mitai-jinkendo/backend
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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
..
calculations fix: Convert goal values to float before progress calculation 2026-03-28 12:39:26 +01:00
data_layer fix: Part B protein placeholders - aggregate by date 2026-04-02 12:43:33 +02:00
migrations feat: Phase 0b - add nutrition focus area category (migration 033) 2026-03-28 10:20:08 +01:00
placeholder_registrations feat: Placeholder Registry Part C - Nutrition Consistency & Balance 2026-04-02 12:55:03 +02:00
routers fix: Handle missing TimeWindow enum in export endpoint 2026-04-02 11:54:02 +02:00
tests feat: Placeholder Metadata V2 - Normative Implementation + ZIP Export Fix 2026-03-29 21:23:37 +02:00
apply_v9c_migration.py feat: v9c Phase 1 - Feature consolidation & cleanup migration 2026-03-20 18:57:39 +01:00
auth.py fix: correct indentation in auth.py _check_impl function 2026-03-21 07:06:53 +01:00
check_features.py fix: pipeline typo and add features diagnostic script 2026-03-20 22:32:09 +01:00
check_migration_024.py debug: diagnostic script for Migration 024 state 2026-03-27 07:39:18 +01:00
db_init.py fix: only process numbered migrations (XXX_*.sql pattern) 2026-03-21 10:08:56 +01:00
db.py refactor: move init_db() to db.py 2026-03-19 09:49:46 +01:00
Dockerfile fix: replace psql with Python for DB checks (no apt-get needed!) 2026-03-18 10:01:19 +01:00
evaluation_helper.py fix: convert Decimal to float for JSON serialization in evaluation 2026-03-23 13:28:07 +01:00
feature_logger.py feat: add structured JSON logging for all feature usage (Phase 2) 2026-03-20 22:18:12 +01:00
fix_seed_goal_types.py fix: make Migration 024 idempotent + add seed data fix script 2026-03-27 07:40:42 +01:00
generate_complete_metadata_v2.py feat: Placeholder Metadata V2 - Normative Implementation + ZIP Export Fix 2026-03-29 21:23:37 +02:00
generate_complete_metadata.py feat: Complete Placeholder Metadata System (Normative Standard v1.0.0) 2026-03-29 20:32:37 +02:00
generate_placeholder_catalog.py feat: Complete Placeholder Metadata System (Normative Standard v1.0.0) 2026-03-29 20:32:37 +02:00
goal_utils.py fix: add start_date and created_at to get_active_goals query 2026-03-28 17:18:53 +01:00
main_old.py refactor: modular backend architecture with 14 router modules 2026-03-19 11:15:35 +01:00
main.py feat: Phase 0c - Multi-Layer Data Architecture (Proof of Concept) 2026-03-28 18:26:22 +01:00
migrate_to_postgres.py fix: Migration-Fehler - meas_id Spalte in ai_insights 2026-03-19 08:39:36 +01:00
models.py feat: unified prompt system migration schema (Issue #28 Phase 1) 2026-03-25 10:43:10 +01:00
placeholder_metadata_complete.py feat: Complete Placeholder Metadata System (Normative Standard v1.0.0) 2026-03-29 20:32:37 +02:00
placeholder_metadata_enhanced.py feat: Placeholder Metadata V2 - Normative Implementation + ZIP Export Fix 2026-03-29 21:23:37 +02:00
placeholder_metadata_extractor.py feat: Add Placeholder Metadata Export to Admin Panel 2026-03-29 20:37:52 +02:00
placeholder_metadata.py feat: Placeholder Metadata V2 - Normative Implementation + ZIP Export Fix 2026-03-29 21:23:37 +02:00
placeholder_registry_export.py feat: Placeholder Registry Framework + Part A Nutrition Metrics 2026-04-02 11:46:16 +02:00
placeholder_registry.py feat: Placeholder Registry Framework + Part A Nutrition Metrics 2026-04-02 11:46:16 +02:00
placeholder_resolver.py chore: remove debug logging from placeholder_resolver 2026-03-28 22:02:24 +01:00
profile_evaluator.py feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
profile_templates.py feat: Training Type Profiles Phase 2.1 - Backend Profile Management (#15) 2026-03-23 11:50:40 +01:00
prompt_executor.py fix: include stage outputs in debug info for value table 2026-03-26 14:33:00 +01:00
quality_filter.py feat: global quality filter setting (Issue #31) 2026-03-23 22:29:49 +01:00
requirements.txt fix: add python-dateutil dependency for vitals CSV import 2026-03-23 15:41:30 +01:00
rule_engine.py feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
run_migration_024.py feat: manual migration 024 runner script 2026-03-27 07:28:43 +01:00
schema.sql fix: add missing meas_id column to photos table 2026-03-18 12:23:13 +01:00
startup.sh fix: replace psql with Python for DB checks (no apt-get needed!) 2026-03-18 10:01:19 +01:00