fitness assessments within the application.	2026-04-11 20:46:17 +02:00
Lars	ffdf9074c3	fix: Part C OutputType - use STRING instead of TEXT ... Fixed AttributeError: OutputType has no attribute TEXT. Correct enum values are: NUMERIC, STRING, BOOLEAN, JSON, LIST, TEXT_SUMMARY. Affected placeholders: - energy_deficit_surplus: OutputType.STRING - intake_volatility: OutputType.STRING Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-04-02 12:56:13 +02:00
Lars	ffb30eaff5	feat: Placeholder Registry Part C - Nutrition Consistency & Balance ... Registers 5 nutrition-related placeholders with complete metadata: - macro_consistency_score: CV-based Makro-Konsistenz Score (0-100) - energy_balance_7d: Energiebilanz (kcal/day avg, intake - TDEE) - energy_deficit_surplus: Status (deficit/maintenance/surplus) - intake_volatility: Klassifikation (stable/moderate/high) - nutrition_days: Anzahl valider Ernährungstage (30d) All placeholders with evidence-based tagging: - 22 metadata fields per placeholder - CODE_DERIVED: Technical fields, formulas from code inspection - DRAFT_DERIVED: Semantic fields from canonical requirements - MIXED: Calculation logic (TDEE model, thresholds, formulas) - TO_VERIFY: Architecture layer decisions Critical details documented: - macro_consistency_score: CV formula + thresholds explicitly documented - energy_balance_7d: TDEE model (weight_kg × 32.5), unit clarified (kcal/day avg) - energy_deficit_surplus: Status thresholds (<-200, -200 to +200, >+200) - intake_volatility: Category mapping from macro_consistency_score - nutrition_days: Validation criteria (any entry = valid day) Known limitations captured: - TDEE model is simplified (no activity/age/gender adjustment) - Thresholds are somewhat arbitrary (e.g., 200 kcal for deficit/surplus) - High volatility not necessarily bad (context-dependent) Registry now contains 14 placeholders total: - Part A: 4 (kcal_avg, protein_avg, carb_avg, fat_avg) - Part B: 5 (protein targets + adequacy) - Part C: 5 (consistency + balance + meta) Framework: PLACEHOLDER_REGISTRY_FRAMEWORK.md (verbindlich ab 2026-04-02) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-04-02 12:55:03 +02:00