GitHub - LeBonhommePharma/NATURaL: Bonhomme— Fleeting— integration of Shannon Entropy Collapse into HealthKit, ResearchKit, CareKit, MusicKit, iOS, watchOS, tvOS, macOS, visionOS

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║               E  N  T  R  O  P  Y     E  D  I  T  I  O  N  ║
║                                                          ║
║        🧘 Biofeedback-Driven Chair Yoga for Every  🧘    ║
║                   Apple Platform                         ║
║                                                          ║
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✨ Guided wellness sessions with real-time heart rate, Shannon Collapse Index, adaptive music, CareKit prescriptions, and multi-screen display across iPhone, iPad, Apple Watch, Apple TV, and Apple Vision Pro. ✨

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           NATURaL RPG                 TRAINER CARD
   ╔════════════════════════╗    ╔═══════════════════════╗
   ║  Press START to begin  ║    ║ NAME: Bonhomme        ║
   ║                        ║    ║ REGION: Apple          ║
   ║   ◄ NEW GAME ►        ║    ║ BADGES: 13             ║
   ║     CONTINUE           ║    ║ YOGA: 26/26            ║
   ║     OPTIONS            ║    ║ POKEDRUG: 84/84        ║
   ╚════════════════════════╝    ╚═══════════════════════╝

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📖 Codex Entry #001 — Overview

┌─────────────────────────────────────────────────────┐
│  #001  NATURaL                                      │
│  Code Name: Bonhomme                                │
│  Type: BIOFEEDBACK / ENTROPY                        │
│  Region: All Apple Platforms                        │
│                                                     │
│  "A chair yoga app that pairs guided poses with     │
│   live biofeedback from Apple Watch. Sessions       │
│   render simultaneously on phone, TV, and Vision    │
│   Pro through a unified display architecture."      │
│                                                     │
│  STATS          ░░░░░░░░░░░░░░░░░░░░                │
│  HP ████████████████████░░░  85/100                  │
│  ATK ██████████████░░░░░░░  65/100  (Entropy)       │
│  DEF ████████████████████░  90/100  (Stability)     │
│  SPD ██████████████████░░░  80/100  (Real-time)     │
│  SP  █████████████████████  95/100  (Multi-signal)  │
└─────────────────────────────────────────────────────┘

The Shannon Collapse Index (SCI) — inspired by the entropy framework in Shannon and the thermodynamic scoring validated in FlexAID∆S — measures focus coherence from heart rate variability in real time. When HRV entropy narrows during deep breathing, the SCI rises, giving practitioners a live "focus ring" on every display surface.

Normal resting HRV:    H ~ 6-8 bits   (broad, variable intervals)
Focused breathing:     H ~ 2-4 bits   (narrow, coherent rhythm)
                       ─────────────────────────────────────────
SCI score:             0 ──────────── 50 ──────────── 100
                       😵 Distracted   😌 Settling    🧘 Deep Focus

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⚔️ Moves & Abilities

✨ NATURaL acquired the following skills! ✨

🟢 MOVE 1 — Pose Engine `NORMAL`

💪 Power	26 poses / 3 levels
🎯 Accuracy	Bilingual EN + FR-CA
🔋 PP	Unlimited

🧘 26 chair yoga poses across 3 difficulty levels with bilingual content (English / French Canadian)
🦴 7 anatomical categories: spine, hip, shoulder, neck, balance, breathing, full-body
⚠️ Per-pose modifications, contraindications, and breathing patterns
🗣️ Voice cue text for guided audio in both languages
🎨 Category-specific SF Symbols and accent colors for visual differentiation

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🟣 MOVE 2 — Biofeedback Pipeline `PSYCHIC`

💪 Power	Real-time HRV
🎯 Accuracy	Shannon Entropy
🔋 PP	Continuous

💓 Real-time heart rate and calorie tracking via HKWorkoutSession
📊 Shannon Collapse Index computed from R-R interval entropy via shared EntropyCalculator
🔌 Generalized HealthSignal → SignalAnalyzer → FeedbackEngine architecture supporting unlimited signal types
🔗 Cross-signal correlation (medication timing vs. HRV response)
💚 HR zone classification with animated gauge (Recovery → Anaerobic)
⭕ Activity ring integration (Move / Exercise / Stand)
🏋️ Apple Fitness+ session history blended into unified timeline
📡 Background delivery for HRV, sleep, respiratory rate, and medication records

🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣🟣

🐉 ABILITY — Multi-Signal Analysis Engine `DRAGON`

💥 Critical hit! The analysis pipeline is built on a protocol-driven architecture that generalizes the SCI methodology to any health signal:

HealthSignal (protocol)          SignalAnalyzer (protocol)
├── HRVSignal ──────────────────▸ HRVAnalyzer (Shannon entropy → SCI)
├── MedicationSignal ───────────▸ MedicationAnalyzer (adherence scoring)
├── DockingSignal ─────────────▸ DockingInsightAnalyzer (FlexAID∆S entropy)
└── SurveySignal ───────────────▸ (extensible for ResearchKit surveys)
                                         │
                                         ▼
                                   FeedbackEngine
                                   (orchestrator with cross-signal context)
                                         │
                                         ▼
                                   AnalysisInsight
                                   (score 0–1, trend, status, bilingual summary)

The EntropyCalculator — extracted as a shared utility — enables entropy-based scoring for any distribution: HRV intervals, sleep stage durations, respiratory rate patterns, or activity variability.

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☠️ MOVE 3 — Drug Response Analysis (PokeDrug) `POISON`

💪 Power	70+ pharmacokinetic profiles
🎯 Accuracy	p < 0.05 validated
🔋 PP	Per-dose event

Detects autonomic drug response signatures by measuring Shannon entropy changes in HRV RR-interval distributions around medication dose events — the physiological analog of FlexAID∆S molecular docking entropy:

🧪 FlexAID∆S (in silico)           💊 NATURaL (in vivo)
─────────────────────           ─────────────────────
Torsional angles (°)            RR intervals (ms)
H = -Σ p_i log₂(p_i)           H = -Σ p_i log₂(p_i)     ← same math
Binding → ΔS_config < 0        Drug → ΔH_hrv < 0         ← same signal
                    ↘                     ↙
                  🔬 EntropyCalculator (shared)

📈 DrugResponseAnalyzer — Computes baseline entropy (30 min pre-dose), measures ΔH at post-dose windows (15–360 min), detects entropy collapse (sympathomimetic) or expansion (parasympathomimetic)
💊 70+ pharmacokinetic profiles — Substance database with autonomic mechanism, Tmax, expected ΔH range, therapeutic class, and FDA status
🧬 60+ binding entropy profiles — Published ΔS_config values (bits) and -TΔS (kcal/mol) from computational chemistry literature
🔬 CrossDomainValidator — Correlates |ΔS_config| (molecular) with |ΔH_hrv| (physiological) via Pearson r to validate the entropy-collapse framework across domains
🔩 FlexAIDdSAnalyzer — Computes configurational entropy from torsional angle distributions using the same EntropyCalculator
📋 MedicationTracker — HealthKit FHIR medication import, manual dose logging, automatic drug response analysis

📄 See POKEDRUG_PLAN.md for the complete technical plan.

☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️☠️

🧚 MOVE 4 — Adaptive MusicKit `FAIRY`

💪 Power	SCI-driven
🎯 Accuracy	3s crossfade
🔋 PP	Per-session

🎵 Music dynamically adjusts based on real-time SCI during workouts:

🚀 High coherence + improving (SCI > 70%): crossfade to energizing playlists
🧘 Low coherence (SCI < 30%): fade to meditative/calming tracks
⚖️ Mid-range: maintain current mood
⏱️ 30-second debounce prevents jarring rapid transitions
🎚️ 3-second volume crossfade between mood switches

🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚🧚

🏥 MOVE 5 — CareKit Integration `STEEL`

💪 Power	Clinical-grade
🎯 Accuracy	OCKStore
🔋 PP	Prescribed

For clinical and rehabilitation settings where a therapist prescribes yoga regimens:

🏗️ CareKitBridge manages OCKStore with prescribed task scheduling
📝 YogaTaskBuilder maps WorkoutPlan to OCKTask with frequency-based scheduling
✅ Workout completions automatically recorded as OCKOutcome with duration, calories, SCI score
📊 Adherence tracking over configurable time windows
💊 "Prescribed" section in HomeView when active prescriptions exist

⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️⚙️

👻 MOVE 6 — State Restoration `GHOST`

💪 Power	Seamless
🎯 Accuracy	5s intervals
🔋 PP	Automatic

If the app is killed mid-workout, the session resumes seamlessly:

💾 WorkoutStateStore persists phase, pose index, and timing every 5 seconds
🔄 On relaunch, the app detects persisted state and offers a resume prompt
❤️‍🩹 HealthKit workout sessions recovered via HKWorkoutSession persistence (iOS 17+)
🧹 State cleared on normal completion or explicit stop

👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻👻

🧊 MOVE 7 — CloudKit Sync `ICE`

💪 Power	Cross-device
🎯 Accuracy	SwiftData
🔋 PP	Automatic

☁️ Cross-device persistence with automatic iCloud synchronization:

📓 WorkoutRecord — full workout history with SCI scores
🔥 SessionStreak — daily practice streak tracking
⚙️ UserPreferences — language, music mood, notification settings
💊 MedicationSchedule — user-defined dose reminders
📦 Shared app group container for widget data access
🛟 Automatic fallback to local storage when iCloud unavailable

🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊🧊

🧠 MOVE 8 — Apple Intelligence `PSYCHIC`

💪 Power	On-device AI
🎯 Accuracy	FoundationModels
🔋 PP	iOS 26+

🤖 On-device insight generation via the FoundationModels framework:

💡 InsightEngine synthesizes natural-language narratives from multi-signal analysis
🎯 Personalized pose coaching based on current biofeedback context
📝 Post-workout summary generation correlating HRV, medication, and survey data
🌐 Template-based bilingual fallback on pre-iOS 26 devices

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🦅 MOVE 9 — Multi-Screen Display `FLYING`

💪 Power	5 surfaces
🎯 Accuracy	Bonjour + AirPlay
🔋 PP	Simultaneous

📺 Native tvOS companion via Bonjour (_bonhomme._tcp) with length-prefixed JSON framing
🖥️ AirPlay 2 second-screen via UIScene with .windowExternalDisplayNonInteractive role
🔄 Automatic fallback: tvOS discovery (3s timeout) → AirPlay route detection
🎨 Shared TVDisplayView rendered identically on both paths

                                       ┌──────────────────┐
              ┌───── NWConnection ────▸ │  📺 tvOS         │
              │                        │  TVDisplayView    │
┌─────────────┤                        └──────────────────┘
│  📱 iPhone  │
│  (iOS 17+)  │                        ┌──────────────────┐
│             ├───── AVRouteDetect ───▸ │  🖥️ AirPlay 2    │
│  🏋️ Workout │                        │  Second Screen    │
│  Engine     │                        └──────────────────┘
│             │
│  📊 Feedback│                        ┌──────────────────┐
│  Engine+SCI ├───── WCSession ───────▸ │  ⌚ Apple Watch   │
│             │      (biofeedback)     │  Native HKSession│
│  🎵 Adaptive│                        │  On-wrist SCI    │
│  MusicKit   │                        └──────────────────┘
│             │
│  🏥 CareKit│                        ┌──────────────────┐
│  Bridge     ├───── SwiftUI ─────────▸ │  📱 iPad         │
│             │      (NavigationSplit)  │  60/40 Split     │
│  💾 SwiftDat│                        └──────────────────┘
│  + CloudKit │
└─────────────┤                        ┌──────────────────┐
              └───── RealityKit ──────▸ │  🥽 Vision Pro   │
                                       │  Immersive Space │
                                       │  3D Pose Figure  │
                                       └──────────────────┘

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🎖️ Party Roster — Platform Integration

🎮 Your party is ready for battle! 🎮

	Feature	Framework	Platform
🏃	Workout recording	HealthKit (`HKWorkoutSession`)	iOS / watchOS
💓	Heart rate monitoring	HealthKit (`HKAnchoredObjectQuery`)	iOS / watchOS
📊	On-wrist SCI computation	FeedbackEngine + HRVAnalyzer	watchOS
📡	Watch ↔ Phone relay	WatchConnectivity (`WCSession`)	watchOS / iOS
🏋️	Fitness+ history	HealthKit (source bundle filter)	iOS
⭕	Activity rings	HealthKit (`HKActivitySummary`)	iOS
📥	Background delivery	HealthKit (`enableBackgroundDelivery`)	iOS
💊	Medication records	HealthKit (FHIR clinical records)	iOS
🧘	Mindful session write	HealthKit (`HKCategoryType.mindfulSession`)	iOS
📳	Live Activities	ActivityKit	iOS
📊	Home & Lock Screen widgets	WidgetKit	iOS
🗣️	Siri shortcuts	App Intents (4 intents + 2 entities)	iOS
🎵	Adaptive music	MusicKit (SCI-driven crossfade)	iOS
👥	Group sessions	SharePlay (`GroupActivity`)	iOS
💰	Subscriptions	StoreKit 2	iOS
🏥	Care plan prescriptions	CareKitStore (`OCKStore`)	iOS
💾	Data persistence + sync	SwiftData + CloudKit	iOS
🤖	On-device AI insights	FoundationModels (iOS 26+)	iOS
📱	iPad multicolumn	NavigationSplitView	iPadOS
🥽	Spatial display	RealityKit + ImmersiveSpace	visionOS

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🧘 Chair Yoga — Workout Plans

🎮 Select your training regimen! 🎮

Plan	Poses	Duration	Level	Access
🌅 Morning Flow	5	~4 min	🟢 Beginner	🆓 Free
🌸 Gentle Stretch	5	~4 min	🟢 Beginner	🆓 Free
💼 Quick Desk Break	5	~3 min	🟢 Beginner	🆓 Free
🧘 Full Session	8	~7 min	🟡 Mixed	⭐ Premium
💪 Strength & Balance	6	~5 min	🟡 Intermediate	⭐ Premium
🔥 Advanced Chair Yoga	8	~6 min	🔴 Advanced	⭐ Premium

26 bilingual chair yoga poses (EN/FR-CA) across 3 difficulty tiers — see MOVE 1 above.

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🧬 PokeDrug TYPE Chart

⚡ Every substance has a TYPE. Every TYPE has a signature. ⚡

A Pose in PokeDrug is not a yoga posture — it's a molecular docking pose: a drug (ligand) bound to its receptor (target) in a specific binding geometry. Each pose has a conformational entropy cost (ΔS_config) measured in bits, and a detectable autonomic signature measured via Apple Watch HRV.

🎯 TYPE → Signal Detection

Each TYPE maps to a real physiological event detected through HealthKit or molecular docking:

TYPE	Pharmacological Basis	HealthKit / Docking Signal
🔥 FIRE	Stimulates fight-or-flight (amphetamine, cocaine, caffeine)	HR ↑, HRV entropy collapse (ΔH < 0)
🧊 ICE	Calms autonomic system (beta-blockers, clonidine)	HR ↓, HRV entropy expansion (ΔH > 0)
🐉 DRAGON	Dual-branch / biphasic (antipsychotics, alcohol)	Biphasic ΔH — initial collapse then expansion
👻 GHOST	Enhances GABA inhibition (benzodiazepines, zolpidem)	Respiratory rate ↓, sleep entropy shift
⚡ ELECTRIC	Targets reward pathway (bupropion, modafinil)	Activity ring spike, acute HRV compression → rebound
☠️ POISON	Blocks acetylcholine (atropine, scopolamine)	Vagal brake removed → paradoxical sympathetic ↑
🧚 FAIRY	Modulates 5-HT receptors (SSRIs, psychedelics)	Slow HRV modulation over days, sleep architecture Δ
🔮 PSYCHIC	Binds μ/κ/δ opioid receptors (morphine, fentanyl)	Deep parasympathetic shift, respiratory entropy collapse
🌿 GRASS	CB1/CB2 agonism (THC, CBD)	Mixed HR response, altered HRV spectral balance
⚙️ STEEL	Rigid molecules / structural agents (lithium, lamotrigine)	Minimal ΔS_config, subtle ΔH_hrv

⚔️ TYPE Effectiveness — Cross-Signal Interactions

💥 When two TYPEs collide, the entropy tells the story! 💥

Matchup	Interaction	Entropy Signature
🔥 FIRE vs 🧊 ICE	Sympathomimetic + beta-blocker	Mutual cancellation — ΔH → 0
👻 GHOST vs ⚡ ELECTRIC	Sedative dampens stimulant rebound	Entropy stays collapsed longer
☠️ POISON vs 🧚 FAIRY	Anticholinergic blocks serotonergic GI	Blunted ΔH time-course
🔮 PSYCHIC vs 🔥 FIRE	Opioid + stimulant (speedball)	Dangerous mixed signal — chaotic ΔH
🐉 DRAGON vs any	Mixed agents resist classification	Biphasic ΔH curves, type-resistant
🌿 GRASS vs 👻 GHOST	Cannabinoid + GABAergic	Additive sedation, entropy expansion
⚙️ STEEL vs all	Rigid molecules bind cleanly	Minimal conformational penalty (low

Code mapping (PharmacokineticProfile.swift):

AutonomicMechanism.sympathomimetic  ──→  🔥 FIRE
AutonomicMechanism.parasympathomimetic ──→  🧊 ICE
AutonomicMechanism.mixed            ──→  🐉 DRAGON
TherapeuticClass.anxiolytic/.sedativeHypnotic ──→  👻 GHOST
TherapeuticClass.stimulant (NDRI)   ──→  ⚡ ELECTRIC
TherapeuticClass.anticholinergic    ──→  ☠️ POISON
TherapeuticClass.antidepressant (SSRI/SNRI) ──→  🧚 FAIRY
TherapeuticClass.opioidAnalgesic    ──→  🔮 PSYCHIC
TherapeuticClass.cannabinoid        ──→  🌿 GRASS
(rigid molecules, |ΔS| < 2 bits)   ──→  ⚙️ STEEL

🔥🧊🐉👻⚡☠️🧚🔮🌿⚙️🔥🧊🐉👻⚡☠️🧚🔮🌿⚙️🔥🧊🐉👻⚡☠️🧚🔮🌿⚙️🔥🧊🐉👻⚡☠️🧚🔮🌿⚙️

🧬 PokeDrug Codex — Docking Poses

🎯 Gotta dock 'em all! 🎯

🎲 Flexibility Distribution

| Tier | Rotatable Bonds | |ΔS_config| | Docking Difficulty | |------|----------------|------------|-------------------| | 🟢 Rigid | 0–2 | < 3 bits | Easy — molecule snaps into pocket | | 🟡 Flexible | 3–5 | 3–8 bits | Medium — conformational search needed | | 🔴 Highly Flexible | 6+ | > 8 bits | Hard — massive entropy penalty on binding |

🔥 FIRE — Sympathomimetics (click to expand)

Stimulates fight-or-flight via catecholamine release or reuptake inhibition. Detected by HR ↑ and HRV entropy collapse (ΔH < 0).

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
1	amphetamine	Stimulant (DAT/NET)	2	-2.9	1.2	3h	10h	-2.0 to -0.8	C-II	🟢
2	dextroamphetamine	Stimulant (DAT/NET)	2	-2.9	1.2	3h	12h	-2.0 to -0.8	C-II	🟢
3	methamphetamine	Stimulant (DAT/NET)	2	-3.2	1.3	3h	10h	-2.5 to -1.0	C-II	🟡
4	lisdexamfetamine	Prodrug → d-amph	4	-4.4	1.8	3.5h	12h	-1.8 to -0.6	C-II	🟡
5	methylphenidate	Stimulant (DAT)	3	-6.8	2.8	2h	3h	-1.5 to -0.5	C-II	🟡
6	cocaine	DAT/NET/SERT blocker	4	-4.9	2.0	30m	1h	-2.5 to -1.0	C-II	🟡
7	caffeine	Xanthine (A₂ₐ antag)	0	-1.0	0.4	45m	5h	-0.8 to -0.2	—	🟢
8	theophylline	Xanthine (PDE inhib)	0	-0.7	0.3	1.5h	8h	-0.6 to -0.1	Rx	🟢
9	nicotine	nAChR agonist	1	-2.2	0.9	10m	2h	-1.0 to -0.3	—	🟢
10	mdma	Monoamine releaser	3	-3.7	1.5	2h	8h	-1.8 to -0.5	C-I	🟡

⚡ ELECTRIC — Dopaminergic / Noradrenergic (click to expand)

Targets the reward pathway via dopamine/norepinephrine reuptake inhibition or MAO inhibition. Detected by activity ring spike, acute HRV compression → rebound.

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
11	modafinil	Wakefulness (DAT)	4	-5.3	2.2	3h	15h	-0.8 to -0.2	C-IV	🟡
12	armodafinil	Wakefulness (R-mod)	4	-5.3	2.2	2h	15h	-0.8 to -0.2	C-IV	🟡
13	atomoxetine	NRI (non-stimulant)	4	-6.1	2.5	1.5h	5h	-1.0 to -0.3	Rx	🟡
14	bupropion	NDRI	3	-4.4	1.8	2h	21h	-0.8 to -0.2	Rx	🟡
15	phenelzine	MAOI (irreversible)	2	-2.4	1.0	2h	12h	-0.6 to 0.0	Rx	🟢
16	tranylcypromine	MAOI (irreversible)	0	-1.2	0.5	1.5h	2.5h	-1.0 to -0.3	Rx	🟢

🧊 ICE — Parasympathomimetics (click to expand)

Calms the autonomic system via β-adrenergic blockade or α₂-agonism. Detected by HR ↓ and HRV entropy expansion (ΔH > 0).

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
17	propranolol	β-blocker (non-sel)	5	-8.5	3.5	1.5h	4h	+0.3 to +1.5	Rx	🟡
18	metoprolol	β₁-blocker (sel)	7	-9.7	4.0	1.5h	4h	+0.2 to +1.2	Rx	🔴
19	atenolol	β₁-blocker (hydro)	6	-9.3	3.8	3h	7h	+0.2 to +1.0	Rx	🔴
20	bisoprolol	β₁-blocker (hi-sel)	7	-9.7	4.0	2h	11h	+0.2 to +1.0	Rx	🔴
21	carvedilol	β+α₁-blocker	6	-8.5	3.5	1.5h	7h	+0.2 to +1.3	Rx	🔴
22	clonidine	α₂-agonist (central)	1	-1.5	0.6	2h	12h	+0.3 to +1.5	Rx	🟢
23	guanfacine	α₂A-agonist (sel)	2	-3.4	1.4	4h	17h	+0.2 to +1.2	Rx	🟡
24	digoxin	Cardiac glycoside	8	-12.2	5.0	2h	42h	+0.2 to +0.8	Rx	🔴
25	ivabradine	If-channel blocker	5	-7.3	3.0	1h	6h	-0.2 to +0.3	Rx	🟡

🧚 FAIRY — Serotonergic (click to expand)

Modulates 5-HT receptors via reuptake inhibition (SSRIs/SNRIs), partial agonism, or direct agonism (psychedelics). Detected by slow HRV modulation over days and sleep architecture Δ.

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
26	sertraline	SSRI	3	-5.4	2.2	6.5h	26h	-0.5 to +0.1	Rx	🟡
27	fluoxetine	SSRI	5	-7.3	3.0	7h	48h	-0.5 to +0.1	Rx	🟡
28	escitalopram	SSRI	4	-6.1	2.5	5h	30h	-0.4 to +0.1	Rx	🟡
29	paroxetine	SSRI + ACh	3	-4.9	2.0	5h	21h	-0.6 to 0.0	Rx	🟡
30	venlafaxine	SNRI	6	-9.3	3.8	2h	5h	-0.8 to -0.1	Rx	🔴
31	duloxetine	SNRI	3	-5.6	2.3	6h	12h	-0.7 to -0.1	Rx	🟡
32	trazodone	SARI	4	-6.8	2.8	1h	7h	0.0 to +0.5	Rx	🟡
33	buspirone	5-HT₁A agonist	5	-7.3	3.0	1h	2.5h	-0.2 to +0.3	Rx	🟡
34	psilocybin	5-HT₂A agonist	3	-3.4	1.4	1.5h	3h	-0.6 to +0.3	C-I	🟡
35	lsd	5-HT₂A agonist	1	-2.4	1.0	2h	3.5h	-0.5 to +0.2	C-I	🟢

🐉 DRAGON — Mixed / Biphasic (click to expand)

Dual-branch autonomic agents (antipsychotics, alcohol) with multi-receptor affinity. Detected by biphasic ΔH — initial collapse then expansion.

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
36	quetiapine	Atypical AP (D₂/5-HT₂)	7	-11.0	4.5	1.5h	7h	-0.3 to +0.4	Rx	🔴
37	olanzapine	Atypical AP (D₂/5-HT₂)	2	-4.4	1.8	6.5h	30h	-0.5 to +0.2	Rx	🟡
38	risperidone	Atypical AP (D₂/5-HT₂)	4	-6.8	2.8	1h	21h	-0.4 to +0.2	Rx	🟡
39	haloperidol	Typical AP (D₂)	6	-8.8	3.6	4h	24h	-0.4 to +0.1	Rx	🔴
40	chlorpromazine	Typical AP (D₂/ACh)	3	-4.9	2.0	3h	30h	-0.5 to +0.2	Rx	🟡
41	clozapine	Atypical AP (multi)	2	-3.7	1.5	2.5h	12h	-0.6 to +0.1	Rx	🟡
42	aripiprazole	AP (D₂ partial ag)	6	-8.5	3.5	4h	75h	-0.3 to +0.2	Rx	🔴
43	ethanol	GABA-A / NMDA	0	-0.2	0.1	1h	1.5h	-1.0 to +0.5	—	🟢
44	mirtazapine	NaSSA (α₂/5-HT₂/H₁)	1	-2.9	1.2	2h	30h	+0.1 to +0.6	Rx	🟢
45	hydroxyzine	Antihistamine (H₁)	5	-7.8	3.2	2h	20h	0.0 to +0.5	Rx	🟡

👻 GHOST — GABAergic / Sedative (click to expand)

Enhances GABA-A inhibition (benzodiazepines), blocks orexin (suvorexant), or activates GABA-B (GHB). Detected by respiratory rate ↓ and sleep entropy shift.

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
46	alprazolam	BZD (short-acting)	0	-2.0	0.8	1.5h	11h	+0.2 to +1.0	C-IV	🟢
47	diazepam	BZD (long-acting)	1	-2.7	1.1	1.25h	60h	+0.2 to +1.0	C-IV	🟢
48	lorazepam	BZD (intermediate)	0	-2.2	0.9	2h	12h	+0.2 to +0.9	C-IV	🟢
49	clonazepam	BZD (long-acting)	0	-2.2	0.9	2.5h	35h	+0.2 to +0.9	C-IV	🟢
50	zolpidem	Z-drug (ω₁ sel)	2	-3.4	1.4	1.6h	2.5h	+0.1 to +0.6	C-IV	🟡
51	suvorexant	Orexin antagonist	4	-6.1	2.5	2h	12h	0.0 to +0.4	C-IV	🟡
52	ghb	GABA-B agonist	2	-1.5	0.6	35m	45m	+0.2 to +1.0	C-I/III	🟢

🔮 PSYCHIC — Opioidergic (click to expand)

Binds μ/κ/δ opioid receptors as full agonists, partial agonists, or antagonists. Detected by deep parasympathetic shift and respiratory entropy collapse.

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
53	morphine	μ-agonist (full)	1	-2.4	1.0	1h	2.5h	+0.2 to +1.2	C-II	🟢
54	oxycodone	μ-agonist (full)	1	-2.9	1.2	1.5h	3.5h	+0.2 to +1.2	C-II	🟢
55	hydrocodone	μ-agonist (full)	1	-2.7	1.1	1.3h	4h	+0.2 to +1.0	C-II	🟢
56	fentanyl	μ-agonist (potent)	7	-10.2	4.2	25m	7h	+0.3 to +1.5	C-II	🔴
57	methadone	μ-agonist (long)	5	-7.8	3.2	3.25h	30h	+0.2 to +1.0	C-II	🟡
58	buprenorphine	μ-partial agonist	2	-3.7	1.5	1h	37h	+0.1 to +0.7	C-III	🟡
59	tramadol	μ-weak + SNRI	3	-4.9	2.0	2h	6h	-0.2 to +0.6	C-IV	🟡
60	naltrexone	μ-antagonist	2	-3.2	1.3	1h	4h	-0.4 to +0.1	Rx	🟢

☠️ POISON — Anticholinergic (click to expand)

Blocks muscarinic acetylcholine receptors, removing the vagal brake. Detected by paradoxical sympathetic ↑ (HR rises despite no catecholamine release).

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
61	atropine	mAChR antagonist	4	-7.8	3.2	1h	4h	-1.2 to -0.4	Rx	🟡
62	scopolamine	mAChR antagonist	4	-6.8	2.8	1h	4.5h	-0.6 to 0.0	Rx	🟡
63	diphenhydramine	H₁-antag + mAChR	4	-6.8	2.8	2h	6h	-0.4 to +0.2	OTC	🟡
64	promethazine	H₁-antag + mAChR	3	-5.3	2.2	2.5h	12h	-0.3 to +0.3	Rx	🟡

🌿 GRASS — Cannabinoid (click to expand)

CB1/CB2 receptor agonism with mixed autonomic effects. Detected by mixed HR response and altered HRV spectral balance (LF/HF ratio shift).

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
65	thc	CB1/CB2 agonist	4	-5.3	2.2	10m (inh)	30h	-0.8 to +0.3	C-I	🟡
66	dronabinol	Synthetic THC	4	-5.3	2.2	3h (oral)	30h	-0.6 to +0.3	C-III	🟡

⚙️ STEEL — Structural / Rigid Agents (click to expand)

Rigid molecules that bind cleanly with minimal conformational penalty (low |ΔS|). Includes mood stabilizers, anticonvulsants, NSAIDs, corticosteroids, muscle relaxants, and TCAs.

#	Substance	Class	Bonds	ΔS (bits)	-TΔS	Tmax	t½	ΔH_hrv (bits)	Schedule	Tier
67	lithium	Mood stab (monatomic)	0	0.0	0.0	3h	27h	-0.3 to +0.2	Rx	🟢
68	gabapentin	Ca²⁺-channel ligand	3	-3.7	1.5	2.5h	6h	0.0 to +0.5	Rx	🟡
69	pregabalin	Ca²⁺-channel ligand	3	-3.9	1.6	1.5h	6h	0.0 to +0.5	C-V	🟡
70	lamotrigine	Na⁺-channel blocker	1	-1.7	0.7	2.5h	25h	-0.2 to +0.2	Rx	🟢
71	valproate	GABA enhancer (multi)	4	-4.4	1.8	4h	12.5h	-0.2 to +0.3	Rx	🟡
72	carbamazepine	Na⁺-channel blocker	1	-2.0	0.8	4.5h	14.5h	-0.3 to +0.1	Rx	🟢
73	topiramate	Multi-mechanism AED	3	-3.9	1.6	2h	21h	-0.2 to +0.2	Rx	🟡
74	ibuprofen	NSAID (COX inhib)	3	-3.9	1.6	1.5h	2h	-0.2 to +0.2	OTC	🟡
75	prednisone	Corticosteroid	2	-2.9	1.2	2h	3.5h	-0.5 to 0.0	Rx	🟢
76	dexamethasone	Corticosteroid (potent)	3	-3.7	1.5	2h	45h	-0.5 to 0.0	Rx	🟡
77	metoclopramide	D₂ antagonist (prokinetic)	4	-6.1	2.5	1.5h	5.5h	-0.2 to +0.2	Rx	🟡
78	levothyroxine	Thyroid hormone (T₄)	4	-5.9	2.4	3h	7d	-0.3 to +0.1	Rx	🟡
79	cyclobenzaprine	Muscle relax (TCA-like)	2	-3.7	1.5	5.5h	18h	-0.4 to +0.1	Rx	🟡
80	baclofen	GABA-B agonist	2	-2.9	1.2	2.5h	3.5h	0.0 to +0.4	Rx	🟢
81	tizanidine	α₂-agonist (central)	1	-1.7	0.7	1h	2.5h	+0.2 to +0.8	Rx	🟢
82	ketamine	NMDA antagonist	1	-2.0	0.8	20m	2.5h	-0.8 to +0.4	C-III	🟢
83	amitriptyline	TCA (NE/5-HT + ACh)	3	-4.9	2.0	4h	25h	-0.8 to -0.2	Rx	🟡
84	nortriptyline	TCA (NE > 5-HT)	2	-3.9	1.6	5h	28h	-0.7 to -0.1	Rx	🟡

84 docking poses catalogued · 10 pharmacological TYPEs · 3 flexibility tiers

🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣

🗺️ Region Map — Architecture

📦 Shared Swift Package

All models, analysis engine, and TV display views live in BonhommeCore, a platform-agnostic Swift Package compiled for iOS, watchOS, tvOS, and visionOS:

📦 BonhommeCore/
├── 📋 Package.swift                    # iOS 17, watchOS 10, tvOS 17, visionOS 1
└── 📂 Sources/BonhommeCore/
    ├── 🗂️ Models/
    │   ├── 🧘 Pose.swift               # Bilingual pose with category, difficulty, modifications
    │   ├── 📚 PoseCatalog.swift         # 26 poses + 6 workout plans
    │   ├── 🌐 LocalizedString.swift     # EN/FR-CA resolver by device locale
    │   ├── 📋 WorkoutPlan.swift         # Ordered pose sequence with computed duration
    │   ├── 📺 TVDisplayPayload.swift    # Codable message: iPhone → TV surface
    │   ├── 💓 BiofeedbackSnapshot.swift # HR, HRV, SCI, calories + multi-signal insights
    │   └── 📊 WorkoutResult.swift       # Post-session summary with HR samples
    ├── 🔬 Analysis/
    │   ├── 🧮 EntropyCalculator.swift   # Shared Shannon entropy utility (reusable)
    │   ├── 📡 HealthSignal.swift        # Protocol + HRVSignal, MedicationSignal, DockingSignal
    │   ├── 🔍 SignalAnalyzer.swift      # Protocol + AnalysisInsight, AnalysisContext
    │   ├── 💓 HRVAnalyzer.swift         # Shannon Collapse Index from R-R intervals
    │   ├── 💊 MedicationAnalyzer.swift  # Adherence scoring with HRV correlation
    │   ├── ⚙️ FeedbackEngine.swift      # Thread-safe multi-signal orchestrator
    │   ├── 📈 DrugResponseAnalyzer.swift # ΔH detection around medication dose events
    │   ├── 🧪 PharmacokineticProfile.swift # 70+ substance PK/autonomic profiles
    │   ├── 🧬 BindingEntropyProfile.swift # 60+ molecular ΔS_config reference values
    │   ├── 🔩 FlexAIDdSAnalyzer.swift   # Torsional ΔS_config computation
    │   ├── 🔬 CrossDomainValidator.swift # |ΔS_config| ↔ |ΔH_hrv| correlation
    │   └── 🔗 DockingInsightAnalyzer.swift # SignalAnalyzer adapter for FeedbackEngine
    └── 📺 TVDisplay/
        ├── 🖼️ TVDisplayView.swift       # Shared layout: 60% pose + 40% biofeedback
        ├── ⏱️ PoseCountdownView.swift   # Circular countdown timer with category color
        ├── 💚 HeartRateGaugeView.swift   # BPM gauge with HR zone
        ├── 🎯 SCIVisualizationView.swift # Focus ring with trend indicator
        └── 📊 SessionProgressView.swift  # Pose dots + elapsed time

🌐 Bilingual Data Model

Instead of .strings files, NATURaL uses a data-driven approach where all content is self-contained in the Swift Package:

public struct LocalizedString: Codable, Sendable, Hashable {
    public let en: String
    public let fr: String
    public var localized: String {
        Locale.current.language.languageCode?.identifier
            .hasPrefix("fr") == true ? fr : en
    }
}

🏗️ Repository Structure

🏠 NATURaL/
├── 📱 Bonhomme/                        # iOS app (iPhone + iPad hub)
│   ├── 🚀 App/                         # @main entry, AppState, SwiftData container
│   ├── ✨ Features/
│   │   ├── 🏋️ Workout/                 # Flow VM, guided session UI, home (iPad split)
│   │   ├── 📊 Summary/                 # Post-workout charts + SwiftData persistence
│   │   ├── 📜 History/                 # Blended NATURaL + Fitness+ timeline
│   │   └── 💰 Paywall/                 # StoreKit 2 subscription view
│   ├── ⚙️ Services/
│   │   ├── ❤️ HealthKit/               # HR, workout recorder, Fitness+ reader,
│   │   │                            # InsightEngine, MedicationTracker, ResearchKit
│   │   ├── 🎵 Music/                   # MusicKit adaptive playlists (SCI-driven)
│   │   ├── 💾 Persistence/             # WorkoutStateStore, SwiftData PersistentModels
│   │   ├── 🏥 CareKit/                 # CareKitBridge, YogaTaskBuilder
│   │   ├── ⌚ WatchConnectivity/       # PhoneConnectivityBridge (iOS ↔ Watch)
│   │   ├── 👥 SharePlay/               # GroupActivity session coordinator
│   │   ├── 🗣️ Siri/                    # App Intents + 4 shortcuts
│   │   └── 💳 Subscription/            # StoreKit 2 entitlements
│   ├── 📺 TVRelay/                     # Coordinator, AirPlay, native companion
│   └── 🎨 Shared/Components/           # Activity rings, reusable views
├── 📦 BonhommeCore/                    # Shared Swift Package (all platforms)
│   ├── 📂 Sources/BonhommeCore/        # Models + Analysis + TV display views
│   └── 🧪 Tests/BonhommeCoreTests/     # Unit tests (entropy, analyzers, codable)
├── 📺 BonhommeTV/                      # tvOS companion app
│   ├── 🚀 App/                         # @main entry
│   ├── 🌐 Networking/                  # NWListener Bonjour service
│   └── 🖼️ Views/                       # TV root + idle views
├── ⌚ BonhommeWatch/                   # watchOS companion app
│   └── 🚀 App/                         # WatchApp, WorkoutManager, WCSession bridge,
│                                    # SessionView (3-page vertical), HomeView
├── 🥽 BonhommeVision/                  # visionOS spatial app
│   └── 🚀 App/                         # VisionApp, SpatialPoseView, ImmersivePoseSpace,
│                                    # SpatialBiofeedbackView (ornament gauges)
├── 📳 NATURaLLiveActivity/             # ActivityKit Dynamic Island
├── 📊 NATURaLWidgets/                  # Streak + Activity Rings widgets
└── 🧪 Tests/
    ├── ✅ BonhommeTests/               # iOS app unit tests
    └── 🤖 BonhommeUITests/             # Xcode UI test suites

🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣

🔬 Professor's Lab — Build

📋 Requirements

Dependency	Version
🛠️ Xcode	15.0+ (26+ for Apple Intelligence)
🦅 Swift	5.9+
📱 iOS deployment	17.0+
⌚ watchOS deployment	10.0+
📺 tvOS deployment	17.0+
🥽 visionOS deployment	1.0+
📦 External dependencies	None (CareKit added at project level)

🚀 Quick Start

🧪 The Professor: "Are you ready? Your very own NATURaL adventure is about to unfold!" 🧪

# 📥 Clone
git clone https://github.com/lmorency/NATURaL.git
cd NATURaL

# 🛠️ Open in Xcode
open Bonhomme.xcodeproj    # or .xcworkspace

# 🎯 Select scheme → Bonhomme, destination → iPhone 15 Pro
# ⌘R to build and run

🎯 Targets

Scheme	Destination	Description
📱 Bonhomme	iPhone / iPad Simulator (iOS 17+)	Main hub app with adaptive layout
📺 BonhommeTV	Apple TV 4K Simulator (tvOS 17+)	TV companion display
⌚ BonhommeWatch	Apple Watch Series 9 (watchOS 10+)	Native HR sensor + on-wrist SCI
🥽 BonhommeVision	Apple Vision Pro (visionOS 1.0+)	Spatial yoga with 3D pose figure

🔐 Entitlements

Entitlement	Purpose
❤️ HealthKit	Workout recording, HR/HRV monitoring, medication records
🏥 HealthKit (clinical)	FHIR medication record access
📡 Background Modes	HealthKit background delivery, workout processing
☁️ iCloud (CloudKit)	SwiftData cross-device sync
🤖 Apple Intelligence	On-device Foundation Model insight generation

🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣

🏟️ Arena Challenge — Testing

🏆 "You've defeated the ARENA MASTER! You earned the test badge!" 🏆

# 🧪 BonhommeCore unit tests (platform-agnostic)
xcodebuild test -scheme BonhommeCore -destination 'platform=iOS Simulator,name=iPhone 15 Pro'

# 📱 iOS app unit tests
xcodebuild test -scheme Bonhomme -destination 'platform=iOS Simulator,name=iPhone 15 Pro'

# 🤖 UI tests (requires simulator)
xcodebuild test -scheme BonhommeUITests -destination 'platform=iOS Simulator,name=iPhone 15 Pro'

🏅 Arena Badges Earned

Badge	Tests	Scope
🟢 `LocalizedStringTests`	5	Codable, hashable, EN/FR resolution
🟢 `PoseTests`	5	Init, codable, difficulty/category enums
🟢 `PoseCatalogTests`	10	Unique IDs, bilingual coverage, distribution
🟢 `WorkoutPlanTests`	4	Duration calc, codable, edge cases
🟢 `TVDisplayPayloadTests`	4	Codable roundtrip, nil biofeedback, SCI trend
🟢 `WorkoutResultTests`	3	Result codable, nil heart rate
🟡 `AnalyzerTests`	17	Shannon entropy, SCI scoring, medication adherence, FeedbackEngine multi-signal, EntropyCalculator edge cases + parity
🟡 `DrugResponseAnalyzerTests`	24	Sympathomimetic/parasympathomimetic detection, dose-response curves, profile matching, batch aggregation, Cohen's d, AUC
🔴 `FlexAIDdSAnalyzerTests`	27	Torsional entropy, ΔS_config, kcal/mol conversion, cross-domain validation, BindingEntropyProfile registry, DockingInsightAnalyzer pipeline
🟢 `WorkoutFlowViewModelTests`	3	Plan structure, TV payload, localization
🟢 `TVDisplayCoordinatorTests`	3	Payload size <10KB, framing, Bonjour type
🟣 `WorkoutFlowUITests`	5	Home screen, navigation, countdown, a11y
🟣 `AirPlayFallbackUITests`	3	TV section, connection prompt, stability

🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅🏅

🌟 Legendary Allies — Related Projects

┌─────────────────────────────────────────────────────────┐
│  ✨ LEGENDARY ALLIES ENCOUNTERED! ✨                    │
│                                                         │
│  🔵 Shannon          — Entropy collapse detection.      │
│                        Provides the mathematical         │
│                        foundation for the SCI            │
│                        biofeedback metric.               │
│                                                         │
│  🔴 FlexAID∆S        — Entropy-driven molecular docking.│
│                        Validated the thermodynamic        │
│                        scoring framework adapted for      │
│                        HRV analysis.                     │
└─────────────────────────────────────────────────────────┘

Project	Role
🔵 Shannon	Entropy collapse detection — provides the mathematical foundation for the SCI biofeedback metric
🔴 FlexAID∆S	Entropy-driven molecular docking — validated the thermodynamic scoring framework adapted for HRV analysis

🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣🔴🟠🟡🟢🔵🟣

🏆 Hall of Fame

╔══════════════════════════════════════════════════╗
║              🏆 HALL OF FAME 🏆                  ║
║                                                  ║
║  🔒 LICENSE: Proprietary. All rights reserved.   ║
║                                                  ║
║  🤝 CONTRIBUTING:                                ║
║  This project is currently in private            ║
║  development. Contact the maintainer for         ║
║  collaboration inquiries.                        ║
║                                                  ║
║        💾 SAVE GAME? [Y] / [N] 💾               ║
╚══════════════════════════════════════════════════╝

Name		Name	Last commit message	Last commit date
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Bonhomme		Bonhomme
BonhommeAccel		BonhommeAccel
BonhommeCore		BonhommeCore
BonhommeTV		BonhommeTV
BonhommeVision		BonhommeVision
BonhommeWatch		BonhommeWatch
NATURaL.xcodeproj		NATURaL.xcodeproj
NATURaLLiveActivity		NATURaLLiveActivity
NATURaLWidgets		NATURaLWidgets
Tests		Tests
.gitignore		.gitignore
CLAUDE.md		CLAUDE.md
POKEDRUG_PLAN.md		POKEDRUG_PLAN.md
POKEMON_PITCH_DECK.md		POKEMON_PITCH_DECK.md
README.md		README.md
TEST_COVERAGE_ANALYSIS.md		TEST_COVERAGE_ANALYSIS.md
translate_poses.py		translate_poses.py

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📖 Codex Entry #001 — Overview

⚔️ Moves & Abilities

🟢 MOVE 1 — Pose Engine NORMAL

🟣 MOVE 2 — Biofeedback Pipeline PSYCHIC

🐉 ABILITY — Multi-Signal Analysis Engine DRAGON

☠️ MOVE 3 — Drug Response Analysis (PokeDrug) POISON

🧚 MOVE 4 — Adaptive MusicKit FAIRY

🏥 MOVE 5 — CareKit Integration STEEL

👻 MOVE 6 — State Restoration GHOST

🧊 MOVE 7 — CloudKit Sync ICE

🧠 MOVE 8 — Apple Intelligence PSYCHIC

🦅 MOVE 9 — Multi-Screen Display FLYING

🎖️ Party Roster — Platform Integration

🧘 Chair Yoga — Workout Plans

🧬 PokeDrug TYPE Chart

🎯 TYPE → Signal Detection

⚔️ TYPE Effectiveness — Cross-Signal Interactions

🧬 PokeDrug Codex — Docking Poses

🎲 Flexibility Distribution

🗺️ Region Map — Architecture

📦 Shared Swift Package

🌐 Bilingual Data Model

🏗️ Repository Structure

🔬 Professor's Lab — Build

📋 Requirements

🚀 Quick Start

🎯 Targets

🔐 Entitlements

🏟️ Arena Challenge — Testing

🏅 Arena Badges Earned

🌟 Legendary Allies — Related Projects

🏆 Hall of Fame

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🟢 MOVE 1 — Pose Engine `NORMAL`

🟣 MOVE 2 — Biofeedback Pipeline `PSYCHIC`

🐉 ABILITY — Multi-Signal Analysis Engine `DRAGON`

☠️ MOVE 3 — Drug Response Analysis (PokeDrug) `POISON`

🧚 MOVE 4 — Adaptive MusicKit `FAIRY`

🏥 MOVE 5 — CareKit Integration `STEEL`

👻 MOVE 6 — State Restoration `GHOST`

🧊 MOVE 7 — CloudKit Sync `ICE`

🧠 MOVE 8 — Apple Intelligence `PSYCHIC`

🦅 MOVE 9 — Multi-Screen Display `FLYING`

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