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+---
+sidebar_position: 1
+title: Developer Documentation
+description: Technical reference for developers building on or contributing to StudyU
+---
+
+# Developer Documentation
+
+StudyU is an open-source platform for designing and running N-of-1 clinical trials on participants' smartphones. It consists of two Flutter applications sharing a common core library, backed by Supabase (PostgreSQL + Auth + Storage).
+
+## System Architecture
+
+```mermaid
+graph TB
+    subgraph "Client Layer"
+        APP["<b>StudyU App</b><br/>Flutter (iOS, Android, Web)<br/>For participants"]
+        DESIGNER["<b>StudyU Designer</b><br/>Flutter Web<br/>For researchers"]
+    end
+
+    subgraph "Shared Code"
+        CORE["<b>studyu_core</b><br/>Domain models, serialization,<br/>Supabase ORM utilities"]
+        COMMON["<b>studyu_flutter_common</b><br/>Shared Flutter widgets,<br/>localization, secure storage"]
+    end
+
+    subgraph "Backend (Supabase)"
+        AUTH["Auth (GoTrue)<br/>Email/password"]
+        DB["PostgreSQL<br/>RLS-protected tables"]
+        STORAGE["Storage<br/>Blob bucket: observations"]
+        EDGE["Edge Functions<br/>(minimal usage)"]
+    end
+
+    APP --> COMMON
+    APP --> CORE
+    DESIGNER --> COMMON
+    DESIGNER --> CORE
+    COMMON --> CORE
+
+    APP -->|"supabase_flutter SDK"| AUTH
+    APP -->|"REST API (PostgREST)"| DB
+    APP -->|"File uploads"| STORAGE
+
+    DESIGNER -->|"supabase_flutter SDK"| AUTH
+    DESIGNER -->|"REST API (PostgREST)"| DB
+
+    style APP fill:#4FC3F7,color:#000
+    style DESIGNER fill:#81C784,color:#000
+    style CORE fill:#FFB74D,color:#000
+    style COMMON fill:#FFB74D,color:#000
+    style AUTH fill:#CE93D8,color:#000
+    style DB fill:#CE93D8,color:#000
+    style STORAGE fill:#CE93D8,color:#000
+    style EDGE fill:#CE93D8,color:#000
+```
+
+## Tech Stack
+
+| Layer | Technology | Notes |
+|---|---|---|
+| **Mobile / Web apps** | Flutter / Dart 3.8+ | Two apps from one codebase |
+| **App state (participants)** | Provider + ChangeNotifier | Lightweight, mobile-first |
+| **App state (researchers)** | Riverpod + code gen | Complex async form workflows |
+| **Routing (participants)** | Navigator 1.0 | Named routes, imperative |
+| **Routing (researchers)** | GoRouter v17 | URL-driven, auth guards |
+| **Form handling (researchers)** | reactive_forms | Debounced auto-save |
+| **Serialization** | json_serializable | Compile-time safety, code-generated |
+| **Monorepo tooling** | Melos | Script runner, package linking |
+| **Backend** | Supabase | PostgreSQL + Auth + Storage + PostgREST |
+| **Database** | PostgreSQL 15 | RLS on all tables |
+| **Authentication** | GoTrue (Supabase) | Email/password only |
+| **Error tracking** | Sentry | Analytics opt-in |
+
+## Key Architectural Decisions
+
+| Decision | Choice | Rationale |
+|---|---|---|
+| Monorepo | Melos-managed workspace | Shared models and utilities across two apps |
+| Backend | Supabase (hosted PostgreSQL) | Auth, RLS, real-time, and storage out of the box |
+| State management (App) | Provider | Lightweight, sufficient for mobile-first participant flows |
+| State management (Designer) | Riverpod | Complex form workflows and async data management |
+| Serialization | json_serializable (code gen) | Compile-time safety for 30+ model classes |
+| Offline strategy | Exception-based fallback + cache sync | Pragmatic for clinical data entry in low-connectivity scenarios |
+
+## Reading Order for New Developers
+
+If you are new to StudyU, follow this sequence:
+
+1. **[Domain Model: N-of-1 Trials](./02-domain-model/01-n-of-1-trials.mdx)** — understand the clinical research concepts before touching code
+2. **[Domain Model: Core Entities](./02-domain-model/02-core-entities.mdx)** — learn what Study, Intervention, Observation, and Subject mean in the codebase
+3. **[Domain Model: Entity Relationships](./02-domain-model/03-entity-relationships.mdx)** — see how entities connect via diagrams
+4. **[Domain Model: Concrete Example](./02-domain-model/04-concrete-example.mdx)** — walk through the Vitamin D trial end-to-end
+5. **[Architecture: System Overview](./03-architecture/01-system-overview.mdx)** — high-level architecture and tech stack
+6. **[Architecture: Monorepo Structure](./03-architecture/02-monorepo-structure.mdx)** — packages, dependencies, Melos scripts
+7. **[Local Setup: Prerequisites](./06-local-setup/01-prerequisites.mdx)** — tools to install
+8. **[Local Setup: Clone and Bootstrap](./06-local-setup/02-clone-and-bootstrap.mdx)** — get the repo running
+9. **[Local Setup: Running Apps](./06-local-setup/04-running-apps.mdx)** — start the apps locally
+
+## Documentation Sections
+
+| Section | What it covers |
+|---|---|
+| [Domain Model](./02-domain-model/01-n-of-1-trials.mdx) | N-of-1 trial concepts, entity glossary, ERD diagrams, concrete walkthrough |
+| [Architecture](./03-architecture/01-system-overview.mdx) | System design, monorepo, frontend patterns, Supabase backend, offline sync |
+| [App Reference](./04-app-reference/01-screen-map.mdx) | Participant app screen flow, task system, widget reference |
+| [Designer Reference](./05-designer-reference/01-screen-map.mdx) | Researcher app navigation, design tabs, management screens, form patterns |
+| [Local Setup](./06-local-setup/01-prerequisites.mdx) | Prerequisites, clone, Supabase, running apps, environment config, code generation |
+| [Development Workflow](./07-development-workflow/01-edit-build-test.mdx) | Daily workflow, coding conventions, IDE setup, troubleshooting |
+| [Database Reference](./08-database-reference/01-schema.mdx) | Tables, columns, computed functions, RLS policies, migrations |
+| [JSON Schema Reference](./09-json-schema-reference/01-overview.mdx) | Complete JSON structure of every model class with examples |
diff --git a/docs/06-development/02-domain-model/01-n-of-1-trials.mdx b/docs/06-development/02-domain-model/01-n-of-1-trials.mdx
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+---
+sidebar_position: 1
+title: What is an N-of-1 Trial?
+description: The clinical research concept at the heart of StudyU, explained for developers
+---
+
+# What is an N-of-1 Trial?
+
+This document is the entry point for developers joining the StudyU project who know Flutter but have no background in clinical research. Understanding the research concept behind the product is the key to understanding why the data model looks the way it does.
+
+## The problem with traditional clinical trials
+
+A standard Randomized Controlled Trial (RCT) enrolls hundreds or thousands of participants, randomly assigns them to a treatment or a placebo group, and then measures the *average* treatment effect across the group. This answers the question "does this drug work for people *on average*?" — but it says nothing about whether the drug will work for *you specifically*.
+
+## What an N-of-1 trial is
+
+An N-of-1 trial studies a **single participant** across time. Instead of comparing two groups of different people, it compares the *same person* across different treatment phases. The participant alternates between an active treatment (Intervention A) and a control or alternative treatment (Intervention B), repeating the cycle multiple times. Because the same person experiences both conditions, many sources of individual variability are controlled automatically.
+
+This answers a different question: **"Does this treatment work for this individual?"**
+
+## Why this matters for StudyU
+
+StudyU is a platform that lets researchers design and run N-of-1 trials digitally, using participants' smartphones. The clinical insight translates directly into product requirements:
+
+- A study must have **at least two intervention arms** to alternate between.
+- A study has a **schedule** that dictates which arm is active on which days.
+- Data is collected through **tasks** that participants complete on each study day.
+- Results are meaningful *per participant*, not only in aggregate.
+
+## How a typical N-of-1 trial runs
+
+```mermaid
+flowchart TD
+    A([Participant opens StudyU app]) --> B[Browse study registry\nor enter invite code]
+    B --> C[View study details]
+    C --> D{Has eligibility check?}
+    D -- No --> F
+    D -- Yes --> E[Complete eligibility questionnaire]
+    E --> EE{All criteria\nsatisfied?}
+    EE -- No --> Z1([Not eligible — exit])
+    EE -- Yes --> F
+    F{Has consent items?}
+    F -- No --> H
+    F -- Yes --> G[Review and agree to\neach consent item]
+    G --> GG{All items\nagreed?}
+    GG -- No --> Z2([Cannot enroll — exit])
+    GG -- Yes --> H
+    H[Enrolled as StudySubject\nstartedAt recorded] --> I
+    I{includeBaseline?}
+    I -- Yes --> J[Baseline phase\nObservations only — no intervention tasks]
+    I -- No --> K
+    J --> K[Intervention phase A\nIntervention tasks + Observations]
+    K --> L[Intervention phase B\nIntervention tasks + Observations]
+    L --> M{More cycles?}
+    M -- Yes --> K
+    M -- No --> N[Study complete]
+    N --> O[View personal results report]
+```
+
+## Phase sequences
+
+The order of intervention phases within each cycle is configurable by the researcher:
+
+```mermaid
+gantt
+    title Study Phase Sequences (phaseDuration = 7 days, numberOfCycles = 2, includeBaseline = true)
+    dateFormat  YYYY-MM-DD
+    axisFormat  Day %j
+
+    section Alternating (ABAB)
+    Baseline         :baseline1, 2024-01-01, 7d
+    Intervention A   :a1, after baseline1, 7d
+    Intervention B   :b1, after a1, 7d
+    Intervention A   :a2, after b1, 7d
+    Intervention B   :b2, after a2, 7d
+
+    section Counter-Balanced (ABBA)
+    Baseline         :baseline2, 2024-01-01, 7d
+    Intervention A   :c1, after baseline2, 7d
+    Intervention B   :c2, after c1, 7d
+    Intervention B   :c3, after c2, 7d
+    Intervention A   :c4, after c3, 7d
+
+    section Randomized
+    Baseline         :baseline3, 2024-01-01, 7d
+    Intervention A   :d1, after baseline3, 7d
+    Intervention B   :d2, after d1, 7d
+    Intervention B   :d3, after d2, 7d
+    Intervention A   :d4, after d3, 7d
+
+    section Customized (ABBA string)
+    Baseline         :baseline4, 2024-01-01, 7d
+    Intervention A   :e1, after baseline4, 7d
+    Intervention B   :e2, after e1, 7d
+    Intervention B   :e3, after e2, 7d
+    Intervention A   :e4, after e3, 7d
+```
+
+> **Note:** Each bar is one phase lasting `phaseDuration` days. The counter-balanced and customized sequences shown above happen to produce the same output (ABBA) — the difference is that `customized` takes a researcher-provided string, while `counterBalanced` is computed by the `_generateCounterBalancedCycle` algorithm.
+
+## The study lifecycle
+
+```mermaid
+flowchart LR
+    A([Start]) --> B[Draft]
+    B --> |"Researcher designs study\nin Designer app"| B
+    B --> |"Researcher publishes"| C[Running]
+    C --> |"Participants enroll\nand complete tasks"| C
+    C --> |"Researcher closes\nor study period ends"| D[Closed]
+    D --> E([Analyze results])
+
+    subgraph "Draft phase — what the researcher configures"
+        F[Define interventions]
+        G[Add observations and questionnaires]
+        H[Set eligibility criteria and consent]
+        I[Configure schedule]
+        J[Set up report specification]
+    end
+
+    subgraph "Running phase — what participants do"
+        K[Enroll via app]
+        L[Complete daily tasks]
+        M[SubjectProgress records accumulate]
+    end
+
+    B -.-> F
+    C -.-> K
+```
+
+## What this means in code
+
+The N-of-1 structure maps directly to the domain model:
+
+| Clinical concept | Code entity | Where to find it |
+|---|---|---|
+| The trial protocol | `Study` | `core/lib/src/models/tables/study.dart` |
+| A treatment arm | `Intervention` | `core/lib/src/models/interventions/intervention.dart` |
+| A task the participant does per phase | `CheckmarkTask` | `core/lib/src/models/interventions/tasks/checkmark_task.dart` |
+| A measurement taken every phase | `QuestionnaireTask` | `core/lib/src/models/observations/tasks/questionnaire_task.dart` |
+| The trial schedule | `StudySchedule` | `core/lib/src/models/study_schedule/study_schedule.dart` |
+| An enrolled participant | `StudySubject` | `core/lib/src/models/tables/study_subject.dart` |
+| A single task completion | `SubjectProgress` | `core/lib/src/models/tables/subject_progress.dart` |
+
+Continue to [Core Entities](./02-core-entities.mdx) for the full glossary of each domain object.
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+---
+sidebar_position: 2
+title: Core Entities
+description: Glossary of every domain object in StudyU with field-by-field reference
+---
+
+# Core Entities
+
+This glossary defines every domain entity in StudyU, maps it to its code location, and lists all fields. Read [N-of-1 Trials](./01-n-of-1-trials.mdx) first if you haven't already.
+
+## Study
+
+**Research meaning:** The top-level protocol for a clinical study. It defines everything needed to conduct the trial: what treatments will be compared, what data will be collected, who is eligible to participate, what participants must consent to, and how long the trial runs.
+
+**In the codebase:** `Study` is the aggregate root. Everything else hangs off it. It maps to the `study` table in Supabase.
+
+**File:** `core/lib/src/models/tables/study.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `id` | `String` | UUID primary key |
+| `userId` | `String` | The researcher who owns the study |
+| `title` | `String?` | Display name |
+| `description` | `String?` | Free-text study description |
+| `status` | `StudyStatus` | `draft`, `running`, or `closed` |
+| `participation` | `Participation` | `open` (anyone can join) or `invite` (invite code required) |
+| `resultSharing` | `ResultSharing` | `public`, `private`, or `organization` |
+| `questionnaire` | `StudyUQuestionnaire` | Eligibility screening questions |
+| `eligibilityCriteria` | `List<EligibilityCriterion>` | Rules evaluated against questionnaire answers |
+| `consent` | `List<ConsentItem>` | Items the participant must agree to |
+| `interventions` | `List<Intervention>` | The treatment arms |
+| `observations` | `List<Observation>` | Data collection tasks that run throughout the study |
+| `schedule` | `StudySchedule` | Temporal structure of the trial |
+| `reportSpecification` | `ReportSpecification` | How results are visualized |
+| `collaboratorEmails` | `List<String>` | Co-researchers with edit access |
+| `registryPublished` | `bool` | Whether the study appears in the public registry |
+
+**Key constant:** `Study.baselineID = '__baseline'` is the sentinel ID used for the baseline phase. The baseline is not stored as a real `Intervention` row — it is synthesized on the client using this ID.
+
+**Computed properties:**
+
+- `hasEligibilityCheck` — `true` if both `eligibilityCriteria` and `questionnaire.questions` are non-empty
+- `studyLength` — total number of days, calculated from `schedule`
+- `isOwner(user)`, `isEditor(user)`, `canEdit(user)` — access-control helpers
+
+---
+
+## Intervention
+
+**Research meaning:** One arm of the study — a treatment, therapy, supplement, or behavior that the participant follows during a phase. A study with two interventions alternates between them. The "baseline" is a special arm with no active tasks, used to measure the participant's resting state.
+
+**In the codebase:** `Intervention` owns a list of `InterventionTask` instances. Currently the only concrete `InterventionTask` type is `CheckmarkTask`.
+
+**File:** `core/lib/src/models/interventions/intervention.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `id` | `String` | UUID |
+| `name` | `String?` | Display name (e.g., "Vitamin D 2000 IU") |
+| `description` | `String?` | Instructions shown to the participant |
+| `icon` | `String` | Icon identifier string |
+| `tasks` | `List<InterventionTask>` | Activities the participant performs during this phase |
+
+**The baseline intervention** is constructed dynamically in `StudySubject.selectedInterventions`:
+
+```dart
+Intervention(Study.baselineID, 'Baseline')
+  ..tasks = []
+  ..icon = 'rayStart';
+```
+
+It has an empty task list because the baseline phase collects data only through Observations (which run across all phases), not through phase-specific tasks.
+
+**`CheckmarkTask`** (`core/lib/src/models/interventions/tasks/checkmark_task.dart`) is the only built-in intervention task type. It records a simple boolean: did the participant complete this activity today? It stores a `Result<bool>` in `SubjectProgress`.
+
+---
+
+## Observation
+
+**Research meaning:** A measurement taken from the participant. Unlike intervention tasks (which only run during their assigned phase), observations run during **every phase including baseline**. This is intentional — you need baseline data and data from both treatment arms to make comparisons.
+
+**In the codebase:** `Observation` is an abstract class extending `Task`. The only concrete implementation is `QuestionnaireTask`.
+
+**File:** `core/lib/src/models/observations/observation.dart`
+
+`QuestionnaireTask` (`core/lib/src/models/observations/tasks/questionnaire_task.dart`) contains a `StudyUQuestionnaire` (a list of `Question` objects). When a participant completes a `QuestionnaireTask`, it produces a `Result<QuestionnaireState>` in `SubjectProgress`.
+
+The key behavioral difference between tasks and observations in `StudySubject.scheduleFor()`:
+
+```dart
+// Intervention tasks — only for the active intervention today
+for (final task in activeIntervention.tasks) { ... }
+
+// Observations — always included, regardless of which intervention is active
+for (final observation in study.observations) { ... }
+```
+
+---
+
+## Subject (StudySubject)
+
+**Research meaning:** A participant who has enrolled in a study. Their enrollment record tracks which interventions they are assigned to, when they started, and all of their task completion data.
+
+**In the codebase:** `StudySubject` maps to the `study_subject` table. It holds references to its parent `Study` and its list of `SubjectProgress` records. The subject's trial sequence is generated lazily via `interventionOrder`.
+
+**File:** `core/lib/src/models/tables/study_subject.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `id` | `String` | UUID |
+| `studyId` | `String` | Foreign key to `study` |
+| `userId` | `String` | Foreign key to the auth user |
+| `startedAt` | `DateTime?` | The date the participant began the trial (stored UTC) |
+| `selectedInterventionIds` | `List<String>` | The two intervention IDs assigned to this participant |
+| `inviteCode` | `String?` | Code used to join an invite-only study |
+| `isDeleted` | `bool` | Soft-delete flag |
+
+**Key methods:**
+
+| Method | Purpose |
+|---|---|
+| `getInterventionForDate(DateTime)` | Returns which `Intervention` is active on a given day |
+| `getDayOfStudyFor(DateTime)` | Returns how many days since `startedAt` |
+| `scheduleFor(DateTime)` | Returns all `TaskInstance` objects due on a given day (intervention tasks + observations) |
+| `completedTaskForDay(String taskId, DateTime)` | Returns `true` if the task was completed in any of its `CompletionPeriod` windows |
+| `interventionOrder` | The full ordered list of intervention IDs for the trial (generated by `StudySchedule`) |
+
+:::note
+`startedAt` is stored in UTC. When comparing dates, use the `differenceInDays` extension method rather than direct arithmetic to avoid timezone bugs.
+:::
+
+---
+
+## Questionnaire (StudyUQuestionnaire)
+
+**Research meaning:** A set of questions. In clinical research, questionnaires serve two purposes: screening (are you eligible?) and measurement (how are you feeling?). StudyU uses the same `StudyUQuestionnaire` class for both.
+
+**In the codebase:** `StudyUQuestionnaire` is a thin wrapper around `List<Question>`. It is used in two completely different contexts:
+
+1. **On `Study.questionnaire`** — shown to the participant during the eligibility check before enrollment. Answers are evaluated against `EligibilityCriterion` expressions.
+2. **Inside `QuestionnaireTask.questions`** — shown during the study as a daily observation task.
+
+**File:** `core/lib/src/models/questionnaire/questionnaire.dart`
+
+**Question types** (all extend `Question<V>`, parsed via `Question.fromJson`):
+
+| Type | Answer value | Use case |
+|---|---|---|
+| `BooleanQuestion` | `bool` | Yes/no questions |
+| `ChoiceQuestion` | `String` | Single or multiple choice |
+| `ScaleQuestion` | `num` | Numeric rating scale |
+| `AnnotatedScaleQuestion` | `num` | Scale with labels at each step |
+| `VisualAnalogueQuestion` | `double` | Continuous slider |
+| `FreeTextQuestion` | `String` | Open-ended text entry |
+| `ImageCapturingQuestion` | `String` | Photo upload (stored as blob path) |
+| `AudioRecordingQuestion` | `String` | Audio upload (stored as blob path) |
+| `FitbitQuestion` | varies | Pulls data from Fitbit API |
+| `PainQuestion` | varies | Body map pain locator |
+
+Questions support **conditional display** via `QuestionConditional`: a question can be hidden unless a previous question's answer meets a condition.
+
+---
+
+## Eligibility Criteria (EligibilityCriterion)
+
+**Research meaning:** Rules that determine whether a participant qualifies for a study. A study might require participants to be non-smokers, within a certain age range, or have a specific diagnosis. If a participant violates any criterion, they cannot enroll.
+
+**In the codebase:** Each `EligibilityCriterion` has a `condition: Expression` that is evaluated against the participant's `QuestionnaireState` (their answers to the eligibility questionnaire).
+
+**File:** `core/lib/src/models/eligibility/eligibility_criterion.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `id` | `String` | UUID |
+| `reason` | `String?` | Human-readable explanation (shown to participant if they fail) |
+| `condition` | `Expression` | The logical condition that must be `true` for the participant to qualify |
+
+**Methods:**
+- `isSatisfied(QuestionnaireState)` — returns `true` if the condition passes
+- `isViolated(QuestionnaireState)` — returns `true` if the condition explicitly fails (note: `null` means the answer has not been given yet, which is distinct from `false`)
+
+**Expression types** (all extend `Expression`, parsed via `Expression.fromJson`):
+
+| Type | File | Purpose |
+|---|---|---|
+| `BooleanExpression` | `types/boolean_expression.dart` | Tests a boolean answer |
+| `ChoiceExpression` | `types/choice_expression.dart` | Tests a choice answer against a specific value |
+| `NumericExpression` | `types/numeric_expression.dart` | Tests a numeric answer with a comparison operator |
+| `TextExpression` | `types/text_expression.dart` | Tests a text answer |
+| `NotExpression` | `types/not_expression.dart` | Logical NOT of another expression |
+| `CompositeExpression` | `types/composite_expression.dart` | AND/OR of a list of sub-expressions |
+
+`CompositeExpression` is the recursive building block. It has a `logicType` (`and` or `or`) and a `List<Expression>` that can itself contain further `CompositeExpression` instances, forming an arbitrary tree. An empty `CompositeExpression` evaluates to `true`.
+
+---
+
+## Consent (ConsentItem)
+
+**Research meaning:** Before a participant can enroll in a clinical study, they must give informed consent — they must confirm that they understand the study's purpose, risks, and their right to withdraw. Each `ConsentItem` is one statement they must explicitly agree to.
+
+**In the codebase:** `Study.consent` is a `List<ConsentItem>`. The app presents each item to the participant and requires them to check a box before proceeding to enrollment.
+
+**File:** `core/lib/src/models/consent/consent_item.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `id` | `String` | UUID |
+| `title` | `String?` | Short heading (e.g., "Data Storage") |
+| `description` | `String?` | Full explanation of what the participant is agreeing to |
+| `iconName` | `String` | Icon identifier, defaults to `'textBoxCheck'` |
+
+`Study.hasConsentCheck` returns `true` if `consent` is non-empty.
+
+---
+
+## Study Schedule (StudySchedule)
+
+**Research meaning:** The temporal blueprint of the trial. It defines how long each phase lasts, how many times the participant cycles through the interventions, whether there is a baseline period at the start, and in what order the interventions appear.
+
+**In the codebase:** `StudySchedule` is a value object embedded in `Study.schedule`. It is used both for display in the Designer and for generating the actual phase sequence for each `StudySubject`.
+
+**File:** `core/lib/src/models/study_schedule/study_schedule.dart`
+
+| Field | Type | Default | Description |
+|---|---|---|---|
+| `numberOfCycles` | `int` | `2` | How many times the intervention pair repeats |
+| `phaseDuration` | `int` | `7` | Number of days in each phase |
+| `includeBaseline` | `bool` | `true` | Whether a baseline phase precedes the interventions |
+| `sequence` | `PhaseSequence` | `alternating` | Order of interventions within each cycle |
+| `sequenceCustom` | `String` | `'ABAB'` | Custom sequence string, used only when `sequence == customized` |
+
+**`PhaseSequence` enum values:**
+
+| Value | Pattern | Description |
+|---|---|---|
+| `alternating` | A B A B ... | Interventions alternate every phase |
+| `counterBalanced` | A B B A ... | Order reverses each cycle to control for order effects |
+| `randomized` | varies | Order randomized per cycle (first cycle is always A B) |
+| `customized` | user-defined | Researcher provides a string like `'ABBA'` or `'AABB'` |
+
+**Key computed values:**
+- `length` — total days in the study (baseline + all cycles)
+- `numberOfPhases` — total number of phases including optional baseline
+- `generateInterventionIdsInOrder(List<String>)` — given the two selected intervention IDs, returns the full ordered sequence of intervention IDs the subject will follow
+
+:::note
+`StudySchedule.numberOfInterventions = 2` is a constant. The platform currently assumes exactly two intervention arms per study.
+:::
+
+---
+
+## Task
+
+**Research meaning:** Any activity a participant must perform on a study day. Tasks have a schedule (when they are available) and may fire reminders.
+
+**In the codebase:** `Task` is the abstract base class for everything a participant does. It is not serialized directly — you always work with a concrete subtype.
+
+**File:** `core/lib/src/models/tasks/task.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `id` | `String` | UUID |
+| `type` | `String` | Discriminator string used for JSON polymorphism |
+| `title` | `String?` | Display name shown to participant |
+| `header` | `String?` | Optional instructional text shown above the task |
+| `footer` | `String?` | Optional text shown below the task |
+| `schedule` | `Schedule` | When the task is available and when reminders fire |
+
+**`Schedule`** (`core/lib/src/models/tasks/schedule.dart`) contains:
+- `completionPeriods: List<CompletionPeriod>` — one or more time windows (e.g., 08:00–12:00 and 18:00–20:00) during which the task can be completed. A task with multiple `CompletionPeriod` entries requires completion in each window.
+- `reminders: List<StudyUTimeOfDay>` — times when the participant receives a push notification.
+
+**`CompletionPeriod`** has an `unlockTime` and `lockTime` (both `StudyUTimeOfDay`), plus an `id` UUID used to match a `SubjectProgress.result.periodId` back to the specific window.
+
+**Concrete subtypes:**
+
+```
+Task (abstract)
+├── InterventionTask (abstract) — phase-specific
+│   └── CheckmarkTask — records a bool (did participant do this?)
+└── Observation (abstract) — runs every phase
+    └── QuestionnaireTask — records a QuestionnaireState
+```
+
+---
+
+## SubjectProgress
+
+**Research meaning:** A single task completion event. Every time a participant completes a task, one record is written. The aggregate of all `SubjectProgress` records for a subject is the raw data used in analysis.
+
+**In the codebase:** `SubjectProgress` maps to the `subject_progress` table. Its primary key is `(completed_at, subject_id)`.
+
+**File:** `core/lib/src/models/tables/subject_progress.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `subjectId` | `String` | Foreign key to `study_subject` |
+| `interventionId` | `String` | Which intervention was active when this was completed |
+| `taskId` | `String` | Which task was completed |
+| `completedAt` | `DateTime?` | UTC timestamp of completion |
+| `resultType` | `String` | `'QuestionnaireState'` or `'bool'` — the discriminator |
+| `result` | `Result<T>` | The typed payload |
+
+**`Result<T>`** (`core/lib/src/models/results/result.dart`) is a generic wrapper with two concrete forms:
+- `Result<QuestionnaireState>` — produced by `QuestionnaireTask`. Contains the participant's answers keyed by question ID.
+- `Result<bool>` — produced by `CheckmarkTask`. Contains a single `true` value (the record existing implies the task was done).
+
+The `Result.periodId` field ties a completion back to the specific `CompletionPeriod` window it was completed in, enabling multi-period task tracking.
+
+:::note
+`completedAt` is stored in UTC. The code uses `isSameDate()` extension comparisons — be careful when doing date arithmetic directly.
+:::
+
+---
+
+## Report Specification (ReportSpecification)
+
+**Research meaning:** The configuration for how a study's results are presented to the researcher and participant. An N-of-1 trial's primary output is a comparison between phases — the report is how that comparison is communicated.
+
+**In the codebase:** `ReportSpecification` is embedded in `Study.reportSpecification`. It has one primary section and any number of secondary sections, each of a different statistical type.
+
+**File:** `core/lib/src/models/report/report_specification.dart`
+
+| Field | Type | Description |
+|---|---|---|
+| `primary` | `ReportSection?` | The headline analysis shown prominently |
+| `secondary` | `List<ReportSection>` | Additional analyses shown below |
+
+**`ReportSection` subtypes** (all extend `ReportSection`, each with `id`, `title`, `description`):
+
+| Type | File | What it shows |
+|---|---|---|
+| `AverageSection` | `sections/average_section.dart` | Mean value per intervention phase |
+| `DescriptiveStatsSection` | `sections/descriptive_stats_section.dart` | Min, max, mean, standard deviation |
+| `GaugeComparisonSection` | `sections/gauge_comparison_section.dart` | Side-by-side gauge comparing two phases |
+| `LinearRegressionSection` | `sections/linear_regression_section.dart` | Trend line over time |
+| `TextualSummarySection` | `sections/textual_summary_section.dart` | Researcher-authored text interpretation |
diff --git a/docs/06-development/02-domain-model/03-entity-relationships.mdx b/docs/06-development/02-domain-model/03-entity-relationships.mdx
new file mode 100644
index 00000000..04ac1ee5
--- /dev/null
+++ b/docs/06-development/02-domain-model/03-entity-relationships.mdx
@@ -0,0 +1,367 @@
+---
+sidebar_position: 3
+title: Entity Relationships
+description: ERD diagrams and class diagrams showing how StudyU entities connect
+---
+
+# Entity Relationships
+
+This page shows the relationships between all StudyU domain entities via diagrams. For field-by-field descriptions, see [Core Entities](./02-core-entities.mdx).
+
+## Entity Relationship Diagram
+
+The full domain model as an ERD. `Study` is the aggregate root — all other entities hang off it directly or indirectly.
+
+```mermaid
+erDiagram
+    Study {
+        string id PK
+        string userId
+        string title
+        StudyStatus status
+        Participation participation
+    }
+    Intervention {
+        string id PK
+        string name
+        string description
+        string icon
+    }
+    InterventionTask {
+        string id PK
+        string type
+        string title
+    }
+    Observation {
+        string id PK
+        string type
+        string title
+    }
+    StudyUQuestionnaire {
+        list questions
+    }
+    Question {
+        string id PK
+        string type
+        string prompt
+    }
+    StudySchedule {
+        int numberOfCycles
+        int phaseDuration
+        bool includeBaseline
+        PhaseSequence sequence
+        string sequenceCustom
+    }
+    EligibilityCriterion {
+        string id PK
+        string reason
+    }
+    Expression {
+        string type
+    }
+    ConsentItem {
+        string id PK
+        string title
+        string description
+        string iconName
+    }
+    StudySubject {
+        string id PK
+        string studyId FK
+        string userId
+        datetime startedAt
+        list selectedInterventionIds
+        string inviteCode
+    }
+    SubjectProgress {
+        string subjectId FK
+        string interventionId
+        string taskId
+        datetime completedAt
+        string resultType
+    }
+    Result {
+        string type
+        string periodId
+    }
+    ReportSpecification {
+        ReportSection primary
+        list secondary
+    }
+    ReportSection {
+        string id PK
+        string type
+        string title
+    }
+
+    Study ||--o{ Intervention : "interventions"
+    Study ||--o{ Observation : "observations"
+    Study ||--|| StudySchedule : "schedule"
+    Study ||--|| StudyUQuestionnaire : "eligibility questionnaire"
+    Study ||--o{ EligibilityCriterion : "eligibilityCriteria"
+    Study ||--o{ ConsentItem : "consent"
+    Study ||--|| ReportSpecification : "reportSpecification"
+    Study ||--o{ StudySubject : "participants"
+    Intervention ||--o{ InterventionTask : "tasks"
+    Observation ||--|| StudyUQuestionnaire : "questions"
+    StudyUQuestionnaire ||--o{ Question : "questions"
+    EligibilityCriterion ||--|| Expression : "condition"
+    ReportSpecification ||--o{ ReportSection : "secondary"
+    StudySubject ||--o{ SubjectProgress : "progress"
+    SubjectProgress ||--|| Result : "result"
+```
+
+## Task and Data Collection Model
+
+This class diagram shows the task type hierarchy and how task completions produce typed results.
+
+```mermaid
+classDiagram
+    class Task {
+        <<abstract>>
+        +String id
+        +String type
+        +String? title
+        +Schedule schedule
+        +extractPropertyResults()
+        +getAvailableProperties()
+    }
+
+    class Schedule {
+        +List~CompletionPeriod~ completionPeriods
+        +List~StudyUTimeOfDay~ reminders
+    }
+
+    class CompletionPeriod {
+        +String id
+        +StudyUTimeOfDay unlockTime
+        +StudyUTimeOfDay lockTime
+    }
+
+    class InterventionTask {
+        <<abstract>>
+    }
+
+    class CheckmarkTask {
+        +String taskType = "checkmark"
+    }
+
+    class Observation {
+        <<abstract>>
+    }
+
+    class QuestionnaireTask {
+        +String taskType = "questionnaire"
+        +StudyUQuestionnaire questions
+    }
+
+    class SubjectProgress {
+        +String subjectId
+        +String interventionId
+        +String taskId
+        +DateTime completedAt
+        +String resultType
+        +Result result
+    }
+
+    class Result~T~ {
+        +String type
+        +String? periodId
+        +T result
+    }
+
+    class QuestionnaireState {
+        +Map~String,Answer~ answers
+    }
+
+    Task <|-- InterventionTask
+    Task <|-- Observation
+    InterventionTask <|-- CheckmarkTask
+    Observation <|-- QuestionnaireTask
+    Task *-- Schedule
+    Schedule *-- CompletionPeriod
+    CheckmarkTask --> SubjectProgress : "produces\nResult<bool>"
+    QuestionnaireTask --> SubjectProgress : "produces\nResult<QuestionnaireState>"
+    SubjectProgress *-- Result
+    Result~QuestionnaireState~ *-- QuestionnaireState
+```
+
+## Eligibility Expression Tree
+
+The expression system is a recursive tree of conditions used for eligibility criteria and question conditionals.
+
+```mermaid
+classDiagram
+    class Expression {
+        <<abstract>>
+        +String? type
+        +evaluate(QuestionnaireState) bool?
+    }
+
+    class CompositeExpression {
+        +String type = "composite"
+        +LogicType logicType
+        +List~Expression~ expressions
+        +evaluate() bool?
+    }
+
+    class NotExpression {
+        +String type = "not"
+        +Expression expression
+        +evaluate() bool?
+    }
+
+    class BooleanExpression {
+        +String type = "boolean"
+        +String questionId
+        +bool value
+        +evaluate() bool?
+    }
+
+    class ChoiceExpression {
+        +String type = "choice"
+        +String questionId
+        +String choice
+        +evaluate() bool?
+    }
+
+    class NumericExpression {
+        +String type = "numeric"
+        +String questionId
+        +String comparator
+        +num value
+        +evaluate() bool?
+    }
+
+    class TextExpression {
+        +String type = "text"
+        +String questionId
+        +String text
+        +evaluate() bool?
+    }
+
+    class EligibilityCriterion {
+        +String id
+        +String? reason
+        +Expression condition
+        +isSatisfied(QuestionnaireState) bool
+        +isViolated(QuestionnaireState) bool
+    }
+
+    Expression <|-- CompositeExpression
+    Expression <|-- NotExpression
+    Expression <|-- BooleanExpression
+    Expression <|-- ChoiceExpression
+    Expression <|-- NumericExpression
+    Expression <|-- TextExpression
+    CompositeExpression o-- Expression : "sub-expressions\n(recursive)"
+    NotExpression o-- Expression : "negated expression"
+    EligibilityCriterion *-- Expression : "condition"
+```
+
+**Example expression tree** for the criterion "participant is a non-smoker AND is between 18 and 65 years old":
+
+```
+CompositeExpression (AND)
+├── BooleanExpression(questionId: "q_smoker", value: false)
+└── CompositeExpression (AND)
+    ├── NumericExpression(questionId: "q_age", comparator: ">=", value: 18)
+    └── NumericExpression(questionId: "q_age", comparator: "<=", value: 65)
+```
+
+An empty `CompositeExpression` evaluates to `true` (no conditions = always passes).
+
+## Database Table Relationships
+
+The database-level ERD showing how the Supabase tables map to each other:
+
+```mermaid
+erDiagram
+    study {
+        uuid id PK
+        uuid user_id FK
+        text title
+        text description
+        enum status "draft | running | closed"
+        enum participation "open | invite"
+        enum result_sharing "public | private | organization"
+        jsonb interventions
+        jsonb observations
+        jsonb schedule
+        jsonb questionnaire
+        jsonb eligibility_criteria
+        jsonb consent
+        jsonb report_specification
+        jsonb results
+        jsonb contact
+        text_arr collaborator_emails
+        bool registry_published
+        timestamp created_at
+        timestamp updated_at
+    }
+
+    study_subject {
+        uuid id PK
+        uuid study_id FK
+        uuid user_id FK
+        timestamp started_at
+        text_arr selected_intervention_ids
+        text invite_code
+        bool is_deleted
+    }
+
+    subject_progress {
+        uuid id PK
+        uuid study_id FK
+        uuid user_id FK
+        text taskId
+        jsonb result
+        timestamp taskInstanceUTC
+    }
+
+    study_invite {
+        text code PK
+        uuid study_id FK
+        text_arr preselected_intervention_ids
+    }
+
+    app_config {
+        text id PK
+        jsonb app_min_version
+        jsonb app_privacy
+        jsonb app_terms
+        jsonb designer_privacy
+        jsonb designer_terms
+        jsonb imprint
+        jsonb contact
+        jsonb analytics
+    }
+
+    users {
+        uuid id PK
+        text email
+        jsonb preferences
+    }
+
+    repo {
+        uuid id PK
+        uuid study_id FK
+        text url
+        enum git_provider "gitlab"
+    }
+
+    study_fitbit_credentials {
+        uuid study_id PK
+        text oauth_tokens
+    }
+
+    study ||--o{ study_subject : "participants"
+    study ||--o{ study_invite : "invite codes"
+    study ||--o| repo : "code repository"
+    study ||--o| study_fitbit_credentials : "fitbit config"
+    study_subject ||--o{ subject_progress : "task completions"
+```
+
+:::info
+Most study configuration (interventions, observations, schedule, eligibility criteria, consent, report) is stored as **JSONB columns** on the `study` table. Only participant data (`study_subject`, `subject_progress`) is normalized into separate tables.
+:::
diff --git a/docs/06-development/02-domain-model/04-concrete-example.mdx b/docs/06-development/02-domain-model/04-concrete-example.mdx
new file mode 100644
index 00000000..07fb35e0
--- /dev/null
+++ b/docs/06-development/02-domain-model/04-concrete-example.mdx
@@ -0,0 +1,126 @@
+---
+sidebar_position: 4
+title: Concrete Example
+description: A full walkthrough of the Vitamin D study showing how all entities fit together
+---
+
+# Concrete Example: Vitamin D and Sleep Quality
+
+This walkthrough uses a realistic study to show how all domain entities fit together in practice. Read [Core Entities](./02-core-entities.mdx) first if you haven't already.
+
+## The scenario
+
+Dr. Smith wants to test whether taking 2000 IU of Vitamin D daily improves sleep quality in adults who report poor sleep. She opens StudyU Designer and creates a new study.
+
+## Step 1 — Configuring the Study
+
+Dr. Smith creates a `Study` with:
+- `title`: "Vitamin D and Sleep Quality"
+- `status`: `draft`
+- `participation`: `invite` (she will recruit participants herself)
+
+## Step 2 — Defining interventions
+
+She adds two `Intervention` objects to `study.interventions`:
+
+- **Intervention A:** `name = "Vitamin D 2000 IU"`, with one `CheckmarkTask` titled "Take your Vitamin D supplement". The `CheckmarkTask` has a `Schedule` with a `CompletionPeriod` from 07:00 to 10:00 and a reminder at 08:00.
+- **Intervention B:** `name = "Placebo"`, with one `CheckmarkTask` titled "Take your placebo tablet". Same schedule.
+
+## Step 3 — Setting up observations
+
+She adds one `Observation` to `study.observations`: a `QuestionnaireTask` titled "Sleep Diary" containing two questions:
+- A `ScaleQuestion` (id: `q_sleep_quality`, prompt: "How would you rate your sleep quality last night? (1–10)")
+- A `BooleanQuestion` (id: `q_woke_up`, prompt: "Did you wake up during the night?")
+
+This `QuestionnaireTask` will appear in the participant's task list every morning throughout the entire study — baseline, Vitamin D phase, and placebo phase — because observations are not phase-specific.
+
+## Step 4 — Eligibility screening
+
+Dr. Smith wants only adults aged 18+ who self-report poor sleep. She adds two questions to `study.questionnaire`:
+- A `ScaleQuestion` (id: `q_sleep_baseline`, prompt: "On average, how would you rate your sleep quality? (1–10)")
+- A `BooleanQuestion` (id: `q_age_ok`, prompt: "Are you 18 years of age or older?")
+
+She then adds two `EligibilityCriterion` entries to `study.eligibilityCriteria`:
+- Criterion 1: `reason = "You must be 18 or older"`, `condition = BooleanExpression(questionId: "q_age_ok", value: true)`
+- Criterion 2: `reason = "This study is for people who experience poor sleep"`, `condition = NumericExpression(questionId: "q_sleep_baseline", comparator: "<=", value: 5)`
+
+## Step 5 — Consent
+
+She adds two `ConsentItem` entries to `study.consent`:
+- "Data Storage": explains that anonymized responses are stored on secure servers
+- "Right to Withdraw": explains the participant can leave at any time
+
+## Step 6 — Schedule
+
+She configures `study.schedule`:
+- `phaseDuration = 14` (two-week phases)
+- `numberOfCycles = 2` (two full A/B cycles)
+- `includeBaseline = true` (two weeks of baseline before interventions start)
+- `sequence = PhaseSequence.alternating`
+
+Total study length: 14 (baseline) + 14×4 (four phases) = **70 days**.
+
+## Step 7 — Publish and enroll
+
+Dr. Smith changes `status` to `running` and distributes invite codes. When participant Alex joins:
+
+1. Alex answers the eligibility questionnaire. The app evaluates each `EligibilityCriterion.condition` against Alex's `QuestionnaireState`. Both pass (`q_age_ok = true`, `q_sleep_baseline = 3`).
+2. Alex reviews and accepts both `ConsentItem` entries.
+3. A `StudySubject` is created:
+   - `userId = Alex`
+   - `studyId = study.id`
+   - `selectedInterventionIds = [interventionA.id, interventionB.id]`
+   - `startedAt = today`
+4. `interventionOrder` is computed: `['__baseline', 'A', 'B', 'A', 'B']`.
+
+## Step 8 — Daily data collection
+
+On **day 3** (still baseline), Alex opens the app. `StudySubject.scheduleFor(today)` is called:
+- `getInterventionForDate(today)` returns the baseline `Intervention` (empty task list).
+- The intervention task loop produces nothing (baseline has no tasks).
+- The observation loop adds the "Sleep Diary" `QuestionnaireTask`.
+
+Alex completes the Sleep Diary. A `SubjectProgress` record is written:
+- `subjectId = Alex's subject id`
+- `interventionId = '__baseline'`
+- `taskId = sleepDiaryTask.id`
+- `completedAt = now (UTC)`
+- `resultType = 'QuestionnaireState'`
+- `result = Result<QuestionnaireState>` containing `{q_sleep_quality: 4, q_woke_up: true}`
+
+On **day 20** (first Vitamin D phase), the same `scheduleFor` call now returns both the "Take your Vitamin D supplement" `CheckmarkTask` and the "Sleep Diary" `QuestionnaireTask`. Two separate `SubjectProgress` records are written when Alex completes them.
+
+## Step 9 — Results
+
+After 70 days, Dr. Smith closes the study. She views the report, which uses `ReportSpecification` sections to compare Alex's average `q_sleep_quality` score during Vitamin D phases versus placebo phases. Because this is an N-of-1 trial, the comparison is meaningful for Alex specifically — it tells Dr. Smith whether Vitamin D helped *this person*, independent of what it does for the population average.
+
+## How the data maps to code
+
+```mermaid
+flowchart LR
+    subgraph "Study protocol (study table — JSONB)"
+        S[Study]
+        IA[Intervention A\nVitamin D]
+        IB[Intervention B\nPlacebo]
+        OBS[Observation\nSleep Diary]
+        SCHED[Schedule\n14d phases, 2 cycles]
+    end
+
+    subgraph "Participant data (separate tables)"
+        SUBJ[StudySubject\nAlex]
+        P1[SubjectProgress\nday 3, baseline,\nSleep Diary answers]
+        P2[SubjectProgress\nday 20, Vitamin D,\nCheckmark done]
+        P3[SubjectProgress\nday 20, Vitamin D,\nSleep Diary answers]
+    end
+
+    S --> IA
+    S --> IB
+    S --> OBS
+    S --> SCHED
+    S --> SUBJ
+    SUBJ --> P1
+    SUBJ --> P2
+    SUBJ --> P3
+```
+
+The key insight is that the study protocol lives in a single JSONB-heavy `study` row, while participant activity is normalized into `study_subject` and `subject_progress` rows. This design keeps the protocol immutable during the study while allowing participant data to accumulate over time.
diff --git a/docs/06-development/02-domain-model/_category_.json b/docs/06-development/02-domain-model/_category_.json
new file mode 100644
index 00000000..ab379787
--- /dev/null
+++ b/docs/06-development/02-domain-model/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "Domain Model",
+  "position": 2,
+  "description": "Clinical research concepts and how they map to code"
+}
diff --git a/docs/06-development/03-architecture/01-system-overview.mdx b/docs/06-development/03-architecture/01-system-overview.mdx
new file mode 100644
index 00000000..9c3d80ff
--- /dev/null
+++ b/docs/06-development/03-architecture/01-system-overview.mdx
@@ -0,0 +1,140 @@
+---
+sidebar_position: 1
+title: System Overview
+description: High-level architecture and technology stack for the StudyU platform
+---
+
+# System Overview
+
+StudyU is a platform for running N-of-1 clinical trials digitally. The system consists of two Flutter applications sharing a common core library, backed by Supabase (PostgreSQL + Auth + Storage).
+
+## System diagram
+
+```mermaid
+graph TB
+    subgraph "Client Layer"
+        APP["<b>StudyU App</b><br/>Flutter (iOS, Android, Web)<br/>For participants"]
+        DESIGNER["<b>StudyU Designer</b><br/>Flutter Web<br/>For researchers"]
+    end
+
+    subgraph "Shared Code"
+        CORE["<b>studyu_core</b><br/>Domain models, serialization,<br/>Supabase ORM utilities"]
+        COMMON["<b>studyu_flutter_common</b><br/>Shared Flutter widgets,<br/>localization, secure storage"]
+    end
+
+    subgraph "Backend (Supabase)"
+        AUTH["Auth (GoTrue)<br/>Email/password"]
+        DB["PostgreSQL<br/>RLS-protected tables"]
+        STORAGE["Storage<br/>Blob bucket: observations"]
+        EDGE["Edge Functions<br/>(minimal usage)"]
+    end
+
+    APP --> COMMON
+    APP --> CORE
+    DESIGNER --> COMMON
+    DESIGNER --> CORE
+    COMMON --> CORE
+
+    APP -->|"supabase_flutter SDK"| AUTH
+    APP -->|"REST API (PostgREST)"| DB
+    APP -->|"File uploads"| STORAGE
+
+    DESIGNER -->|"supabase_flutter SDK"| AUTH
+    DESIGNER -->|"REST API (PostgREST)"| DB
+
+    style APP fill:#4FC3F7,color:#000
+    style DESIGNER fill:#81C784,color:#000
+    style CORE fill:#FFB74D,color:#000
+    style COMMON fill:#FFB74D,color:#000
+    style AUTH fill:#CE93D8,color:#000
+    style DB fill:#CE93D8,color:#000
+    style STORAGE fill:#CE93D8,color:#000
+    style EDGE fill:#CE93D8,color:#000
+```
+
+## Key architectural decisions
+
+| Decision | Choice | Rationale |
+|---|---|---|
+| Monorepo | Melos-managed workspace | Shared models and utilities across two apps |
+| Backend | Supabase (hosted PostgreSQL) | Auth, RLS, real-time, and storage out of the box |
+| State management (App) | Provider | Lightweight, sufficient for mobile-first participant flows |
+| State management (Designer) | Riverpod | Complex form workflows and async data management |
+| Serialization | json_serializable (code gen) | Compile-time safety for 30+ model classes |
+| Offline strategy | Exception-based fallback + cache sync | Pragmatic for clinical data entry in low-connectivity scenarios |
+
+## Technology stack
+
+```mermaid
+graph TB
+    subgraph "Frontend"
+        FLUTTER["Flutter / Dart 3.8+"]
+        PROVIDER["Provider (App)"]
+        RIVERPOD["Riverpod (Designer)"]
+        GOROUTER["GoRouter (Designer)"]
+        NAV1["Navigator 1.0 (App)"]
+        JSON_SER["json_serializable"]
+        REACTIVE["reactive_forms (Designer)"]
+    end
+
+    subgraph "Shared Libraries"
+        CORE_PKG["studyu_core<br/>Models, API, utilities"]
+        COMMON_PKG["studyu_flutter_common<br/>Storage, localization"]
+        SUPA_FL["supabase_flutter<br/>Client SDK"]
+    end
+
+    subgraph "Backend"
+        SUPA["Supabase"]
+        PG["PostgreSQL 15"]
+        GOTRUE2["GoTrue (Auth)"]
+        POSTGREST["PostgREST (API)"]
+        STORAGE2["Storage (Blobs)"]
+    end
+
+    subgraph "Tooling"
+        MELOS["Melos (monorepo)"]
+        BUILD_RUNNER["build_runner (code gen)"]
+        SENTRY["Sentry (error tracking)"]
+    end
+
+    FLUTTER --> PROVIDER
+    FLUTTER --> RIVERPOD
+    FLUTTER --> GOROUTER
+    FLUTTER --> NAV1
+    FLUTTER --> JSON_SER
+    FLUTTER --> REACTIVE
+
+    PROVIDER --> CORE_PKG
+    RIVERPOD --> CORE_PKG
+    CORE_PKG --> SUPA_FL
+    COMMON_PKG --> SUPA_FL
+    SUPA_FL --> SUPA
+
+    SUPA --> PG
+    SUPA --> GOTRUE2
+    SUPA --> POSTGREST
+    SUPA --> STORAGE2
+
+    MELOS --> FLUTTER
+    BUILD_RUNNER --> JSON_SER
+
+    style FLUTTER fill:#4FC3F7,color:#000
+    style SUPA fill:#CE93D8,color:#000
+    style PG fill:#CE93D8,color:#000
+    style CORE_PKG fill:#FFB74D,color:#000
+    style COMMON_PKG fill:#FFB74D,color:#000
+```
+
+## The two apps compared
+
+| Aspect | App (Participants) | Designer (Researchers) |
+|---|---|---|
+| **State management** | Provider (`ChangeNotifier`) | Riverpod (`flutter_riverpod` + `riverpod_generator`) |
+| **Routing** | Navigator 1.0 (`onGenerateRoute`) | GoRouter v17 (declarative, route guards) |
+| **Target platforms** | iOS, Android, Web | Web only |
+| **Form handling** | Standard Flutter forms | `reactive_forms` |
+| **Layout** | Single-column, mobile-first | Responsive two-column |
+| **API pattern** | Direct `SupabaseQuery` calls | Repository pattern with `StudyUApiClient` |
+| **Code generation** | `json_serializable` | `json_serializable` + `riverpod_generator` |
+
+Continue to [Monorepo Structure](./02-monorepo-structure.mdx) for the package dependency graph and Melos scripts.
diff --git a/docs/06-development/03-architecture/02-monorepo-structure.mdx b/docs/06-development/03-architecture/02-monorepo-structure.mdx
new file mode 100644
index 00000000..769f5281
--- /dev/null
+++ b/docs/06-development/03-architecture/02-monorepo-structure.mdx
@@ -0,0 +1,171 @@
+---
+sidebar_position: 2
+title: Monorepo Structure
+description: Package layout, dependency hierarchy, and Melos scripts
+---
+
+# Monorepo Structure
+
+StudyU uses [Melos](https://melos.invertase.dev/) to manage a Dart/Flutter monorepo. The four packages have a strict dependency hierarchy.
+
+## Package dependency graph
+
+```mermaid
+graph TD
+    APP["<b>app/</b><br/>studyu_app v2.12.3<br/>Participant mobile app"]
+    DESIGNER["<b>designer_v2/</b><br/>studyu_designer_v2 v1.15.3<br/>Researcher web app"]
+    COMMON["<b>flutter_common/</b><br/>studyu_flutter_common v1.10.1<br/>Shared Flutter utilities"]
+    CORE["<b>core/</b><br/>studyu_core v4.7.1<br/>Domain models & API"]
+    DB["<b>database/</b><br/>SQL migrations"]
+    SUPA["<b>supabase/</b><br/>Config, seeds, local dev"]
+
+    APP --> COMMON
+    APP --> CORE
+    DESIGNER --> COMMON
+    DESIGNER --> CORE
+    COMMON --> CORE
+
+    DB -.->|"schema for"| CORE
+    SUPA -.->|"local dev for"| DB
+
+    style APP fill:#4FC3F7,color:#000
+    style DESIGNER fill:#81C784,color:#000
+    style COMMON fill:#FFB74D,color:#000
+    style CORE fill:#FFB74D,color:#000
+    style DB fill:#E0E0E0,color:#000
+    style SUPA fill:#E0E0E0,color:#000
+```
+
+## Package responsibilities
+
+| Package | Directory | Purpose |
+|---|---|---|
+| `studyu_core` | `core/` | Domain models (`Study`, `Intervention`, `SubjectProgress`, etc.), JSON serialization, Supabase ORM base classes (`SupabaseObject`, `SupabaseQuery`), CSV export, Fitbit integration |
+| `studyu_flutter_common` | `flutter_common/` | Secure storage wrapper, environment loader (`.env` files), `AppLanguage` ChangeNotifier, Supabase initialization with URL failover |
+| `studyu_app` | `app/` | Participant-facing app: study browsing, enrollment, daily task completion, offline caching, result reports |
+| `studyu_designer_v2` | `designer_v2/` | Researcher-facing web app: study design forms, participant monitoring, recruitment, data analysis and export |
+
+## Directory layout
+
+```
+studyu/
+├── app/                               # studyu_app — participant app
+├── core/                              # studyu_core — domain models
+├── database/
+│   └── migration/                     # 16 SQL migration files
+├── designer_v2/                       # studyu_designer_v2 — researcher app
+├── flutter_common/                    # studyu_flutter_common — shared Flutter code
+│   └── lib/envs/                      # .env files for all environments
+├── supabase/
+│   ├── config.toml                    # Supabase local dev config
+│   ├── seed.sql                       # Test data seeding
+│   └── functions/                     # Edge functions (minimal)
+├── melos.yaml                         # Monorepo scripts
+└── pubspec.yaml                       # Root dev dependencies (lint config)
+```
+
+## Melos scripts
+
+All scripts are defined in `melos.yaml` and run from the repo root with `melos run <script>` or `melos <shortcut>`.
+
+**Run commands:**
+
+```bash
+melos app                    # Run participant app on web (port 8080)
+melos designer_v2            # Run designer app on web (port 8081)
+```
+
+**Build commands:**
+
+```bash
+melos build:web:app          # Production web build for app
+melos build:web:designer_v2  # Production web build for designer
+```
+
+**Development commands:**
+
+```bash
+melos run generate           # Run build_runner for code generation
+melos run qualitycheck       # Format + generate + analyze (run before PRs)
+melos run test               # Run flutter test in all packages with tests
+melos format                 # Format all Dart files
+melos run fix                # Apply auto-fixable lint errors
+melos run reset              # Full clean reset: git clean + melos clean + flutter clean + bootstrap
+melos run outdated           # List outdated dependencies
+melos run upgrade            # Upgrade all dependencies
+```
+
+**Environment-specific run commands:**
+
+```bash
+melos run local:app          # App against local Supabase (port 8080)
+melos run local:designer_v2  # Designer against local Supabase (port 8081)
+melos run dev:app            # App against dev database (port 8080)
+melos run dev:designer_v2    # Designer against dev database (port 8081)
+```
+
+## App directory structure
+
+### StudyU App — screen-based
+
+```
+app/lib/
+├── main.dart                          # Entry point
+├── routes.dart                        # Route definitions
+├── models/
+│   └── app_state.dart                 # Core state (ChangeNotifier)
+├── screens/
+│   ├── app_onboarding/                # Welcome, loading, error, outdated
+│   │   ├── loading_screen.dart        # Entry + offline sync logic
+│   │   └── welcome.dart
+│   └── study/
+│       ├── onboarding/                # Enrollment flow
+│       │   ├── study_selection.dart
+│       │   ├── study_overview.dart
+│       │   ├── intervention_selection.dart
+│       │   ├── consent.dart
+│       │   └── kickoff.dart
+│       ├── dashboard/                 # Main participant view
+│       │   ├── dashboard.dart
+│       │   └── settings.dart
+│       ├── tasks/                     # Task completion screens
+│       └── report/                    # Result visualizations
+├── util/
+│   ├── cache.dart                     # Offline cache management
+│   ├── study_subject_extension.dart   # Offline result submission
+│   └── temporary_storage_handler.dart # Multimodal file staging
+└── widgets/                           # Reusable UI components
+    ├── questionnaire/                 # Question type widgets
+    └── report/                        # Chart widgets
+```
+
+### StudyU Designer — feature-based
+
+```
+designer_v2/lib/
+├── main.dart                          # Entry point
+├── routing/
+│   ├── router.dart                    # GoRouter with auth guard
+│   └── router_config.dart             # Route definitions
+├── repositories/
+│   ├── auth_repository.dart           # Auth state (RxDart BehaviorSubject)
+│   ├── api_client.dart                # StudyUApiClient
+│   └── supabase_client.dart           # Client initialization
+├── features/
+│   ├── auth/                          # Login, signup, password recovery
+│   ├── dashboard/                     # Studies list with filters
+│   ├── design/
+│   │   ├── info/                      # Study metadata form
+│   │   ├── enrollment/                # Consent & screener config
+│   │   ├── interventions/             # Intervention builder
+│   │   ├── measurements/              # Observation/survey builder
+│   │   └── reports/                   # Report config
+│   ├── monitor/                       # Participant tracking
+│   ├── recruit/                       # Invite code management
+│   ├── analyze/                       # Data export & analysis
+│   └── study/                         # Study settings & details
+└── common_views/                      # Shared layout components
+    ├── form_scaffold.dart
+    ├── layout_two_column.dart
+    └── async_value_widget.dart
+```
diff --git a/docs/06-development/03-architecture/03-frontend-architecture.mdx b/docs/06-development/03-architecture/03-frontend-architecture.mdx
new file mode 100644
index 00000000..d5fb3d53
--- /dev/null
+++ b/docs/06-development/03-architecture/03-frontend-architecture.mdx
@@ -0,0 +1,277 @@
+---
+sidebar_position: 3
+title: Frontend Architecture
+description: State management, routing, and data layer for the App and Designer
+---
+
+# Frontend Architecture
+
+The two Flutter apps serve fundamentally different users and use different architectural patterns optimized for their use cases.
+
+## Two apps, one core
+
+```mermaid
+graph LR
+    subgraph "StudyU App (Participants)"
+        direction TB
+        A1["Provider + ChangeNotifier"]
+        A2["Navigator 1.0"]
+        A3["Mobile-first UI"]
+        A4["Offline-capable"]
+    end
+
+    subgraph "StudyU Designer (Researchers)"
+        direction TB
+        D1["Riverpod + Code Gen"]
+        D2["GoRouter v17"]
+        D3["Two-column web layout"]
+        D4["Complex form workflows"]
+    end
+
+    subgraph "Shared"
+        direction TB
+        S1["studyu_core models"]
+        S2["studyu_flutter_common"]
+        S3["supabase_flutter SDK"]
+    end
+
+    A1 --> S1
+    D1 --> S1
+    A4 --> S2
+    D4 --> S2
+
+    style A1 fill:#4FC3F7,color:#000
+    style A2 fill:#4FC3F7,color:#000
+    style A3 fill:#4FC3F7,color:#000
+    style A4 fill:#4FC3F7,color:#000
+    style D1 fill:#81C784,color:#000
+    style D2 fill:#81C784,color:#000
+    style D3 fill:#81C784,color:#000
+    style D4 fill:#81C784,color:#000
+```
+
+| Aspect | App (Participants) | Designer (Researchers) |
+|---|---|---|
+| **State management** | Provider (`ChangeNotifier`) | Riverpod (`flutter_riverpod` + `riverpod_generator`) |
+| **Routing** | Navigator 1.0 (`onGenerateRoute`) | GoRouter v17 (declarative, route guards) |
+| **Target platforms** | iOS, Android, Web | Web only |
+| **Form handling** | Standard Flutter forms | `reactive_forms` |
+| **Layout** | Single-column, mobile-first | Responsive two-column |
+| **API pattern** | Direct `SupabaseQuery` calls | Repository pattern with `StudyUApiClient` |
+| **Code generation** | `json_serializable` | `json_serializable` + `riverpod_generator` |
+
+---
+
+## State Management
+
+### StudyU App — Provider
+
+The participant app uses [Provider](https://pub.dev/packages/provider) with `ChangeNotifier` classes. Two providers are configured at the app root.
+
+**Entry point:** `app/lib/main.dart`
+
+```dart
+// Simplified from main.dart
+MultiProvider(
+  providers: [
+    ChangeNotifierProvider<AppLanguage>(create: (_) => AppLanguage()),
+    ChangeNotifierProvider<AppState>(create: (_) => AppState()),
+  ],
+  child: MyApp(),
+)
+```
+
+- **`AppLanguage`** (`flutter_common/lib/src/utils/app_language.dart`) — manages the application locale. Persists language preference to `FlutterSecureStorage`.
+- **`AppState`** (`app/lib/models/app_state.dart`) — the core state container. Holds the active `StudySubject`, selected study, active interventions, and preview mode flag. Screens access state via `Consumer<AppState>` or `context.read<AppState>()`.
+
+This is a lightweight approach — the participant app's state is essentially one object (`AppState`) that tracks which study the user is in and their current progress.
+
+### StudyU Designer — Riverpod
+
+The designer app uses [Riverpod](https://riverpod.dev/) with code generation for more complex state management needs.
+
+**Entry point:** `designer_v2/lib/main.dart`
+
+```dart
+// Simplified from main.dart
+ProviderScope(
+  child: App(),
+)
+```
+
+Key providers (defined in `designer_v2/lib/repositories/`):
+
+| Provider | Purpose |
+|---|---|
+| `supabaseClientProvider` | Singleton Supabase client instance |
+| `authRepositoryProvider` | Authentication state (login, signup, session) |
+| `apiClientProvider` | `StudyUApiClient` for all database operations |
+| `studyRepositoryProvider` | Study CRUD with caching and optimistic updates |
+| `routerProvider` | GoRouter instance with auth-aware redirects |
+
+The designer uses Riverpod because its study design workflow involves deeply nested forms (interventions, observations, schedules, eligibility criteria), where fine-grained reactivity and async state management are essential. Form controllers extend Riverpod's `ConsumerStatefulWidget` pattern.
+
+---
+
+## Routing & Navigation
+
+### StudyU App — Navigator 1.0
+
+The participant app uses Flutter's classic imperative navigation with named routes.
+
+**Route definitions:** `app/lib/routes.dart`
+
+```mermaid
+flowchart TD
+    LOAD["/loading<br/>LoadingScreen"] --> WELCOME["/welcome<br/>WelcomeScreen"]
+    WELCOME --> SELECT["/studySelection<br/>StudySelectionScreen"]
+    SELECT --> OVERVIEW["/studyOverview<br/>StudyOverviewScreen"]
+    OVERVIEW --> CONSENT["/consent<br/>ConsentScreen"]
+    CONSENT --> INTERVENTION["/interventionSelection<br/>InterventionSelectionScreen"]
+    INTERVENTION --> JOURNEY["/journey<br/>JourneyOverviewScreen"]
+    JOURNEY --> KICKOFF["/kickoff<br/>KickoffScreen"]
+    KICKOFF --> DASH["/dashboard<br/>DashboardScreen"]
+    DASH --> TASK["Task completion<br/>(various)"]
+    DASH --> REPORT["/reportDetails<br/>ReportDetailsScreen"]
+    DASH --> SETTINGS["/settings<br/>Settings"]
+
+    LOAD -->|"Returning user<br/>(cached subject)"| DASH
+
+    style LOAD fill:#FFF9C4,color:#000
+    style DASH fill:#C8E6C9,color:#000
+```
+
+Navigation is imperative — screens call `Navigator.pushNamedAndRemoveUntil()` or `Navigator.pushReplacementNamed()` to navigate. URL query parameters are supported for web (e.g., `?studyId=xxx&preview=true`).
+
+### StudyU Designer — GoRouter
+
+The designer app uses [GoRouter](https://pub.dev/packages/go_router) for declarative, URL-driven navigation with auth guards.
+
+**Router config:** `designer_v2/lib/routing/router.dart` and `designer_v2/lib/routing/router_config.dart`
+
+```mermaid
+flowchart TD
+    SPLASH["/splash"] --> AUTH_CHECK{"Authenticated?"}
+    AUTH_CHECK -->|No| LOGIN["/login"]
+    AUTH_CHECK -->|Yes| DASHBOARD["/studies<br/>Dashboard"]
+
+    LOGIN --> SIGNUP["/signup"]
+    LOGIN --> RECOVER["/recover-password"]
+    LOGIN -->|"Success"| DASHBOARD
+
+    DASHBOARD --> STUDY["/studies/:studyId"]
+
+    STUDY --> DESIGN["/design<br/>Study Design"]
+    STUDY --> MONITOR["/monitor<br/>Participant Monitoring"]
+    STUDY --> RECRUIT["/recruit<br/>Recruitment"]
+    STUDY --> ANALYZE["/analyze<br/>Data Analysis"]
+
+    DESIGN --> INFO["Info tab"]
+    DESIGN --> ENROLLMENT["Enrollment tab"]
+    DESIGN --> INTERVENTIONS["Interventions tab"]
+    DESIGN --> MEASUREMENTS["Measurements tab"]
+    DESIGN --> REPORTS["Reports tab"]
+
+    style SPLASH fill:#FFF9C4,color:#000
+    style DASHBOARD fill:#C8E6C9,color:#000
+    style DESIGN fill:#BBDEFB,color:#000
+```
+
+The router includes an **auth redirect guard** that:
+1. Redirects unauthenticated users to `/login`
+2. Preserves the intended destination via a `from` query parameter
+3. Handles password recovery deep links
+4. Redirects authenticated users away from login/signup pages
+
+---
+
+## Data Layer & API Communication
+
+Both apps communicate with Supabase through a layered data architecture, but the layers differ in complexity.
+
+```mermaid
+graph TB
+    subgraph "StudyU App (simpler)"
+        A_UI["Screens / Widgets"]
+        A_STATE["AppState (Provider)"]
+        A_QUERY["SupabaseQuery<br/>(static utility)"]
+    end
+
+    subgraph "StudyU Designer (richer)"
+        D_UI["Pages / Features"]
+        D_PROVIDERS["Riverpod Providers"]
+        D_REPO["Repositories<br/>(StudyRepository, AuthRepository)"]
+        D_API["StudyUApiClient<br/>(implements StudyUApi)"]
+    end
+
+    subgraph "Shared (studyu_core)"
+        SUPA_OBJ["SupabaseObject<br/>SupabaseObjectFunctions"]
+        SUPA_QUERY["SupabaseQuery<br/>(CRUD operations)"]
+    end
+
+    subgraph "Supabase"
+        REST["PostgREST API"]
+        GOTRUE["GoTrue Auth"]
+    end
+
+    A_UI --> A_STATE
+    A_STATE --> A_QUERY
+    A_QUERY --> SUPA_OBJ
+    A_QUERY --> REST
+
+    D_UI --> D_PROVIDERS
+    D_PROVIDERS --> D_REPO
+    D_REPO --> D_API
+    D_API --> SUPA_QUERY
+    SUPA_QUERY --> SUPA_OBJ
+    D_API --> REST
+    D_REPO --> GOTRUE
+
+    style SUPA_OBJ fill:#FFB74D,color:#000
+    style SUPA_QUERY fill:#FFB74D,color:#000
+```
+
+### Core ORM: SupabaseObject
+
+All database entities in `studyu_core` extend `SupabaseObjectFunctions<T>`, which provides:
+
+- `toJson()` — serialize to JSON for database writes
+- `fromJson()` (factory) — deserialize from JSON
+- `tableName` — static constant mapping to the Supabase table name
+- `primaryKeys` — map of primary key columns
+
+**File:** `core/lib/src/util/supabase_object.dart`
+
+`SupabaseQuery` provides static CRUD methods:
+
+```dart
+// Core query operations (simplified)
+SupabaseQuery.getAll<T extends SupabaseObject>()
+SupabaseQuery.getById<T extends SupabaseObject>(id)
+SupabaseQuery.getByColumn<T extends SupabaseObject>(column, value)
+// Writes use upsert by default
+object.save()    // Insert or update
+object.delete()  // Delete by primary key
+```
+
+### Designer API Client
+
+The designer wraps these primitives in a domain-specific API client.
+
+**File:** `designer_v2/lib/repositories/api_client.dart`
+
+```dart
+// Key StudyUApiClient methods (simplified)
+Future<Study> saveStudy(Study study)
+Future<Study> fetchStudy(StudyID studyId)
+Future<List<Study>> getUserStudies({withParticipantActivity, forDashboard})
+Future<void> deleteStudy(Study study)
+Future<StudyInvite> fetchStudyInvite(String code)
+Future<Study> fetchStudyFromInvite(String code)  // RPC call
+Future<List<StudySubject>> deleteParticipants(Study, List<StudySubject>)
+Future<AppConfig> fetchAppConfig()
+Future<StudyUUser> fetchUser(String userId)
+Future<StudyUUser> saveUser(StudyUUser user)
+```
+
+Error handling uses custom exception types (`StudyNotFoundException`, `UserNotFoundException`, etc.) that wrap Supabase's `PostgrestException`.
diff --git a/docs/06-development/03-architecture/04-backend-supabase.mdx b/docs/06-development/03-architecture/04-backend-supabase.mdx
new file mode 100644
index 00000000..50008f7d
--- /dev/null
+++ b/docs/06-development/03-architecture/04-backend-supabase.mdx
@@ -0,0 +1,270 @@
+---
+sidebar_position: 4
+title: Backend — Supabase
+description: Authentication, database schema, RLS policies, storage, and edge functions
+---
+
+# Backend — Supabase
+
+StudyU uses [Supabase](https://supabase.com/) as its backend, which provides PostgreSQL with Row Level Security, GoTrue authentication, file storage, and auto-generated REST APIs via PostgREST.
+
+## Authentication Flow
+
+**Supported method:** Email/password only (no OAuth or magic link).
+
+```mermaid
+sequenceDiagram
+    participant User
+    participant FlutterApp as Flutter App
+    participant SecureStore as FlutterSecureStorage
+    participant GoTrue as Supabase GoTrue
+    participant DB as PostgreSQL
+
+    Note over User,DB: First-time signup
+    User->>FlutterApp: Enter email + password
+    FlutterApp->>GoTrue: signUp(email, password)
+    GoTrue-->>FlutterApp: Session (JWT + refresh token)
+    FlutterApp->>SecureStore: Persist session
+
+    Note over User,DB: Returning user (app launch)
+    FlutterApp->>SecureStore: Load persisted session
+    SecureStore-->>FlutterApp: Stored session
+    FlutterApp->>GoTrue: Restore session / refresh token
+    GoTrue-->>FlutterApp: New JWT
+    FlutterApp->>DB: Authenticated API calls (JWT in header)
+
+    Note over User,DB: Participant app (anonymous-style)
+    FlutterApp->>FlutterApp: Generate fake email + password
+    FlutterApp->>SecureStore: Store credentials
+    FlutterApp->>GoTrue: signUp(fakeEmail, fakePassword)
+    GoTrue-->>FlutterApp: Session
+```
+
+**Key implementation details:**
+
+- **Session persistence:** Uses `FlutterSecureStorage` (encrypted device storage) via a custom `SupabaseStorage` class. The session is serialized to JSON and stored under the key `supabasePersistSessionKey`. Access is synchronized via a `Lock` to prevent race conditions.
+  - File: `flutter_common/lib/src/utils/storage.dart`
+
+- **Auth repository (Designer):** Wraps Supabase auth in a reactive stream using RxDart's `BehaviorSubject<User?>`. The designer listens to auth state changes for route guards and UI updates.
+  - File: `designer_v2/lib/repositories/auth_repository.dart`
+
+- **Participant auth (App):** Participants are authenticated with auto-generated fake email/password credentials stored in `FlutterSecureStorage`. This provides a Supabase user identity for RLS without requiring participants to create real accounts.
+  - File: `flutter_common/lib/src/utils/user.dart`
+
+- **JWT expiry:** Configured at 3600 seconds (1 hour) with automatic refresh token rotation.
+
+---
+
+## Database Schema
+
+The database has 8 primary tables. Most study configuration is stored as JSONB columns on the `study` table (interventions, observations, schedule, etc.), while participant data is normalized into separate tables.
+
+```mermaid
+erDiagram
+    study {
+        uuid id PK
+        uuid user_id FK
+        text title
+        text description
+        enum status "draft | running | closed"
+        enum participation "open | invite"
+        enum result_sharing "public | private | organization"
+        jsonb interventions
+        jsonb observations
+        jsonb schedule
+        jsonb questionnaire
+        jsonb eligibility_criteria
+        jsonb consent
+        jsonb report_specification
+        jsonb results
+        jsonb contact
+        text_arr collaborator_emails
+        bool registry_published
+        timestamp created_at
+        timestamp updated_at
+    }
+
+    study_subject {
+        uuid id PK
+        uuid study_id FK
+        uuid user_id FK
+        timestamp started_at
+        text_arr selected_intervention_ids
+        text invite_code
+        bool is_deleted
+    }
+
+    subject_progress {
+        uuid id PK
+        uuid study_id FK
+        uuid user_id FK
+        text taskId
+        jsonb result
+        timestamp taskInstanceUTC
+    }
+
+    study_invite {
+        text code PK
+        uuid study_id FK
+        text_arr preselected_intervention_ids
+    }
+
+    app_config {
+        text id PK
+        jsonb app_min_version
+        jsonb app_privacy
+        jsonb app_terms
+        jsonb designer_privacy
+        jsonb designer_terms
+        jsonb imprint
+        jsonb contact
+        jsonb analytics
+    }
+
+    users {
+        uuid id PK
+        text email
+        jsonb preferences
+    }
+
+    repo {
+        uuid id PK
+        uuid study_id FK
+        text url
+        enum git_provider "gitlab"
+    }
+
+    study_fitbit_credentials {
+        uuid study_id PK
+        text oauth_tokens
+    }
+
+    study ||--o{ study_subject : "participants"
+    study ||--o{ study_invite : "invite codes"
+    study ||--o| repo : "code repository"
+    study ||--o| study_fitbit_credentials : "fitbit config"
+    study_subject ||--o{ subject_progress : "task completions"
+```
+
+**Computed database functions** (exposed via PostgREST as virtual columns):
+
+| Function | Returns | Purpose |
+|---|---|---|
+| `study_participant_count()` | `int` | Count of non-deleted participants |
+| `study_ended_count()` | `int` | Count of completed participants |
+| `active_subject_count()` | `int` | Participants active within last 3 days |
+| `study_missed_days()` | `int` | Consecutive days with no activity |
+| `study_length()` | `int` | Total scheduled study duration |
+| `subject_current_day()` | `int` | Participant's current day in study |
+
+These functions are used by the Designer's monitoring dashboard to display participant activity without client-side computation.
+
+---
+
+## Row Level Security (RLS)
+
+RLS is enabled on all tables. Every query is filtered by `auth.uid()` — the JWT's user ID. This means **the API cannot return data the user is not authorized to see**, regardless of what the client requests.
+
+```mermaid
+flowchart TD
+    REQ["API Request with JWT"] --> RLS{"RLS Policy Check"}
+
+    RLS -->|"Study table"| STUDY_RULES
+    RLS -->|"study_subject table"| SUBJECT_RULES
+    RLS -->|"user table"| USER_RULES
+
+    subgraph STUDY_RULES["Study Access Rules"]
+        S1["Owner? (user_id = auth.uid())"]
+        S2["Collaborator? (email in collaborator_emails)"]
+        S3["Public? (status = running/closed AND registry_published)"]
+        S4["Enrolled participant? (is_study_subject_of)"]
+    end
+
+    subgraph SUBJECT_RULES["Subject Access Rules"]
+        SB1["Own record? (user_id = auth.uid())"]
+        SB2["Study editor? (can_edit on parent study)"]
+        SB3["Public results? (has_results_public)"]
+    end
+
+    subgraph USER_RULES["User Access Rules"]
+        U1["Own record only (id = auth.uid())"]
+    end
+
+    style RLS fill:#FFCDD2,color:#000
+```
+
+**Key RLS policies:**
+
+| Policy | Table | Operation | Rule |
+|---|---|---|---|
+| Editors can do everything | `study` | ALL | `can_edit(auth.uid(), study.*)` — checks ownership or collaborator email |
+| Public study visibility | `study` | SELECT | Status is `running`/`closed` AND (registry published OR open participation) |
+| Participants can view joined study | `study` | SELECT | `is_study_subject_of(auth.uid(), study.id)` |
+| Users manage own subjects | `study_subject` | ALL | `auth.uid() = user_id` |
+| Editors see subjects | `study_subject` | SELECT | `can_edit` on parent study |
+| App config is public | `app_config` | SELECT | Always `true` |
+
+**Security helper functions** (privileges restricted to `authenticated` role only):
+
+- `can_edit(user_id, study)` — returns `true` if the user owns the study or their email is in `collaborator_emails`
+- `is_study_subject_of(user_id, study_id)` — returns `true` if the user is enrolled in the study
+- `has_results_public(subject_id)` — checks if the study has public result sharing
+- `allow_updating_only_study()` — trigger that prevents modifying restricted fields on non-draft studies
+
+**Migration files:** `database/migration/` (16 migration files tracking schema evolution)
+
+---
+
+## Edge Functions & Storage
+
+### Edge Functions
+
+Two edge functions are defined but currently minimal/empty:
+- `create-study` — study creation helper
+- `study-import` — study import functionality
+
+Configuration: Deno 1 runtime, defined in `supabase/config.toml`.
+
+### Blob Storage
+
+Supabase Storage is used for multimodal observation data (audio recordings, images from `AudioRecordingQuestion` and `ImageCapturingQuestion`).
+
+- **Bucket:** `observations` (non-public)
+- **File size limit:** 50 MiB
+- **Path structure:** `{userId}_{studyId}_{timestamp}.{ext}`
+
+**File:** `core/lib/src/util/multimodal/blob_storage_handler.dart`
+
+```dart
+// BlobStorageHandler operations (simplified)
+Future<void> uploadObservation(String blobPath, File file)
+Future<Uint8List> downloadObservation(String blobPath)
+Future<List<FileObject>> removeObservation(List<String> blobPaths)
+```
+
+---
+
+## Environment Configuration
+
+The apps load configuration from `.env` files via `flutter_dotenv`:
+
+| Variable | Purpose |
+|---|---|
+| `STUDYU_SUPABASE_URLs` | Comma-separated list of Supabase instance URLs (supports failover) |
+| `STUDYU_SUPABASE_PUBLIC_ANON_KEY` | Public anonymous key for client access |
+| `STUDYU_APP_URL` | URL of the participant app |
+| `STUDYU_DESIGNER_URL` | URL of the designer app |
+| `STUDYU_PROJECT_GENERATOR_URL` | Project generation service (optional) |
+
+**URL failover logic** (`flutter_common/lib/src/utils/env_loader.dart`):
+
+The environment loader supports multiple Supabase URLs. On initialization, it attempts to connect to each URL sequentially (5-second timeout per attempt), validates the connection by querying the `app_config` table, and uses the first working URL. This provides resilience against individual instance outages.
+
+**Local development endpoints:**
+
+| Service | URL |
+|---|---|
+| Supabase Studio | `http://localhost:54323` |
+| Local REST API | `http://127.0.0.1:8082` |
+| Local DB | `localhost:54322` |
+| Test credentials | `user1@studyu.health` / `user1pass` |
diff --git a/docs/06-development/03-architecture/05-offline-capabilities.mdx b/docs/06-development/03-architecture/05-offline-capabilities.mdx
new file mode 100644
index 00000000..cb2467fe
--- /dev/null
+++ b/docs/06-development/03-architecture/05-offline-capabilities.mdx
@@ -0,0 +1,171 @@
+---
+sidebar_position: 5
+title: Offline Capabilities
+description: Local storage strategy, offline data entry, sync, and conflict resolution
+---
+
+# Offline Capabilities
+
+N-of-1 trials require participants to enter data daily, sometimes in environments with poor connectivity. StudyU handles this through an exception-based offline fallback with cache synchronization on reconnection.
+
+## Local storage strategy
+
+```mermaid
+graph TD
+    subgraph "Storage Layers"
+        SECURE["<b>FlutterSecureStorage</b><br/>(encrypted, primary)<br/>Subject cache, auth credentials,<br/>language preference, analytics config"]
+        FILES["<b>File System</b><br/>Multimodal staging directory<br/>Upload queue directory"]
+        MEMORY["<b>In-Memory</b><br/>AppState.activeSubject<br/>(ChangeNotifier)"]
+    end
+
+    subgraph "Storage Keys"
+        K1["cache_subject → Full StudySubject JSON"]
+        K2["selected_study_object_id → Active subject ID"]
+        K3["user_email / user_password → Participant credentials"]
+        K4["analytics_settings → Sentry config"]
+    end
+
+    SECURE --- K1
+    SECURE --- K2
+    SECURE --- K3
+    SECURE --- K4
+
+    MEMORY -->|"onSave stream"| SECURE
+    FILES -->|"sync trigger"| SECURE
+
+    style SECURE fill:#C8E6C9,color:#000
+    style FILES fill:#FFF9C4,color:#000
+    style MEMORY fill:#BBDEFB,color:#000
+```
+
+**Key files:**
+- Cache management: `app/lib/util/cache.dart`
+- Secure storage wrapper: `flutter_common/lib/src/utils/storage.dart`
+- File staging: `app/lib/util/temporary_storage_handler.dart`
+
+**What is cached:**
+- The full `StudySubject` object (including nested `Study` and all `SubjectProgress` records), serialized to JSON in `FlutterSecureStorage`
+- Multimodal files (audio recordings, images) in a local upload directory pending blob storage upload
+- Participant credentials for re-authentication
+
+**Cache write trigger:** The app listens to the `StudySubject.onSave` stream. Every time a subject is saved (locally or remotely), the cache is updated asynchronously.
+
+---
+
+## Offline Data Entry
+
+The app uses a **try-online-first, catch-and-cache** pattern for submitting task results:
+
+```mermaid
+sequenceDiagram
+    participant User
+    participant TaskWidget as Task Widget
+    participant Subject as StudySubject
+    participant Supabase
+    participant Cache
+
+    User->>TaskWidget: Complete task
+    TaskWidget->>Subject: addResult(offline: false)
+
+    alt Online — success
+        Subject->>Supabase: SubjectProgress.save() (upsert)
+        Supabase-->>Subject: OK
+        Subject->>Supabase: StudySubject.save(onlyUpdate: true)
+        Subject->>Cache: Update local cache
+        Note over Subject,Cache: Multimodal files uploaded immediately
+    else Offline — network error
+        Subject--xSupabase: SocketException / timeout
+        TaskWidget->>Subject: addResult(offline: true)
+        Subject->>Subject: Append to local progress list
+        Subject->>Cache: Store in SecureStorage
+        Note over Subject,Cache: Multimodal files queued in upload directory
+    end
+```
+
+**Implementation:** `app/lib/util/study_subject_extension.dart`
+
+The offline result submission:
+1. Adds the `SubjectProgress` record to the in-memory `StudySubject.progress` list
+2. Sets `completedAt` to `DateTime.now().toUtc()`
+3. Moves multimodal files from staging to the upload directory (but does **not** upload them)
+4. The result is persisted to `FlutterSecureStorage` via the cache, but **not** sent to Supabase
+
+---
+
+## Synchronization & Conflict Resolution
+
+Sync happens at a single point: **app startup** on the loading screen.
+
+```mermaid
+flowchart TD
+    START["App launches"] --> CHECK{"Stored subject ID?"}
+    CHECK -->|No| WELCOME["Welcome screen<br/>(new user)"]
+    CHECK -->|Yes| FETCH["Fetch subject from Supabase"]
+
+    FETCH -->|Success| SYNC["Cache.synchronize(remoteSubject)"]
+    FETCH -->|Auth error| REAUTH["Re-authenticate"]
+    FETCH -->|Network error| LOAD_CACHE["Load from cache"]
+
+    REAUTH -->|Success| FETCH
+    REAUTH -->|Failure| LOAD_CACHE
+
+    LOAD_CACHE -->|"Cache exists"| OFFLINE["Continue with cached data<br/>(offline mode)"]
+    LOAD_CACHE -->|"No cache"| ERROR["Error screen"]
+
+    SYNC --> HAS_CACHE{"Local cache exists?"}
+    HAS_CACHE -->|No| USE_REMOTE["Use remote subject"]
+    HAS_CACHE -->|Yes| COMPARE["Compare local vs remote"]
+
+    COMPARE --> IDENTICAL{"Identical?"}
+    IDENTICAL -->|Yes| DONE["No sync needed"]
+    IDENTICAL -->|No| MERGE["Merge progress records"]
+
+    MERGE --> DEDUP["Deduplicate by completedAt timestamp"]
+    DEDUP --> UPLOAD_NEW["Upload new local records to Supabase"]
+    UPLOAD_NEW --> UPLOAD_FILES["Upload queued multimodal files"]
+    UPLOAD_FILES --> SAVE["Save merged subject"]
+    SAVE --> DONE2["Dashboard"]
+
+    style START fill:#FFF9C4,color:#000
+    style DONE fill:#C8E6C9,color:#000
+    style DONE2 fill:#C8E6C9,color:#000
+    style OFFLINE fill:#FFCC80,color:#000
+    style ERROR fill:#FFCDD2,color:#000
+```
+
+**Implementation:** `app/lib/util/cache.dart` — `Cache.synchronize()`
+
+**Conflict resolution strategy:**
+
+| Scenario | Resolution |
+|---|---|
+| No local cache | Use remote subject as-is |
+| Local and remote identical | No action needed |
+| Remote has newer `startedAt` | Trust remote (study re-entry) |
+| Progress lists differ | **Union merge** — combine both lists, deduplicate by `completedAt` timestamp |
+| Multimodal files pending | Upload during sync |
+
+The merge algorithm:
+1. Combine all local `SubjectProgress` records with all remote records
+2. Use a `HashSet` on `completedAt` `DateTime` to remove exact duplicates
+3. Any records that exist locally but not remotely are batch-upserted to Supabase
+4. Pending multimodal files in the upload directory are uploaded to blob storage
+5. The merged `StudySubject` is saved both remotely and to the local cache
+
+A `Cache.isSynchronizing` flag prevents concurrent sync operations.
+
+---
+
+## Connectivity Detection
+
+StudyU does **not** use a dedicated connectivity package (like `connectivity_plus`). Instead, connectivity is detected implicitly through exception handling:
+
+- **`SocketException`** — caught when network requests fail, triggers offline fallback
+- **`PostgrestException`** — caught for database-level errors
+- **Generic exceptions** — caught as catch-all for timeouts and malformed responses
+
+There is no explicit online/offline indicator in the UI. The app silently falls back to cached data when network operations fail and syncs when connectivity is restored on the next app launch.
+
+:::note
+This implicit approach works because `SubjectProgress` records are append-only (no updates or deletes from the participant side), which makes the union-merge strategy safe. If the app ever needs to support editing or deleting progress records, a more sophisticated conflict resolution mechanism (such as vector clocks or CRDTs) would be needed.
+:::
diff --git a/docs/06-development/03-architecture/06-data-flow.mdx b/docs/06-development/03-architecture/06-data-flow.mdx
new file mode 100644
index 00000000..5fc3b28d
--- /dev/null
+++ b/docs/06-development/03-architecture/06-data-flow.mdx
@@ -0,0 +1,159 @@
+---
+sidebar_position: 6
+title: Data Flow
+description: End-to-end data flow from study design to result analysis, and the auth model
+---
+
+# Data Flow
+
+This page shows the complete data flow through the StudyU system: from a researcher designing a study to a participant submitting results to data export.
+
+## Full data flow: from study design to result analysis
+
+```mermaid
+flowchart LR
+    subgraph "Researcher (Designer App)"
+        R1["Design study protocol"]
+        R2["Publish study (draft → running)"]
+        R3["Monitor participants"]
+        R4["Analyze & export data"]
+    end
+
+    subgraph "Supabase Backend"
+        DB_STUDY["study table<br/>(JSONB protocol)"]
+        DB_SUBJECT["study_subject table"]
+        DB_PROGRESS["subject_progress table"]
+        DB_INVITE["study_invite table"]
+        BLOB["Storage: observations bucket"]
+    end
+
+    subgraph "Participant (StudyU App)"
+        P1["Browse / enter invite code"]
+        P2["Eligibility + consent"]
+        P3["Daily task completion"]
+        P4["View personal report"]
+    end
+
+    subgraph "Offline Layer"
+        CACHE["FlutterSecureStorage<br/>(cached subject + progress)"]
+        FILES["Local file queue<br/>(audio, images)"]
+    end
+
+    R1 -->|"save"| DB_STUDY
+    R2 -->|"status update"| DB_STUDY
+    R3 -->|"read"| DB_SUBJECT
+    R3 -->|"read"| DB_PROGRESS
+    R4 -->|"read + CSV export"| DB_PROGRESS
+
+    DB_STUDY -->|"read"| P1
+    DB_INVITE -->|"validate code"| P2
+    P2 -->|"create"| DB_SUBJECT
+    P3 -->|"write"| DB_PROGRESS
+    P3 -->|"upload media"| BLOB
+    DB_PROGRESS -->|"read"| P4
+
+    P3 -.->|"offline fallback"| CACHE
+    P3 -.->|"stage files"| FILES
+    CACHE -.->|"sync on reconnect"| DB_PROGRESS
+    FILES -.->|"upload on sync"| BLOB
+```
+
+## Authentication & authorization model
+
+```mermaid
+flowchart TD
+    subgraph "User Types"
+        RESEARCHER["Researcher<br/>Real email/password account"]
+        PARTICIPANT["Participant<br/>Auto-generated credentials"]
+    end
+
+    subgraph "Supabase Auth"
+        GOTRUE["GoTrue<br/>JWT issuance & refresh"]
+    end
+
+    subgraph "API Layer"
+        REST["PostgREST<br/>JWT → auth.uid()"]
+    end
+
+    subgraph "RLS Policies"
+        OWNER["Study owner?<br/>user_id = auth.uid()"]
+        COLLAB["Collaborator?<br/>email in collaborator_emails"]
+        ENROLLED["Enrolled?<br/>is_study_subject_of()"]
+        PUBLIC["Public study?<br/>registry_published"]
+    end
+
+    RESEARCHER --> GOTRUE
+    PARTICIPANT --> GOTRUE
+    GOTRUE -->|JWT| REST
+    REST --> OWNER
+    REST --> COLLAB
+    REST --> ENROLLED
+    REST --> PUBLIC
+
+    OWNER -->|"Full CRUD on own studies"| DB["study, study_subject,<br/>subject_progress"]
+    COLLAB -->|"Full CRUD on shared studies"| DB
+    ENROLLED -->|"Read study + Write own progress"| DB
+    PUBLIC -->|"Read-only study listing"| DB
+```
+
+## Task completion data flow (detailed)
+
+This sequence shows exactly what happens when a participant completes a task, online or offline:
+
+```mermaid
+sequenceDiagram
+    participant User
+    participant TaskWidget as Task Widget
+    participant Subject as StudySubject
+    participant Supabase
+    participant Cache
+
+    User->>TaskWidget: Complete task
+    TaskWidget->>Subject: addResult(offline: false)
+
+    alt Online — success
+        Subject->>Supabase: SubjectProgress.save() (upsert)
+        Supabase-->>Subject: OK
+        Subject->>Supabase: StudySubject.save(onlyUpdate: true)
+        Subject->>Cache: Update local cache
+        Note over Subject,Cache: Multimodal files uploaded immediately
+    else Offline — network error
+        Subject--xSupabase: SocketException / timeout
+        TaskWidget->>Subject: addResult(offline: true)
+        Subject->>Subject: Append to local progress list
+        Subject->>Cache: Store in SecureStorage
+        Note over Subject,Cache: Multimodal files queued in upload directory
+    end
+```
+
+## Study publishing flow
+
+```mermaid
+flowchart LR
+    DRAFT["Draft<br/>Researcher configures study"] -->|"Publish button"| RUNNING
+    RUNNING["Running<br/>Participants can enroll"] -->|"Close button"| CLOSED
+    CLOSED["Closed<br/>Data available for analysis"]
+
+    subgraph "What changes at publish"
+        P1["status: draft → running"]
+        P2["Study becomes visible in registry\n(if registry_published)"]
+        P3["Participants can create study_subject rows"]
+    end
+
+    subgraph "What is locked at running"
+        L1["Intervention structure"]
+        L2["Observation definitions"]
+        L3["Schedule configuration"]
+    end
+
+    RUNNING -.-> P1
+    RUNNING -.-> P2
+    RUNNING -.-> P3
+    RUNNING -.-> L1
+    RUNNING -.-> L2
+    RUNNING -.-> L3
+```
+
+:::note
+The `allow_updating_only_study()` database trigger prevents modification of locked fields on non-draft studies, enforcing this at the database level rather than relying on application-level guards.
+:::
diff --git a/docs/06-development/03-architecture/_category_.json b/docs/06-development/03-architecture/_category_.json
new file mode 100644
index 00000000..282e5e97
--- /dev/null
+++ b/docs/06-development/03-architecture/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "Architecture",
+  "position": 3,
+  "description": "System design, technology stack, and architectural patterns"
+}
diff --git a/docs/06-development/04-app-reference/01-screen-map.mdx b/docs/06-development/04-app-reference/01-screen-map.mdx
new file mode 100644
index 00000000..f88025b8
--- /dev/null
+++ b/docs/06-development/04-app-reference/01-screen-map.mdx
@@ -0,0 +1,143 @@
+---
+sidebar_position: 1
+title: Screen Map
+description: Complete screen flow and file mapping for the StudyU participant app
+---
+
+# App Screen Map
+
+This page maps every screen in the participant app to its source file and shows the complete navigation flow. Use this as a reference when debugging or extending the app.
+
+## Onboarding Sequence
+
+The participant app follows a strict linear onboarding flow. Each screen must be completed before the next is shown. Some steps (eligibility, consent) are conditional on study configuration.
+
+```mermaid
+flowchart TD
+    LOAD["/loading<br/><code>LoadingScreen</code><br/>loading_screen.dart"]
+    WELCOME["/welcome<br/><code>WelcomeScreen</code><br/>welcome.dart"]
+    TERMS["/terms<br/><code>TermsScreen</code><br/>terms.dart"]
+    SELECT["/studySelection<br/><code>StudySelectionScreen</code><br/>study_selection.dart"]
+    OVERVIEW["/studyOverview<br/><code>StudyOverviewScreen</code><br/>study_overview.dart"]
+    ELIG["/eligibilityCheck<br/><code>EligibilityScreen</code><br/>eligibility_screen.dart"]
+    INTSEL["/interventionSelection<br/><code>InterventionSelectionScreen</code><br/>intervention_selection.dart"]
+    JOURNEY["/journey<br/><code>JourneyOverviewScreen</code><br/>journey_overview.dart"]
+    CONSENT["/consent<br/><code>ConsentScreen</code><br/>consent.dart"]
+    KICKOFF["/kickoff<br/><code>KickoffScreen</code><br/>kickoff.dart"]
+    DASH["/dashboard<br/><code>DashboardScreen</code><br/>dashboard.dart"]
+
+    LOAD -->|"No stored subject"| WELCOME
+    LOAD -->|"Subject exists<br/>(returning user)"| DASH
+    WELCOME -->|"Get Started"| TERMS
+    TERMS -->|"Accept T&P"| SELECT
+    SELECT -->|"Choose study"| OVERVIEW
+    OVERVIEW -->|"Has eligibility check"| ELIG
+    OVERVIEW -->|"No eligibility check"| INTSEL
+    ELIG -->|"Pass"| INTSEL
+    ELIG -->|"Fail"| SELECT
+    INTSEL -->|"Select interventions"| JOURNEY
+    JOURNEY -->|"Has consent"| CONSENT
+    JOURNEY -->|"No consent"| KICKOFF
+    CONSENT -->|"Accept all"| KICKOFF
+    CONSENT -->|"Decline"| SELECT
+    KICKOFF -->|"Setup complete"| DASH
+
+    style LOAD fill:#FFF9C4,color:#000
+    style DASH fill:#C8E6C9,color:#000
+    style ELIG fill:#FFCCBC,color:#000
+    style CONSENT fill:#FFCCBC,color:#000
+```
+
+**Complete screen-to-file mapping (onboarding):**
+
+| Step | Route | Widget Class | File | Purpose |
+|------|-------|-------------|------|---------|
+| 0 | `/loading` | `LoadingScreen` | `app/lib/screens/app_onboarding/loading_screen.dart` | Initialize app, check for stored subject, sync cache with remote |
+| 1 | `/welcome` | `WelcomeScreen` | `app/lib/screens/app_onboarding/welcome.dart` | Landing page with "Get Started", About, Contact, FAQ links |
+| 2 | `/about` | `AboutScreen` | `app/lib/screens/app_onboarding/about.dart` | 9-page vertical scroll explaining StudyU and N-of-1 trials |
+| 3 | `/terms` | `TermsScreen` | `app/lib/screens/app_onboarding/terms.dart` | Accept Terms of Service and Privacy Policy |
+| 4 | `/studySelection` | `StudySelectionScreen` | `app/lib/screens/study/onboarding/study_selection.dart` | Browse published studies or enter invite code |
+| 5 | `/studyOverview` | `StudyOverviewScreen` | `app/lib/screens/study/onboarding/study_overview.dart` | Study details: duration, publisher, description, contact |
+| 6 | `/eligibilityCheck` | `EligibilityScreen` | `app/lib/screens/study/onboarding/eligibility_screen.dart` | Eligibility questionnaire — criteria evaluated against answers |
+| 7 | `/interventionSelection` | `InterventionSelectionScreen` | `app/lib/screens/study/onboarding/intervention_selection.dart` | Select 2 interventions (if study has >2 available) |
+| 8 | `/journey` | `JourneyOverviewScreen` | `app/lib/screens/study/onboarding/journey_overview.dart` | Timeline preview showing intervention phases and end date |
+| 9 | `/consent` | `ConsentScreen` | `app/lib/screens/study/onboarding/consent.dart` | Grid of consent cards — all must be accepted to proceed |
+| 10 | `/kickoff` | `KickoffScreen` | `app/lib/screens/study/onboarding/kickoff.dart` | Save `StudySubject`, schedule notifications, finalize enrollment |
+
+**Navigation patterns used:**
+- Onboarding screens use `Navigator.pushNamed()` (add to stack)
+- Eligibility check uses `Navigator.push()` (modal overlay)
+- Kickoff uses `Navigator.pushNamedAndRemoveUntil()` (clears entire stack before showing dashboard — prevents back-navigation to onboarding)
+
+---
+
+## Dashboard & Main App
+
+Once enrolled, the dashboard is the participant's home screen. It shows today's tasks and provides access to reports, settings, and support.
+
+```mermaid
+flowchart TD
+    DASH["/dashboard<br/><code>DashboardScreen</code>"]
+
+    subgraph "Main Body"
+        TASKS["<code>TaskOverview</code><br/>task_overview.dart<br/>Today's tasks + progress"]
+    end
+
+    subgraph "App Bar Actions"
+        CONTACT_ICON["Contact icon<br/><code>ContactScreen</code>"]
+        REPORT_ICON["Report icon<br/><code>ReportDetailsScreen</code>"]
+    end
+
+    subgraph "Menu Items"
+        SETTINGS["/settings<br/><code>Settings</code><br/>settings.dart"]
+        FAQ_MENU["/faq<br/><code>FAQ</code><br/>faq.dart"]
+        REPORT_HIST["/reportHistory<br/><code>ReportHistoryScreen</code><br/>report_history.dart"]
+        ABOUT_MENU["/about<br/><code>AboutScreen</code>"]
+    end
+
+    subgraph "Settings Actions"
+        LANG["Language switcher"]
+        ANALYTICS["Analytics opt-in/out"]
+        OPTOUT["Opt out of study<br/>→ /studySelection"]
+        DELETE["Delete all data<br/>→ /welcome"]
+    end
+
+    DASH --> TASKS
+    DASH --> CONTACT_ICON
+    DASH --> REPORT_ICON
+    DASH --> SETTINGS
+    DASH --> FAQ_MENU
+    DASH --> REPORT_HIST
+    DASH --> ABOUT_MENU
+    SETTINGS --> LANG
+    SETTINGS --> ANALYTICS
+    SETTINGS --> OPTOUT
+    SETTINGS --> DELETE
+
+    style DASH fill:#C8E6C9,color:#000
+    style TASKS fill:#BBDEFB,color:#000
+```
+
+**Dashboard sub-screen mapping:**
+
+| Route | Widget Class | File | Purpose |
+|-------|-------------|------|---------|
+| (inline) | `TaskOverview` | `app/lib/screens/study/dashboard/task_overview_tab/task_overview.dart` | Lists today's tasks, shows completion progress |
+| `/contact` | `ContactScreen` | `app/lib/screens/study/dashboard/contact_tab/contact_screen.dart` | App support + study-specific contact info |
+| `/faq` | `FAQ` | `app/lib/screens/study/dashboard/contact_tab/faq.dart` | Frequently asked questions (EN/DE) |
+| `/settings` | `Settings` | `app/lib/screens/study/dashboard/settings.dart` | Language, analytics, opt-out, delete data |
+| (chart icon) | `ReportDetailsScreen` | `app/lib/screens/study/report/report_details.dart` | Current study results with statistical sections |
+| `/reportHistory` | `ReportHistoryScreen` | `app/lib/screens/study/report/report_history.dart` | Past studies and their reports |
+
+**Study completion flow:** When a participant finishes all study days, the dashboard shows a `StudyFinishedPlaceholder` with options to view the report or return to study selection.
+
+---
+
+## Error & Status Screens
+
+| Route | Widget Class | File | Trigger |
+|-------|-------------|------|---------|
+| `/appError` | `AppErrorScreen` | `app/lib/screens/app_onboarding/app_error_screen.dart` | Supabase auth or network error on startup |
+| `/appOutdated` | `AppOutdatedScreen` | `app/lib/screens/app_onboarding/app_outdated_screen.dart` | App version below `app_min_version` from `AppConfig` |
+
+`AppErrorScreen` includes: debug information display, "Contact Support" button, and a "Delete Data & Restart" option for recovery.
diff --git a/docs/06-development/04-app-reference/02-task-system.mdx b/docs/06-development/04-app-reference/02-task-system.mdx
new file mode 100644
index 00000000..1807bc32
--- /dev/null
+++ b/docs/06-development/04-app-reference/02-task-system.mdx
@@ -0,0 +1,88 @@
+---
+sidebar_position: 2
+title: Task System
+description: How tasks are rendered, completed, and submitted in the participant app
+---
+
+# Task System
+
+When a participant taps a task in the `TaskOverview`, a `TaskScreen` is pushed modally. The screen renders the appropriate widget based on task type.
+
+## Task completion flow
+
+```mermaid
+flowchart LR
+    TASK_BOX["<code>TaskBox</code><br/>task_box.dart<br/>Tappable card in task list"]
+    TASK_SCREEN["<code>TaskScreen</code><br/>task_screen.dart<br/>Task execution container"]
+
+    CHECKMARK["<code>CheckmarkTaskWidget</code><br/>checkmark_task_widget.dart<br/>Simple done/not-done toggle"]
+    QUESTIONNAIRE["<code>QuestionnaireTaskWidget</code><br/>questionnaire_task_widget.dart<br/>Full questionnaire flow"]
+
+    QWIDGET["<code>QuestionnaireWidget</code><br/>questionnaire_widget.dart<br/>Question renderer"]
+
+    TASK_BOX -->|"tap"| TASK_SCREEN
+    TASK_SCREEN -->|"CheckmarkTask"| CHECKMARK
+    TASK_SCREEN -->|"QuestionnaireTask"| QUESTIONNAIRE
+    QUESTIONNAIRE --> QWIDGET
+
+    subgraph "Question Type Widgets"
+        Q1["BooleanQuestionWidget"]
+        Q2["ChoiceQuestionWidget"]
+        Q3["ScaleQuestionWidget"]
+        Q4["AnnotatedScaleQuestionWidget"]
+        Q5["VisualAnalogueQuestionWidget"]
+        Q6["FreeTextQuestionWidget"]
+        Q7["ImageCapturingQuestionWidget"]
+        Q8["AudioRecordingQuestionWidget"]
+        Q9["FitbitQuestionWidget"]
+        Q10["PainQuestionWidget"]
+    end
+
+    QWIDGET --> Q1
+    QWIDGET --> Q2
+    QWIDGET --> Q3
+    QWIDGET --> Q4
+    QWIDGET --> Q5
+    QWIDGET --> Q6
+    QWIDGET --> Q7
+    QWIDGET --> Q8
+    QWIDGET --> Q9
+    QWIDGET --> Q10
+```
+
+## Question widget file mapping
+
+| Question Type | Widget Class | File |
+|---|---|---|
+| `BooleanQuestion` | `BooleanQuestionWidget` | `app/lib/widgets/questionnaire/questions/boolean_question_widget.dart` |
+| `ChoiceQuestion` | `ChoiceQuestionWidget` | `app/lib/widgets/questionnaire/questions/choice_question_widget.dart` |
+| `ScaleQuestion` | `ScaleQuestionWidget` | `app/lib/widgets/questionnaire/questions/scale_question_widget.dart` |
+| `AnnotatedScaleQuestion` | `AnnotatedScaleQuestionWidget` | `app/lib/widgets/questionnaire/questions/annotated_scale_question_widget.dart` |
+| `VisualAnalogueQuestion` | `VisualAnalogueQuestionWidget` | `app/lib/widgets/questionnaire/questions/visual_analogue_question_widget.dart` |
+| `FreeTextQuestion` | `FreeTextQuestionWidget` | `app/lib/widgets/questionnaire/questions/free_text_question_widget.dart` |
+| `ImageCapturingQuestion` | `ImageCapturingQuestionWidget` | `app/lib/widgets/questionnaire/questions/image_capturing_question_widget.dart` |
+| `AudioRecordingQuestion` | `AudioRecordingQuestionWidget` | `app/lib/widgets/questionnaire/questions/audio_recording_question_widget.dart` |
+| `FitbitQuestion` | `FitbitQuestionWidget` | `app/lib/widgets/questionnaire/questions/fitbit_question_widget.dart` |
+| `PainQuestion` | `PainQuestionWidget` | `app/lib/widgets/questionnaire/questions/pain_question_widget.dart` |
+
+## Task result submission
+
+After a task is completed, the `TaskScreen` calls `StudySubject.addResult()`. This method:
+
+1. Creates a `SubjectProgress` record with the task result
+2. Attempts to write to Supabase (`SubjectProgress.save()`)
+3. On success: updates the remote `StudySubject` record and local cache
+4. On `SocketException` or network error: stores the result in `FlutterSecureStorage` for later sync
+
+See [Offline Capabilities](../03-architecture/05-offline-capabilities.mdx) for the full sync lifecycle.
+
+## Completion period tracking
+
+A task can have multiple `CompletionPeriod` time windows (e.g., a morning window 08:00–12:00 and an evening window 18:00–20:00). Each window must be completed separately. The `SubjectProgress.result.periodId` field ties a completion event to the specific window.
+
+`StudySubject.completedTaskForDay(taskId, date)` returns `true` if **all** completion periods for the task have a matching `SubjectProgress` record for the given date.
+
+The `TaskBox` in the dashboard shows:
+- Empty state — task not yet completed
+- Partially filled — some periods completed
+- Full — all periods completed
diff --git a/docs/06-development/04-app-reference/03-widgets.mdx b/docs/06-development/04-app-reference/03-widgets.mdx
new file mode 100644
index 00000000..8c285436
--- /dev/null
+++ b/docs/06-development/04-app-reference/03-widgets.mdx
@@ -0,0 +1,63 @@
+---
+sidebar_position: 3
+title: Widgets Reference
+description: Reusable widgets used across multiple screens in the participant app
+---
+
+# Widgets Reference
+
+Key shared widgets used across multiple screens in the participant app.
+
+## Core reusable widgets
+
+| Widget | File | Used In |
+|--------|------|---------|
+| `StudyTile` | `app/lib/widgets/study_tile.dart` | Study selection, study overview |
+| `InterventionCard` | `app/lib/widgets/intervention_card.dart` | Intervention selection, journey overview |
+| `BottomOnboardingNavigation` | `app/lib/widgets/bottom_onboarding_navigation.dart` | All onboarding screens (Back/Next bar with progress indicator) |
+| `QuestionnaireWidget` | `app/lib/widgets/questionnaire/questionnaire_widget.dart` | Eligibility check, questionnaire task completion |
+| `QuestionContainer` | `app/lib/widgets/questionnaire/question_container.dart` | Wraps individual question widgets |
+| `HtmlText` | `app/lib/widgets/html_text.dart` | Consent items, task headers/footers |
+| `TaskBox` | `app/lib/screens/study/dashboard/task_overview_tab/task_box.dart` | Dashboard task list |
+| `ProgressRow` | `app/lib/screens/study/dashboard/task_overview_tab/progress_row.dart` | Dashboard progress indicator |
+
+## QuestionnaireWidget
+
+`QuestionnaireWidget` (`app/lib/widgets/questionnaire/questionnaire_widget.dart`) is the central rendering component for all questionnaire interactions. It:
+
+1. Receives a `StudyUQuestionnaire` containing the list of questions to display
+2. Evaluates `QuestionConditional` rules to determine which questions are visible
+3. Renders each question using the appropriate `*QuestionWidget` subclass
+4. Wraps each question in a `QuestionContainer` that provides consistent padding and layout
+5. Calls the `onComplete` callback with a `QuestionnaireState` map when all required questions are answered
+
+The same widget is used for:
+- The eligibility questionnaire during study onboarding
+- Individual `QuestionnaireTask` completion during the study
+
+## BottomOnboardingNavigation
+
+`BottomOnboardingNavigation` appears at the bottom of every onboarding screen. It provides:
+- A "Back" button that calls `Navigator.pop()`
+- A "Next" button that calls the screen's `onNext` callback
+- A step indicator showing current position in the onboarding flow
+- A `canProceed` flag that disables the "Next" button until required input is provided
+
+## HtmlText
+
+`HtmlText` renders HTML content using the `flutter_html` package. It is used wherever the researcher-provided content may include formatting (bold, links, lists). Usage:
+- Consent item descriptions
+- Task `header` and `footer` fields
+- Study description on the overview screen
+
+## Report widgets
+
+Chart widgets under `app/lib/widgets/report/` render the visual sections of the results report. Each corresponds to a `ReportSection` subtype:
+
+| Widget | ReportSection type | What it renders |
+|---|---|---|
+| `AverageSectionWidget` | `AverageSection` | Bar chart comparing phase averages |
+| `LinearRegressionSectionWidget` | `LinearRegressionSection` | Scatter plot with trend line |
+| `GaugeComparisonSectionWidget` | `GaugeComparisonSection` | Side-by-side gauge for two phases |
+| `DescriptiveStatsSectionWidget` | `DescriptiveStatsSection` | Table of min, max, mean, SD |
+| `TextualSummarySectionWidget` | `TextualSummarySection` | Formatted text block |
diff --git a/docs/06-development/04-app-reference/_category_.json b/docs/06-development/04-app-reference/_category_.json
new file mode 100644
index 00000000..28e84143
--- /dev/null
+++ b/docs/06-development/04-app-reference/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "App Reference",
+  "position": 4,
+  "description": "Participant app screen map, task system, and widget reference"
+}
diff --git a/docs/06-development/05-designer-reference/01-screen-map.mdx b/docs/06-development/05-designer-reference/01-screen-map.mdx
new file mode 100644
index 00000000..50aba4ae
--- /dev/null
+++ b/docs/06-development/05-designer-reference/01-screen-map.mdx
@@ -0,0 +1,105 @@
+---
+sidebar_position: 1
+title: Screen Map
+description: Complete navigation map for the StudyU Designer researcher web app
+---
+
+# Designer Screen Map
+
+The StudyU Designer is a web application used by researchers to design, publish, monitor, and analyze N-of-1 studies. It uses GoRouter for navigation, Riverpod for state management, and Reactive Forms for form handling with debounced auto-save.
+
+## Full navigation map
+
+```mermaid
+flowchart TD
+    SPLASH["/splash<br/><code>SplashPage</code>"]
+    LOGIN["/login<br/><code>LoginForm</code>"]
+    SIGNUP["/signup<br/><code>SignupForm</code>"]
+    FORGOT["/forgot_password<br/><code>PasswordForgotForm</code>"]
+    RECOVER["/password_recovery<br/><code>PasswordRecoveryForm</code>"]
+    DASH["/studies<br/><code>DashboardScreen</code>"]
+
+    subgraph "Study Design Tabs"
+        INFO["/edit/info<br/><code>StudyDesignInfoFormView</code>"]
+        ENROLL["/edit/enrollment<br/><code>StudyDesignEnrollmentFormView</code>"]
+        INTERV["/edit/interventions<br/><code>StudyDesignInterventionsFormView</code>"]
+        INTERV_EDIT["/edit/interventions/:id<br/><code>InterventionFormView</code><br/>Two-column layout"]
+        MEASURE["/edit/measurements<br/><code>StudyDesignMeasurementsFormView</code>"]
+        MEASURE_EDIT["/edit/measurements/:id<br/><code>MeasurementSurveyFormView</code><br/>Two-column layout"]
+        REPORTS["/edit/reports<br/><code>StudyDesignReportsFormView</code>"]
+        FITBIT["/edit/fitbitCredentials<br/><code>StudyDesignFitbitCredentialsFormView</code>"]
+    end
+
+    subgraph "Study Management"
+        TEST["/test<br/><code>StudyTestScreen</code>"]
+        RECRUIT["/recruit<br/><code>StudyRecruitScreen</code>"]
+        MONITOR["/monitor<br/><code>StudyMonitorScreen</code>"]
+        ANALYZE["/analyze<br/><code>StudyAnalyzeScreen</code>"]
+        SETTINGS_S["/settings<br/><code>StudySettingsDialog</code>"]
+    end
+
+    SPLASH -->|"Auth check"| LOGIN
+    SPLASH -->|"Already authenticated"| DASH
+    LOGIN --> SIGNUP
+    LOGIN --> FORGOT
+    FORGOT --> RECOVER
+    LOGIN -->|"Success"| DASH
+
+    DASH -->|"Select study"| INFO
+    INFO --- ENROLL
+    ENROLL --- INTERV
+    INTERV --- MEASURE
+    MEASURE --- REPORTS
+    REPORTS --- FITBIT
+
+    INTERV -->|"Edit intervention"| INTERV_EDIT
+    MEASURE -->|"Edit survey"| MEASURE_EDIT
+
+    INFO --- TEST
+    INFO --- RECRUIT
+    INFO --- MONITOR
+    INFO --- ANALYZE
+
+    style SPLASH fill:#FFF9C4,color:#000
+    style DASH fill:#C8E6C9,color:#000
+    style INFO fill:#BBDEFB,color:#000
+    style ENROLL fill:#BBDEFB,color:#000
+    style INTERV fill:#BBDEFB,color:#000
+    style MEASURE fill:#BBDEFB,color:#000
+    style REPORTS fill:#BBDEFB,color:#000
+    style FITBIT fill:#BBDEFB,color:#000
+    style INTERV_EDIT fill:#E1BEE7,color:#000
+    style MEASURE_EDIT fill:#E1BEE7,color:#000
+```
+
+All study screens are wrapped in a `StudyScaffold` that provides:
+- Top navigation tabs for design sections (Info, Enrollment, Interventions, Measurements, Reports)
+- Study status badge (Draft / Running / Closed)
+- Publish / Close study actions
+- Sync indicator showing save status
+
+## Authentication screens
+
+| Route | Widget | File | Purpose |
+|-------|--------|------|---------|
+| `/login` | `LoginForm` | `designer_v2/lib/features/auth/login_form_view.dart` | Email + password login. Links to signup and forgot password |
+| `/signup` | `SignupForm` | `designer_v2/lib/features/auth/signup_form_view.dart` | Email, password, confirm password, ToS checkbox |
+| `/forgot_password` | `PasswordForgotForm` | `designer_v2/lib/features/auth/password_forgot_form_view.dart` | Request password reset email |
+| `/password_recovery` | `PasswordRecoveryForm` | `designer_v2/lib/features/auth/password_recovery_form_view.dart` | Set new password (after clicking email link) |
+
+**Controller:** All auth screens share `AuthFormController` (`designer_v2/lib/features/auth/auth_form_controller.dart`), differentiated by `AuthFormKey` enum (`login`, `signup`, `passwordForgot`, `passwordRecovery`, `passwordReset`).
+
+## Dashboard (Studies List)
+
+**Route:** `/studies`
+**Widget:** `DashboardScreen`
+**File:** `designer_v2/lib/features/dashboard/dashboard_page.dart`
+**Controller:** `DashboardController` (`designer_v2/lib/features/dashboard/dashboard_controller.dart`)
+
+The dashboard is the researcher's home screen after login. It displays:
+
+- **Studies table** — all studies owned by or shared with the researcher
+- **Search bar** — filter studies by title/description
+- **Status filter** — filter by Draft / Running / Closed
+- **Pin/unpin** — mark favorite studies for quick access
+- **"New Study" button** — create a new study (starts in Draft status)
diff --git a/docs/06-development/05-designer-reference/02-design-tabs.mdx b/docs/06-development/05-designer-reference/02-design-tabs.mdx
new file mode 100644
index 00000000..e842cfa7
--- /dev/null
+++ b/docs/06-development/05-designer-reference/02-design-tabs.mdx
@@ -0,0 +1,120 @@
+---
+sidebar_position: 2
+title: Design Tabs
+description: Info, Enrollment, Interventions, Measurements, Reports, and Fitbit tabs in the Designer
+---
+
+# Design Tabs
+
+Once a study is selected, the designer shows a tabbed interface for configuring the study protocol. Each tab corresponds to a section of the `Study` model.
+
+## Info Tab
+
+**Route:** `/studies/:studyId/edit/info`
+**Widget:** `StudyDesignInfoFormView`
+**File:** `designer_v2/lib/features/design/info/study_info_form_view.dart`
+**Controller:** `StudyInfoFormViewModel` (`designer_v2/lib/features/design/info/study_info_form_controller.dart`)
+**Layout:** Single column (narrow)
+
+Configure study metadata:
+- **Title** (max 100 chars)
+- **Description** (free text)
+- **Icon** (Material Icons picker)
+- **Participation type** — public (anyone) or invite-only
+- **Contact information** — organization, email, researchers
+
+Auto-saves with 1000ms debounce.
+
+---
+
+## Enrollment Tab
+
+**Route:** `/studies/:studyId/edit/enrollment`
+**Widget:** `StudyDesignEnrollmentFormView`
+**File:** `designer_v2/lib/features/design/enrollment/enrollment_form_view.dart`
+**Controller:** `EnrollmentFormViewModel` (`designer_v2/lib/features/design/enrollment/enrollment_form_controller.dart`)
+**Layout:** Single column (narrow)
+
+Configure who can join the study:
+- **Consent items** — add/edit/delete/reorder consent statements. Each has a title, description, and icon. Participants must agree to all before enrolling.
+- **Screener questions** — eligibility questionnaire with conditional logic. Only shown if enrollment type requires screening.
+
+Sub-controllers: `ConsentItemFormController`, `ScreenerQuestionFormController`
+
+---
+
+## Interventions Tab
+
+**Route:** `/studies/:studyId/edit/interventions`
+**Widget:** `StudyDesignInterventionsFormView`
+**File:** `designer_v2/lib/features/design/interventions/interventions_form_view.dart`
+**Controller:** `InterventionsFormViewModel` (`designer_v2/lib/features/design/interventions/interventions_form_controller.dart`)
+**Layout:** Single column (narrow) for list, two-column for editing individual interventions
+
+Manage the treatment arms:
+- **Intervention list** — add/edit/delete/reorder interventions
+- **Schedule configuration** — phase duration, number of cycles, sequence type
+
+When editing a single intervention (`/studies/:studyId/edit/interventions/:interventionId`):
+- **Left column:** `InterventionFormView` — title, icon, description, tasks
+- **Right column:** `InterventionPreview` — live preview of how the intervention appears in the app
+
+Sub-controller: `InterventionFormViewModel` (`designer_v2/lib/features/design/interventions/intervention_form_controller.dart`)
+
+---
+
+## Measurements Tab
+
+**Route:** `/studies/:studyId/edit/measurements`
+**Widget:** `StudyDesignMeasurementsFormView`
+**File:** `designer_v2/lib/features/design/measurements/measurements_form_view.dart`
+**Controller:** `MeasurementsFormViewModel` (`designer_v2/lib/features/design/measurements/measurements_form_controller.dart`)
+**Layout:** Single column for list, two-column for editing individual surveys
+
+Define data collection instruments:
+- **Survey list** — add/edit/delete/reorder observation questionnaires
+- **Schedule per survey** — when each survey appears (time windows, reminders)
+
+When editing a single survey (`/studies/:studyId/edit/measurements/:measurementId`):
+- **Left column:** `MeasurementSurveyFormView` — title, intro text, questions, schedule
+- **Right column:** `SurveyPreview` — live preview of the questionnaire
+
+Questions support all types: boolean, choice (single/multi), scale, annotated scale, visual analogue, free text, image capture, audio recording, Fitbit data, and pain mapping.
+
+Sub-controller: `MeasurementSurveyFormViewModel`, `QuestionFormController`
+
+---
+
+## Reports Tab
+
+**Route:** `/studies/:studyId/edit/reports`
+**Widget:** `StudyDesignReportsFormView`
+**File:** `designer_v2/lib/features/design/reports/reports_form_view.dart`
+**Controller:** `ReportsFormViewModel` (`designer_v2/lib/features/design/reports/reports_form_controller.dart`)
+**Layout:** Single column (narrow)
+
+Configure how results are presented to participants:
+- **Report sections** — add/edit/delete/reorder analysis sections
+- **Section types:** Average, Descriptive Statistics, Linear Regression, Gauge Comparison, Textual Summary
+- Each section references a specific measurement and data property
+
+Sub-controller: `ReportItemFormController`
+
+---
+
+## Fitbit Credentials Tab
+
+**Route:** `/studies/:studyId/edit/fitbitCredentials`
+**Widget:** `StudyDesignFitbitCredentialsFormView`
+**File:** `designer_v2/lib/features/design/fitbit/fitbit_credentials_form_view.dart`
+**Controller:** `FitbitCredentialsFormController`
+**Layout:** Single column (narrow)
+
+Configure Fitbit wearable integration (only editable in Draft status):
+- **Client ID** — from Fitbit developer portal
+- **Client Secret** — OAuth secret
+- **Redirect URI** — callback URL
+
+:::warning
+Fitbit credentials can only be changed while the study is in `draft` status. Once published, the credentials are locked to protect ongoing participant data collection.
+:::
diff --git a/docs/06-development/05-designer-reference/03-management-screens.mdx b/docs/06-development/05-designer-reference/03-management-screens.mdx
new file mode 100644
index 00000000..51150e65
--- /dev/null
+++ b/docs/06-development/05-designer-reference/03-management-screens.mdx
@@ -0,0 +1,97 @@
+---
+sidebar_position: 3
+title: Management Screens
+description: Test, Recruit, Monitor, and Analyze screens in the StudyU Designer
+---
+
+# Management Screens
+
+The management screens handle the operational lifecycle of a running study: testing before launch, recruiting participants, tracking engagement, and exporting data.
+
+## Test Screen
+
+**Route:** `/studies/:studyId/test`
+**Widget:** `StudyTestScreen`
+**File:** `designer_v2/lib/features/study/study_test_page.dart`
+
+Preview the study as a participant would see it:
+- Launches the participant app in an embedded frame (preview mode)
+- Select which intervention to preview
+- Validates study configuration before allowing test
+- Runs study validation checks
+
+---
+
+## Recruit Screen
+
+**Route:** `/studies/:studyId/recruit`
+**Widget:** `StudyRecruitScreen`
+**File:** `designer_v2/lib/features/recruit/study_recruit_page.dart`
+**Controller:** `StudyRecruitController` (`designer_v2/lib/features/recruit/study_recruit_controller.dart`)
+
+Manage participant recruitment (invite-only studies):
+- **Invite code table** — list of generated codes
+- **Create code** — generate new invite codes, optionally pre-assign interventions
+- **Copy/share** — copy code for distribution
+- **Enrollment tracking** — participant count per code
+- **Delete/revoke** — remove unused codes
+
+Sub-form: `InviteCodeFormController`
+
+---
+
+## Monitor Screen
+
+**Route:** `/studies/:studyId/monitor`
+**Widget:** `StudyMonitorScreen`
+**File:** `designer_v2/lib/features/monitor/study_monitor_page.dart`
+
+Track participant engagement:
+- **Summary statistics** — active, inactive, dropout, completed counts
+- **Participant table** — enrollment date, last activity, current phase, progress
+- **Detail sidesheet** — click a participant to see full progress details
+- **Status categories:**
+  - Active — currently engaged and on schedule
+  - Inactive — enrolled but not responding
+  - Dropout — explicitly withdrew
+  - Completed — finished all study phases
+
+The monitor uses computed database functions (`active_subject_count()`, `study_missed_days()`) to display participant activity without client-side computation. See [Database Reference: Schema](../08-database-reference/01-schema.mdx) for the full list.
+
+---
+
+## Analyze Screen
+
+**Route:** `/studies/:studyId/analyze`
+**Widget:** `StudyAnalyzeScreen`
+**File:** `designer_v2/lib/features/analyze/study_analyze_page.dart`
+**Controller:** `StudyAnalyzeController` (`designer_v2/lib/features/analyze/study_analyze_controller.dart`)
+
+Export study data:
+- **Export button** — download data as CSV
+- Only enabled when the study has participant data
+- Shows status banner for draft studies
+
+---
+
+## Study Settings Dialog
+
+**Route:** `/studies/:studyId/settings`
+**Widget:** `StudySettingsDialog`
+**File:** `designer_v2/lib/features/study/settings/study_settings_dialog.dart`
+
+Modal dialog for study visibility:
+- **Publish to registry** — toggle to list in the public study registry
+- **Publish results** — toggle to make results publicly accessible
+
+---
+
+## Account Settings Dialog
+
+**Route:** `/settings`
+**Widget:** `AccountSettingsDialog`
+**File:** `designer_v2/lib/features/account/account_settings.dart`
+
+Modal dialog for user account:
+- **Language picker** — switch locale
+- **Change password** — current password, new password, confirm
diff --git a/docs/06-development/05-designer-reference/04-form-architecture.mdx b/docs/06-development/05-designer-reference/04-form-architecture.mdx
new file mode 100644
index 00000000..ab99679a
--- /dev/null
+++ b/docs/06-development/05-designer-reference/04-form-architecture.mdx
@@ -0,0 +1,86 @@
+---
+sidebar_position: 4
+title: Form Architecture
+description: Auto-save pattern, FormViewModel structure, and common view components
+---
+
+# Form Architecture
+
+All design screens follow a consistent pattern: `reactive_forms` `FormGroup` instances managed by Riverpod providers, with debounced auto-save to Supabase.
+
+## Form pattern
+
+```mermaid
+flowchart LR
+    subgraph "View Layer"
+        PAGE["Page Widget<br/>(ConsumerWidget)"]
+        FORM_VIEW["Form View<br/>(ReactiveForm)"]
+        CONTROLS["Form Controls<br/>(text fields, dropdowns,<br/>arrays, pickers)"]
+    end
+
+    subgraph "State Layer"
+        VM["FormViewModel<br/>(Riverpod Provider)"]
+        FORM_GROUP["FormGroup<br/>(reactive_forms)"]
+        VALIDATION["Validators<br/>(required, max length, etc.)"]
+    end
+
+    subgraph "Data Layer"
+        REPO["Repository<br/>(StudyRepository)"]
+        API["StudyUApiClient"]
+        SUPA["Supabase"]
+    end
+
+    PAGE --> FORM_VIEW
+    FORM_VIEW --> CONTROLS
+    CONTROLS -->|"user input"| FORM_GROUP
+    VM --> FORM_GROUP
+    VM --> VALIDATION
+    FORM_GROUP -->|"debounced<br/>auto-save<br/>(1000ms)"| REPO
+    REPO --> API
+    API --> SUPA
+
+    style VM fill:#FFB74D,color:#000
+    style FORM_GROUP fill:#FFB74D,color:#000
+```
+
+**Key architectural points:**
+- Forms auto-save on change with 1000ms debounce — no explicit "Save" button needed
+- A `SyncIndicator` widget shows the current save status (saving, saved, error)
+- `FormViewModel` classes manage `FormGroup` / `FormArray` instances from the `reactive_forms` package
+- Each design tab has its own form controller that maps between the `Study` domain model and reactive form state
+- Two-column layouts (for editing interventions and surveys) show the form on the left and a live preview on the right
+
+---
+
+## Common view components
+
+| Component | File | Purpose |
+|---|---|---|
+| `SingleColumnLayout` | `designer_v2/lib/common_views/layout_single_column.dart` | Configurable widths: narrow, wide, stretched, split |
+| `TwoColumnLayout` | `designer_v2/lib/common_views/layout_two_column.dart` | Side-by-side layout for form + preview (7:8 flex ratio) |
+| `FormScaffold` | `designer_v2/lib/common_views/form_scaffold.dart` | Form wrapper with app bar, action buttons, unsaved changes dialog |
+| `FormTableLayout` | `designer_v2/lib/common_views/form_table_layout.dart` | Label + input pair layout for consistent form alignment |
+| `AsyncValueWidget` | `designer_v2/lib/common_views/async_value_widget.dart` | Handles loading / error / data states for async providers |
+| `EmptyBody` | `designer_v2/lib/common_views/empty_body.dart` | Placeholder when lists are empty (icon + title + description) |
+| `Banner` / `BannerBox` | `designer_v2/lib/common_views/banner.dart` | Info/warning messages (e.g., "Study is in draft") |
+| `SyncIndicator` | `designer_v2/lib/common_views/sync_indicator.dart` | Visual save status feedback |
+| `Sidesheet` | `designer_v2/lib/common_views/sidesheet/sidesheet.dart` | Slide-in panel for detail views (e.g., participant details) |
+
+---
+
+## Two-column layout
+
+The interventions and measurements tabs use `TwoColumnLayout` when editing a single item. The flex ratio is 7:8 (form:preview).
+
+```
+┌─────────────────────────┬──────────────────────────────┐
+│  Form (7 parts)         │  Live Preview (8 parts)      │
+│                         │                              │
+│  Title field            │  [Renders the intervention   │
+│  Description field      │   or survey exactly as it    │
+│  Task list              │   appears in the app]        │
+│  Schedule config        │                              │
+└─────────────────────────┴──────────────────────────────┘
+```
+
+This allows researchers to see the participant-facing result of their configuration in real time while editing.
diff --git a/docs/06-development/05-designer-reference/_category_.json b/docs/06-development/05-designer-reference/_category_.json
new file mode 100644
index 00000000..83fb32a7
--- /dev/null
+++ b/docs/06-development/05-designer-reference/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "Designer Reference",
+  "position": 5,
+  "description": "Researcher app navigation, design tabs, management screens, and form patterns"
+}
diff --git a/docs/06-development/06-local-setup/01-prerequisites.mdx b/docs/06-development/06-local-setup/01-prerequisites.mdx
new file mode 100644
index 00000000..4e6b004c
--- /dev/null
+++ b/docs/06-development/06-local-setup/01-prerequisites.mdx
@@ -0,0 +1,46 @@
+---
+sidebar_position: 1
+title: Prerequisites
+description: Tools to install before setting up StudyU for local development
+---
+
+# Prerequisites
+
+Install these tools before following any setup steps. Version requirements are strict where noted.
+
+| Tool | Version | Why needed | Install |
+|---|---|---|---|
+| FVM (Flutter Version Manager) | Latest | Pins Flutter to 3.38.1 per `.fvmrc` | `brew install fvm` or [fvm.app](https://fvm.app) |
+| Flutter | **3.38.1** (via FVM) | App and Designer are Flutter web apps | Managed by FVM — do not install manually |
+| Dart SDK | &gt;=3.5.0 &lt;4.0.0 | Comes bundled with Flutter via FVM | — |
+| Docker Desktop | Latest | Supabase CLI uses Docker for all local services | [docker.com](https://www.docker.com/products/docker-desktop/) |
+| Supabase CLI | Latest | Runs local Postgres + Auth + Storage stack | `brew install supabase/tap/supabase` |
+| Melos | Latest | Monorepo bootstrapping and script runner | `dart pub global activate melos` |
+| Node.js | >=18 (optional) | Only needed if developing Edge Functions | [nodejs.org](https://nodejs.org) |
+
+:::warning
+Do not install Flutter via `brew` or the system package manager. FVM manages the Flutter version for this project. Installing Flutter independently and adding it to `PATH` will cause `melos` to use the wrong SDK version.
+:::
+
+:::warning
+Docker Desktop must be running before you execute `supabase start`. If Docker is not running, the command will fail immediately with a socket connection error.
+:::
+
+## Verify your environment
+
+After installing, confirm these commands resolve correctly:
+
+```bash
+fvm --version
+docker info
+supabase --version
+dart pub global list | grep melos
+```
+
+If `melos` is not found after `dart pub global activate melos`, add the pub cache bin directory to your PATH:
+
+```bash
+export PATH="$PATH:$HOME/.pub-cache/bin"
+```
+
+Add this export to your shell profile (`.zshrc` or `.bashrc`) so it persists across terminal sessions.
diff --git a/docs/06-development/06-local-setup/02-clone-and-bootstrap.mdx b/docs/06-development/06-local-setup/02-clone-and-bootstrap.mdx
new file mode 100644
index 00000000..b9fd0a64
--- /dev/null
+++ b/docs/06-development/06-local-setup/02-clone-and-bootstrap.mdx
@@ -0,0 +1,66 @@
+---
+sidebar_position: 2
+title: Clone and Bootstrap
+description: Clone the repository, install the pinned Flutter SDK, and link all packages
+---
+
+# Clone and Bootstrap
+
+After this step you will have all Dart packages linked and ready to compile.
+
+## Clone the repository
+
+```bash
+git clone https://github.com/hpi-studyu/studyu.git
+cd studyu
+```
+
+## Install the pinned Flutter SDK
+
+```bash
+fvm install
+```
+
+FVM reads `.fvmrc` at the repo root, which specifies `"flutter": "3.38.1"`. This command downloads and caches that exact SDK under `.fvm/flutter_sdk/`. The download is ~600 MB on first run.
+
+## Set the SDK path for Melos
+
+```bash
+export MELOS_SDK_PATH=.fvm/flutter_sdk
+```
+
+:::note
+Melos needs this environment variable to find the correct Flutter SDK when running scripts. Add it to your shell profile (`.zshrc`, `.bashrc`) so it is set automatically in every terminal session, or your `melos run` commands will use whatever `flutter` is on your system `PATH`.
+:::
+
+## Bootstrap the monorepo
+
+```bash
+melos bootstrap
+```
+
+This links the four packages to each other (so `app` can import `core` as a path dependency), then runs `flutter pub get` in each package. It also generates IDE run configurations for Android Studio and VS Code.
+
+## Initialize the root project
+
+```bash
+dart pub get
+```
+
+This installs the root-level dev dependencies, which include the lint configuration that applies consistently across all packages.
+
+## Setup flow
+
+```mermaid
+flowchart TD
+    A([Start]) --> B[git clone]
+    B --> C[fvm install\ndownloads Flutter 3.38.1]
+    C --> D[export MELOS_SDK_PATH\n=.fvm/flutter_sdk]
+    D --> E[melos bootstrap\nlinks packages + pub get]
+    E --> F[dart pub get\nroot lint dependencies]
+    F --> G{Need local\nbackend?}
+    G -->|Yes| H[Proceed to Step 2\nSupabase setup]
+    G -->|No, use dev/prod env| I[Skip to Step 3\nRun apps with .env.dev]
+```
+
+Continue to [Local Supabase](./03-local-supabase.mdx) to start the local backend.
diff --git a/docs/06-development/06-local-setup/03-local-supabase.mdx b/docs/06-development/06-local-setup/03-local-supabase.mdx
new file mode 100644
index 00000000..d8cb82f8
--- /dev/null
+++ b/docs/06-development/06-local-setup/03-local-supabase.mdx
@@ -0,0 +1,107 @@
+---
+sidebar_position: 3
+title: Local Supabase
+description: Start Docker, run supabase start, and understand the seeded test data
+---
+
+# Local Supabase
+
+After this step you will have a fully functional Supabase stack running locally, seeded with test data.
+
+## Copy the local environment template
+
+```bash
+cp flutter_common/lib/envs/.env.local.example flutter_common/lib/envs/.env.local
+```
+
+This creates `flutter_common/lib/envs/.env.local`, which the apps read when you pass `--dart-define=STUDYU_ENV=.env.local`. The file contains the default local Supabase URL and the anonymous key that the Supabase CLI uses. Do not commit this file — it is already in `.gitignore`.
+
+## Start the Supabase stack
+
+```bash
+supabase start
+```
+
+This starts all Docker containers defined in `supabase/config.toml`. On first run it pulls images (~2 GB). Subsequent starts take ~10–15 seconds.
+
+When the command completes, it prints the local API URL and the `anon` key. These values match what is already in `.env.local.example`, so no editing is needed for a standard setup.
+
+## Verify the stack is running
+
+Open [http://localhost:54323](http://localhost:54323) in a browser. You should see the Supabase Studio dashboard connected to your local PostgreSQL instance.
+
+## Local service ports
+
+| Service | Port | URL |
+|---|---|---|
+| REST API (PostgREST) | 8082 | `http://127.0.0.1:8082` |
+| PostgreSQL 15 | 54322 | `postgresql://postgres:postgres@127.0.0.1:54322/postgres` |
+| Supabase Studio | 54323 | `http://localhost:54323` |
+| Inbucket (email testing) | 54324 | `http://localhost:54324` |
+| Edge Functions runtime | 8083 | Chrome DevTools inspector |
+
+## Stop the stack
+
+```bash
+supabase stop
+```
+
+Data is persisted in Docker volumes between stops and starts. To stop and discard all data:
+
+```bash
+supabase stop --no-backup
+```
+
+---
+
+## Database seeding
+
+The local database is automatically seeded when you run `supabase start` (for the first time) or `supabase db reset`.
+
+### How seeding works
+
+```mermaid
+flowchart TD
+    A([supabase start\nor supabase db reset]) --> B[Run migrations in order]
+    B --> C[0000000000001_studyu-schema.sql\nCreates public schema tables]
+    C --> D[0000000000002_mockup-schema.sql\nCreates mockup schema\nwith helper functions]
+    D --> E[Run seed.sql]
+    E --> F[INSERT app_config\nversion · privacy URLs · analytics]
+    F --> G[mockup.create_user\nuser1@studyu.health / user1pass\nInserts into auth.users with bcrypt hash]
+    G --> H[INSERT study\nPublic demo study of user1\nwith full protocol definition]
+    H --> I([Database ready])
+```
+
+### What the mockup schema provides
+
+Migration `0000000000002_mockup-schema.sql` creates a `mockup` schema with two helper functions used only in seeding and testing:
+
+| Function | Purpose |
+|---|---|
+| `mockup.create_user(email, password)` | Creates a user in `auth.users` with a properly bcrypt-hashed password. Returns the new user's UUID. |
+| `mockup.get_user(email)` | Retrieves a user record from `auth.users` by email. |
+
+These functions exist because `auth.users` is not directly accessible via the PostgREST API and requires special handling for password hashing.
+
+### What the seed data contains
+
+`supabase/seed.sql` populates the database with:
+
+- **`app_config`** — minimum app version (`2.6.0`), placeholder privacy/terms URLs, disabled analytics
+- **Test user** — `user1@studyu.health` / `user1pass`
+- **Demo study** — "Public demo study of user1" with a complete protocol:
+  - 3 eligibility questionnaire items (back pain history, pregnancy status, critical conditions checklist)
+  - 3 eligibility criteria rules derived from those items
+  - 1 daily observation (pain VAS 0–10, painkillers boolean, sleep VAS 0–10, mood annotated scale)
+  - 3 interventions: Willow-Bark tea, Arnika gel, Warming Pad — each with a checkmark task
+  - 6 consent items covering need, risks, data handling, issues, rights, and future research
+  - Schedule: alternating sequence (AB), 7-day phases, 2 cycles, with a baseline period
+  - Report: average pain score as the primary outcome
+
+### Reset the database
+
+```bash
+supabase db reset
+```
+
+This drops and recreates the database, re-runs all migrations, and re-runs `seed.sql`. Use this whenever you want a clean slate or after pulling migration changes from the remote.
diff --git a/docs/06-development/06-local-setup/04-running-apps.mdx b/docs/06-development/06-local-setup/04-running-apps.mdx
new file mode 100644
index 00000000..4afd54b2
--- /dev/null
+++ b/docs/06-development/06-local-setup/04-running-apps.mdx
@@ -0,0 +1,56 @@
+---
+sidebar_position: 4
+title: Running the Apps
+description: Start the participant app and Designer locally using melos run commands
+---
+
+# Running the Apps
+
+Each app runs as a Flutter web app in Chrome on a fixed port.
+
+## Run both apps (local environment)
+
+Open two terminal windows:
+
+```bash
+# Terminal 1 — Participant app on http://localhost:8080
+melos run local:app
+```
+
+```bash
+# Terminal 2 — Designer on http://localhost:8081
+melos run local:designer_v2
+```
+
+## Test credentials
+
+The Designer command includes pre-set credentials for the test user seeded in the local database:
+
+| Field | Value |
+|---|---|
+| Email | `user1@studyu.health` |
+| Password | `user1pass` |
+| `AUTO_LOGIN` | `false` (set to `true` to skip the login screen) |
+
+## All run modes
+
+| Command | Environment | App | Port |
+|---|---|---|---|
+| `melos run local:app` | Local Supabase | App | 8080 |
+| `melos run local:designer_v2` | Local Supabase | Designer | 8081 |
+| `melos run dev:app` | Development database | App | 8080 |
+| `melos run dev:designer_v2` | Development database | Designer | 8081 |
+| `melos run app` | Production database | App | 8080 |
+| `melos run designer_v2` | Production database | Designer | 8081 |
+
+:::warning
+Do not use `melos run app` or `melos run designer_v2` (production environment) for development work. Use local or dev environments only. Mistakes against the production database affect real study data.
+:::
+
+## App URLs after startup
+
+| App | URL |
+|---|---|
+| StudyU App | `http://localhost:8080` |
+| StudyU Designer | `http://localhost:8081` |
+| Supabase Studio | `http://localhost:54323` |
diff --git a/docs/06-development/06-local-setup/05-environment-config.mdx b/docs/06-development/06-local-setup/05-environment-config.mdx
new file mode 100644
index 00000000..98b241ad
--- /dev/null
+++ b/docs/06-development/06-local-setup/05-environment-config.mdx
@@ -0,0 +1,75 @@
+---
+sidebar_position: 5
+title: Environment Configuration
+description: How .env files work, what variables they contain, and how to switch environments
+---
+
+# Environment Configuration
+
+Environment files control which Supabase instance the apps connect to. This is the mechanism that switches between local, development, and production backends without recompiling.
+
+## How environment selection works
+
+```mermaid
+flowchart LR
+    A["flutter run\n--dart-define=STUDYU_ENV=.env.local"] --> B["EnvLoader reads\nflutter_common/lib/envs/\n<STUDYU_ENV>"]
+    B --> C{File found?}
+    C -->|Yes| D[Load variables\nfrom file]
+    C -->|No| E[Fall back to\n.env production]
+    D --> F[App connects to\nspecified Supabase instance]
+    E --> F
+```
+
+## Environment files
+
+All files live in `flutter_common/lib/envs/`:
+
+| File | Backend | When to use |
+|---|---|---|
+| `.env` | Production | Default when no `STUDYU_ENV` is specified |
+| `.env.dev` | Development database | Day-to-day development against shared dev data |
+| `.env.local` | Local Docker Supabase | Local development and feature work with seeded data |
+| `.env.local.example` | — | Template for `.env.local` — committed to git |
+
+:::note
+`.env` and `.env.dev` are committed to git because they contain only public configuration (Supabase URLs and anonymous keys — not secrets). `.env.local` is gitignored because each developer generates it locally from the template.
+:::
+
+## Environment variables
+
+```bash
+# URL of the Supabase instance (comma-separated list supports failover)
+STUDYU_SUPABASE_URLS=http://127.0.0.1:8082
+
+# Public anonymous key — safe to expose in client code
+STUDYU_SUPABASE_PUBLIC_ANON_KEY=<anon key from supabase start output>
+
+# Optional: URL of the study protocol generator service
+STUDYU_PROJECT_GENERATOR_URL=
+
+# URLs used for deep links and redirects
+STUDYU_APP_URL=http://localhost:8080/
+STUDYU_DESIGNER_URL=http://localhost:8081/
+```
+
+## Selecting an environment at runtime
+
+Pass the filename (not the full path) as `STUDYU_ENV`:
+
+```bash
+# Use local Supabase
+flutter run -d chrome --web-port 8080 --dart-define=STUDYU_ENV=.env.local
+
+# Use development backend
+flutter run -d chrome --web-port 8080 --dart-define=STUDYU_ENV=.env.dev
+```
+
+The `melos run local:*` and `melos run dev:*` scripts do this for you automatically.
+
+## URL failover
+
+The `STUDYU_SUPABASE_URLS` variable accepts a comma-separated list of URLs. On initialization, the app attempts to connect to each URL sequentially (5-second timeout per attempt), validates the connection by querying the `app_config` table, and uses the first working URL.
+
+This provides resilience against individual instance outages in multi-instance production deployments.
+
+**Implementation:** `flutter_common/lib/src/utils/env_loader.dart`
diff --git a/docs/06-development/06-local-setup/06-code-generation.mdx b/docs/06-development/06-local-setup/06-code-generation.mdx
new file mode 100644
index 00000000..0e6024e1
--- /dev/null
+++ b/docs/06-development/06-local-setup/06-code-generation.mdx
@@ -0,0 +1,50 @@
+---
+sidebar_position: 6
+title: Code Generation
+description: When and how to regenerate build_runner output after model changes
+---
+
+# Code Generation
+
+The `core` package uses `json_serializable` and `build_runner` to generate JSON serialization code. If you change any model class in `core/`, you must regenerate before the change is usable by `app` or `designer_v2`.
+
+## Why generated files are committed to git
+
+Normally, generated `*.g.dart` files are excluded from version control. StudyU commits them because `core` is a path dependency imported by the other packages — those packages need the generated files to be present at import time without running code generation themselves.
+
+## Regenerate after model changes
+
+```bash
+melos run generate
+```
+
+This runs `dart run build_runner build --delete-conflicting-outputs` in the `core` and `designer_v2` packages. Stage and commit the resulting `*.g.dart` changes alongside your model changes.
+
+:::warning
+If you edit a model in `core/` and run the apps without regenerating, you will get compile errors in `app` and `designer_v2` about missing or mismatched serialization methods.
+:::
+
+## When to regenerate
+
+You must run `melos run generate` whenever you:
+
+- Add a new field to a model class in `core/`
+- Change the type of an existing field
+- Add or modify a `@JsonKey` annotation
+- Create a new model class with `@JsonSerializable`
+- Modify an enum that is used in a model
+
+You do **not** need to regenerate for:
+- Changes to non-model Dart files
+- UI changes in `app/` or `designer_v2/`
+- Configuration changes in `.env` files
+
+## After pulling from remote
+
+If someone else changed a model and committed updated `*.g.dart` files, you may get conflicts after pulling. If the generated files conflict with uncommitted local changes:
+
+```bash
+git stash
+melos run generate
+git stash pop
+```
diff --git a/docs/06-development/06-local-setup/_category_.json b/docs/06-development/06-local-setup/_category_.json
new file mode 100644
index 00000000..9c2702c9
--- /dev/null
+++ b/docs/06-development/06-local-setup/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "Local Setup",
+  "position": 6,
+  "description": "Set up StudyU for local development from scratch"
+}
diff --git a/docs/06-development/07-development-workflow/01-edit-build-test.mdx b/docs/06-development/07-development-workflow/01-edit-build-test.mdx
new file mode 100644
index 00000000..49c8bbfb
--- /dev/null
+++ b/docs/06-development/07-development-workflow/01-edit-build-test.mdx
@@ -0,0 +1,50 @@
+---
+sidebar_position: 1
+title: Edit-Build-Test Cycle
+description: Daily development workflow and quality commands
+---
+
+# Edit-Build-Test Cycle
+
+## Typical workflow
+
+```mermaid
+flowchart TD
+    A([Checkout feature branch]) --> B[Edit code]
+    B --> C{Changed core\nmodels?}
+    C -->|Yes| D[melos run generate\nregenerate *.g.dart]
+    C -->|No| E[melos run qualitycheck\nformat + analyze]
+    D --> E
+    E --> F{Errors?}
+    F -->|Yes| G[Fix errors]
+    G --> E
+    F -->|No| H[melos run test]
+    H --> I{Tests pass?}
+    I -->|No| J[Fix tests]
+    J --> B
+    I -->|Yes| K[Commit with conventional commit message]
+    K --> L[Open PR against dev branch]
+```
+
+## Quality commands
+
+Run these from the repo root. All scripts are defined in `pubspec.yaml` under `melos.scripts`.
+
+| Command | What it does |
+|---|---|
+| `melos format` | Formats all Dart files using `dart format` |
+| `melos run fix` | Applies auto-fixable lint errors with `dart fix --apply` |
+| `melos run test` | Runs `flutter test` in every package that has a `test/` directory |
+| `melos run generate` | Regenerates `*.g.dart` files in `core` and `designer_v2` |
+| `melos run qualitycheck` | Runs format → generate → `flutter analyze` in sequence |
+| `melos run reset` | Full clean reset: `git clean`, `melos clean`, `flutter clean`, `melos bootstrap` |
+| `melos run outdated` | Lists outdated dependencies in all packages |
+| `melos run upgrade` | Upgrades all dependencies and re-bootstraps |
+
+Run `melos run qualitycheck` before opening a pull request. It is the closest equivalent to what CI checks.
+
+## Branch strategy
+
+- Base feature branches on `dev`, not `main`
+- Open pull requests against `dev`
+- `main` receives merges from `dev` on release
diff --git a/docs/06-development/07-development-workflow/02-coding-conventions.mdx b/docs/06-development/07-development-workflow/02-coding-conventions.mdx
new file mode 100644
index 00000000..aaaecc2a
--- /dev/null
+++ b/docs/06-development/07-development-workflow/02-coding-conventions.mdx
@@ -0,0 +1,50 @@
+---
+sidebar_position: 2
+title: Coding Conventions
+description: Dart style, commit message format, and branch strategy
+---
+
+# Coding Conventions
+
+## Dart style
+
+- Follow [Effective Dart](https://dart.dev/guides/language/effective-dart) style guidelines
+- Run `melos format` before every commit — CI will reject unformatted code
+- Run `dart analyze` (or `melos run qualitycheck`) — CI will reject code with analysis warnings
+- Generated files (`*.g.dart`) must be committed with the model changes that produced them
+- Do not add `dart-define` values or secrets to committed `.env` files
+- Prefer the `dev` backend over production for all development and testing
+
+## Commit message format
+
+This project uses [Conventional Commits](https://www.conventionalcommits.org):
+
+```
+feat(designer): add eligibility criteria builder
+fix(app): correct phase duration calculation
+chore: upgrade melos to 7.3.0
+docs: update local setup instructions
+```
+
+**Types:** `feat`, `fix`, `chore`, `docs`, `test`, `refactor`, `ci`
+
+**Scope** (optional) should be the package or feature area: `app`, `designer`, `core`, `flutter_common`, `database`.
+
+## Branch strategy
+
+- Base feature branches on `dev`, not `main`
+- Open pull requests against `dev`
+- `main` receives merges from `dev` on release
+
+## Generated files policy
+
+All `*.g.dart` files generated by `build_runner` must be committed together with the model changes that produced them. This is because `core` is a path dependency — the other packages cannot import it without the generated files being present on disk.
+
+Do not commit generated files as a separate commit from the model changes. Stage them together:
+
+```bash
+# After melos run generate
+git add core/lib/src/models/  # model changes
+git add core/lib/src/models/  # *.g.dart files (same directory)
+git commit -m "feat(core): add new field to Study model"
+```
diff --git a/docs/06-development/07-development-workflow/03-ide-setup.mdx b/docs/06-development/07-development-workflow/03-ide-setup.mdx
new file mode 100644
index 00000000..e9a9e46b
--- /dev/null
+++ b/docs/06-development/07-development-workflow/03-ide-setup.mdx
@@ -0,0 +1,37 @@
+---
+sidebar_position: 3
+title: IDE Setup
+description: Android Studio and VS Code configuration for StudyU development
+---
+
+# IDE Setup
+
+## Android Studio
+
+1. Open the repo root folder (`studyu/`) as a project.
+2. Go to **Settings → Languages & Frameworks → Flutter**.
+3. Set **Flutter SDK path** to `<path to studyu>/.fvm/flutter_sdk`.
+4. Set **Dart SDK path** to `<path to studyu>/.fvm/flutter_sdk/bin/cache/dart-sdk`.
+5. After `melos bootstrap`, run configurations for `local:app`, `local:designer_v2`, and all Melos scripts appear in the run configuration dropdown.
+
+## VS Code
+
+1. Open the repo root folder.
+2. Follow the [FVM VS Code integration guide](https://fvm.app/documentation/guides/vscode) to point the Dart extension at `.fvm/flutter_sdk`.
+3. After `melos bootstrap`, launch configurations for all apps appear in `launch.json`.
+
+:::note
+If your IDE shows "Flutter SDK not found" after setup, verify that `.fvm/flutter_sdk` exists. If it is missing, run `fvm install` again from the repo root.
+:::
+
+## Recommended extensions
+
+**VS Code:**
+- Dart
+- Flutter
+- Flutter Intl (for localization support)
+
+**Android Studio:**
+- Dart
+- Flutter
+- Flutter Intl
diff --git a/docs/06-development/07-development-workflow/04-troubleshooting.mdx b/docs/06-development/07-development-workflow/04-troubleshooting.mdx
new file mode 100644
index 00000000..e85c685e
--- /dev/null
+++ b/docs/06-development/07-development-workflow/04-troubleshooting.mdx
@@ -0,0 +1,100 @@
+---
+sidebar_position: 4
+title: Troubleshooting
+description: Common issues and solutions for StudyU local development
+---
+
+# Troubleshooting
+
+## `melos: command not found`
+
+```bash
+dart pub global activate melos
+export PATH="$PATH:$HOME/.pub-cache/bin"
+```
+
+Add the `PATH` export to your shell profile so it persists.
+
+---
+
+## `melos run` uses the wrong Flutter version
+
+You need `MELOS_SDK_PATH` set:
+
+```bash
+export MELOS_SDK_PATH=.fvm/flutter_sdk
+```
+
+Verify with `melos run local:app` — if it still uses the system Flutter, check that `.fvm/flutter_sdk` symlink exists:
+
+```bash
+ls .fvm/
+```
+
+If `.fvm/flutter_sdk` is missing, run `fvm install` from the repo root.
+
+---
+
+## `supabase start` fails with "Cannot connect to the Docker daemon"
+
+Docker Desktop is not running. Start it from the application menu or:
+
+```bash
+open -a Docker
+```
+
+Wait for the Docker engine to fully start (the whale icon in the menu bar stops animating), then retry `supabase start`.
+
+---
+
+## `supabase start` hangs or fails on port conflict
+
+Another process is using one of the required ports (8082, 54322, 54323, 54324). Find and stop it:
+
+```bash
+lsof -i :54322
+```
+
+Or change the conflicting port in `supabase/config.toml` and update `.env.local` to match.
+
+---
+
+## App shows "Invalid API key" or fails to connect to Supabase
+
+The `anon` key in `flutter_common/lib/envs/.env.local` does not match your running Supabase instance. Run `supabase status` to print the current keys and update `.env.local` accordingly.
+
+If you ran `supabase db reset` after a fresh start, the keys remain the same and do not need updating.
+
+---
+
+## Core compile errors after pulling from remote
+
+Someone changed a model in `core/` and committed updated `*.g.dart` files. Pull and run:
+
+```bash
+melos run generate
+```
+
+If the generated files conflict with uncommitted local changes, stash first:
+
+```bash
+git stash
+melos run generate
+git stash pop
+```
+
+---
+
+## `flutter analyze` reports errors in generated files
+
+Generated files occasionally contain analyzer hints. These are safe to ignore if they only appear in `*.g.dart` files. If `melos run qualitycheck` fails because of them, check whether `analysis_options.yaml` at the root already excludes generated files — if not, that is a bug worth raising.
+
+---
+
+## App loads but shows a blank screen
+
+Check the browser console (F12 → Console) for JavaScript errors. Common causes:
+
+- **CORS error** — the Supabase URL in `.env.local` is wrong or the local stack is not running
+- **Missing environment variable** — `STUDYU_ENV` was not passed to the `flutter run` command
+- **Outdated app version** — `app_config.app_min_version` in the database is higher than the running app version
diff --git a/docs/06-development/07-development-workflow/_category_.json b/docs/06-development/07-development-workflow/_category_.json
new file mode 100644
index 00000000..cd113aa3
--- /dev/null
+++ b/docs/06-development/07-development-workflow/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "Development Workflow",
+  "position": 7,
+  "description": "Daily workflow, coding conventions, IDE setup, and troubleshooting"
+}
diff --git a/docs/06-development/08-database-reference/01-schema.mdx b/docs/06-development/08-database-reference/01-schema.mdx
new file mode 100644
index 00000000..26ed2c9d
--- /dev/null
+++ b/docs/06-development/08-database-reference/01-schema.mdx
@@ -0,0 +1,232 @@
+---
+sidebar_position: 1
+title: Schema
+description: Tables, columns, types, and computed functions in the StudyU PostgreSQL database
+---
+
+# Database Schema
+
+The StudyU database runs PostgreSQL 15 via Supabase. There are 8 primary tables and a `mockup` schema used only for seeding.
+
+## Table overview
+
+```mermaid
+erDiagram
+    study {
+        uuid id PK
+        uuid user_id FK
+        text title
+        text description
+        enum status "draft | running | closed"
+        enum participation "open | invite"
+        enum result_sharing "public | private | organization"
+        jsonb interventions
+        jsonb observations
+        jsonb schedule
+        jsonb questionnaire
+        jsonb eligibility_criteria
+        jsonb consent
+        jsonb report_specification
+        jsonb results
+        jsonb contact
+        text_arr collaborator_emails
+        bool registry_published
+        timestamp created_at
+        timestamp updated_at
+    }
+
+    study_subject {
+        uuid id PK
+        uuid study_id FK
+        uuid user_id FK
+        timestamp started_at
+        text_arr selected_intervention_ids
+        text invite_code
+        bool is_deleted
+    }
+
+    subject_progress {
+        uuid id PK
+        uuid study_id FK
+        uuid user_id FK
+        text taskId
+        jsonb result
+        timestamp taskInstanceUTC
+    }
+
+    study_invite {
+        text code PK
+        uuid study_id FK
+        text_arr preselected_intervention_ids
+    }
+
+    app_config {
+        text id PK
+        jsonb app_min_version
+        jsonb app_privacy
+        jsonb app_terms
+        jsonb designer_privacy
+        jsonb designer_terms
+        jsonb imprint
+        jsonb contact
+        jsonb analytics
+    }
+
+    users {
+        uuid id PK
+        text email
+        jsonb preferences
+    }
+
+    repo {
+        uuid id PK
+        uuid study_id FK
+        text url
+        enum git_provider "gitlab"
+    }
+
+    study_fitbit_credentials {
+        uuid study_id PK
+        text oauth_tokens
+    }
+
+    study ||--o{ study_subject : "participants"
+    study ||--o{ study_invite : "invite codes"
+    study ||--o| repo : "code repository"
+    study ||--o| study_fitbit_credentials : "fitbit config"
+    study_subject ||--o{ subject_progress : "task completions"
+```
+
+---
+
+## `study` table
+
+The aggregate root. Most of the study protocol is stored as JSONB columns.
+
+| Column | Type | Nullable | Default | Description |
+|---|---|---|---|---|
+| `id` | `uuid` | No | `gen_random_uuid()` | Primary key |
+| `user_id` | `uuid` | No | — | Owner's auth user ID (FK to `auth.users`) |
+| `title` | `text` | Yes | `null` | Study display name |
+| `description` | `text` | Yes | `''` | Free-text description |
+| `status` | `enum` | No | `'draft'` | `draft`, `running`, or `closed` |
+| `participation` | `enum` | No | `'invite'` | `open` or `invite` |
+| `result_sharing` | `enum` | No | `'private'` | `public`, `private`, or `organization` |
+| `interventions` | `jsonb` | No | `'[]'` | Array of `Intervention` objects |
+| `observations` | `jsonb` | No | `'[]'` | Array of `Observation` objects |
+| `schedule` | `jsonb` | No | `'{}'` | `StudySchedule` object |
+| `questionnaire` | `jsonb` | No | `'[]'` | Eligibility screening questions |
+| `eligibility_criteria` | `jsonb` | No | `'[]'` | `EligibilityCriterion` array |
+| `consent` | `jsonb` | No | `'[]'` | `ConsentItem` array |
+| `report_specification` | `jsonb` | No | `'{}'` | `ReportSpecification` object |
+| `results` | `jsonb` | No | `'[]'` | `StudyResult` array |
+| `contact` | `jsonb` | No | `'{}'` | `Contact` object |
+| `collaborator_emails` | `text[]` | No | `'{}'` | Array of researcher emails with edit access |
+| `registry_published` | `bool` | No | `false` | Whether visible in public registry |
+| `published` | `bool` | No | `false` | Deprecated — use `status` instead |
+| `icon_name` | `text` | No | `'accountHeart'` | Material icon identifier |
+| `created_at` | `timestamptz` | No | `now()` | Creation timestamp |
+| `updated_at` | `timestamptz` | No | `now()` | Last modification timestamp |
+
+---
+
+## `study_subject` table
+
+Enrollment record for a participant in a study.
+
+| Column | Type | Nullable | Description |
+|---|---|---|---|
+| `id` | `uuid` | No | Primary key |
+| `study_id` | `uuid` | No | FK to `study.id` |
+| `user_id` | `uuid` | No | FK to `auth.users.id` |
+| `started_at` | `timestamptz` | Yes | UTC timestamp when participant began |
+| `selected_intervention_ids` | `text[]` | No | The two intervention UUIDs assigned to this participant |
+| `invite_code` | `text` | Yes | Code used to join an invite-only study |
+| `is_deleted` | `bool` | No | Soft-delete flag (participant withdrew) |
+
+---
+
+## `subject_progress` table
+
+One row per task completion event.
+
+| Column | Type | Nullable | Description |
+|---|---|---|---|
+| `id` | `uuid` | No | Primary key |
+| `study_id` | `uuid` | No | FK to `study.id` |
+| `user_id` | `uuid` | No | FK to `auth.users.id` |
+| `taskId` | `text` | No | UUID of the completed task |
+| `result` | `jsonb` | No | `Result<QuestionnaireState>` or `Result<bool>` payload |
+| `taskInstanceUTC` | `timestamptz` | No | UTC timestamp of completion |
+
+:::note
+The primary key for `subject_progress` is effectively `(user_id, taskId, taskInstanceUTC)` — a participant can complete the same task multiple times across different days.
+:::
+
+---
+
+## `study_invite` table
+
+Invite codes for invite-only studies.
+
+| Column | Type | Nullable | Description |
+|---|---|---|---|
+| `code` | `text` | No | Primary key — the shareable code string |
+| `study_id` | `uuid` | No | FK to `study.id` |
+| `preselected_intervention_ids` | `text[]` | No | Optional pre-assignment of interventions to invitees |
+
+---
+
+## `app_config` table
+
+Global platform configuration. One row, read by all clients on startup.
+
+| Column | Type | Description |
+|---|---|---|
+| `id` | `text` | Primary key |
+| `app_min_version` | `jsonb` | `{"android": "2.6.0", "ios": "2.6.0"}` — forces app updates |
+| `app_privacy` | `jsonb` | `{"en": "url", "de": "url"}` — privacy policy URLs |
+| `app_terms` | `jsonb` | `{"en": "url", "de": "url"}` — terms of service URLs |
+| `designer_privacy` | `jsonb` | Same structure for designer app |
+| `designer_terms` | `jsonb` | Same structure for designer app |
+| `imprint` | `jsonb` | `{"en": "url", "de": "url"}` — legal imprint URLs |
+| `contact` | `jsonb` | `{"email": "...", "phone": "...", "website": "..."}` |
+| `analytics` | `jsonb` | `{"enabled": true, "dsn": "...", "samplingRate": 1.0}` — Sentry config |
+
+---
+
+## `users` table
+
+Researcher account preferences. Separate from `auth.users` (which GoTrue manages).
+
+| Column | Type | Description |
+|---|---|---|
+| `id` | `uuid` | Primary key — matches `auth.users.id` |
+| `email` | `text` | Researcher email |
+| `preferences` | `jsonb` | `{"lang": "en", "pinned_studies": ["uuid", ...]}` |
+
+---
+
+## Computed database functions
+
+These SQL functions are exposed via PostgREST as computed columns on the `study` table. They are called by the Designer's monitoring dashboard.
+
+| Function | Returns | Purpose |
+|---|---|---|
+| `study_participant_count()` | `int` | Count of non-deleted participants |
+| `study_ended_count()` | `int` | Count of completed participants |
+| `active_subject_count()` | `int` | Participants active within last 3 days |
+| `study_missed_days()` | `int` | Consecutive days with no activity |
+| `study_length()` | `int` | Total scheduled study duration in days |
+| `subject_current_day()` | `int` | Participant's current day in the study |
+
+---
+
+## `mockup` schema
+
+Used exclusively in seeding and testing. Contains two helper functions:
+
+| Function | Purpose |
+|---|---|
+| `mockup.create_user(email, password)` | Creates a user in `auth.users` with a bcrypt-hashed password. Returns the new user's UUID. |
+| `mockup.get_user(email)` | Retrieves a user record from `auth.users` by email. |
diff --git a/docs/06-development/08-database-reference/02-rls-policies.mdx b/docs/06-development/08-database-reference/02-rls-policies.mdx
new file mode 100644
index 00000000..54d72d63
--- /dev/null
+++ b/docs/06-development/08-database-reference/02-rls-policies.mdx
@@ -0,0 +1,90 @@
+---
+sidebar_position: 2
+title: RLS Policies
+description: Row Level Security rules and security helper functions
+---
+
+# Row Level Security (RLS)
+
+RLS is enabled on all tables. Every query is filtered by `auth.uid()` — the JWT's user ID. This means **the API cannot return data the user is not authorized to see**, regardless of what the client requests.
+
+## Access model overview
+
+```mermaid
+flowchart TD
+    REQ["API Request with JWT"] --> RLS{"RLS Policy Check"}
+
+    RLS -->|"Study table"| STUDY_RULES
+    RLS -->|"study_subject table"| SUBJECT_RULES
+    RLS -->|"user table"| USER_RULES
+
+    subgraph STUDY_RULES["Study Access Rules"]
+        S1["Owner? (user_id = auth.uid())"]
+        S2["Collaborator? (email in collaborator_emails)"]
+        S3["Public? (status = running/closed AND registry_published)"]
+        S4["Enrolled participant? (is_study_subject_of)"]
+    end
+
+    subgraph SUBJECT_RULES["Subject Access Rules"]
+        SB1["Own record? (user_id = auth.uid())"]
+        SB2["Study editor? (can_edit on parent study)"]
+        SB3["Public results? (has_results_public)"]
+    end
+
+    subgraph USER_RULES["User Access Rules"]
+        U1["Own record only (id = auth.uid())"]
+    end
+
+    style RLS fill:#FFCDD2,color:#000
+```
+
+## Policy table
+
+| Policy | Table | Operation | Rule |
+|---|---|---|---|
+| Editors can do everything | `study` | ALL | `can_edit(auth.uid(), study.*)` — checks ownership or collaborator email |
+| Public study visibility | `study` | SELECT | Status is `running`/`closed` AND (registry published OR open participation) |
+| Participants can view joined study | `study` | SELECT | `is_study_subject_of(auth.uid(), study.id)` |
+| Users manage own subjects | `study_subject` | ALL | `auth.uid() = user_id` |
+| Editors see subjects | `study_subject` | SELECT | `can_edit` on parent study |
+| Public subject results | `study_subject` | SELECT | `has_results_public(subject.id)` |
+| App config is public | `app_config` | SELECT | Always `true` |
+| Own user record | `users` | ALL | `auth.uid() = id` |
+
+## Security helper functions
+
+These functions are defined with restricted privileges (`SECURITY DEFINER`, accessible only by the `authenticated` role):
+
+### `can_edit(user_id, study)`
+
+Returns `true` if the user owns the study (`study.user_id = user_id`) OR their email appears in `study.collaborator_emails`.
+
+Used in: `study` table policies (ALL operations), `study_subject` SELECT policy.
+
+### `is_study_subject_of(user_id, study_id)`
+
+Returns `true` if a `study_subject` row exists with matching `user_id` and `study_id` and `is_deleted = false`.
+
+Used in: `study` SELECT policy for enrolled participants.
+
+### `has_results_public(subject_id)`
+
+Returns `true` if the study associated with the subject has `result_sharing = 'public'`.
+
+Used in: `study_subject` SELECT policy for public result access.
+
+### `allow_updating_only_study()` trigger
+
+A database trigger (not a function called from application code) that fires on `UPDATE` to the `study` table. It prevents modification of locked fields (interventions, observations, schedule) when the study is not in `draft` status.
+
+This enforces study protocol immutability at the database level, not just in the application layer.
+
+## Authentication and user types
+
+| User type | Auth method | RLS identity |
+|---|---|---|
+| Researcher | Real email/password via GoTrue | `auth.uid()` = researcher's UUID |
+| Participant | Auto-generated fake credentials | `auth.uid()` = participant's UUID |
+| Unauthenticated | No JWT | All RLS policies return `false` — no data returned |
+
+Participants use auto-generated credentials (`flutter_common/lib/src/utils/user.dart`) because the app does not require them to create real accounts. Their UUID still serves as an identity for RLS filtering.
diff --git a/docs/06-development/08-database-reference/03-migrations.mdx b/docs/06-development/08-database-reference/03-migrations.mdx
new file mode 100644
index 00000000..2bd15ca1
--- /dev/null
+++ b/docs/06-development/08-database-reference/03-migrations.mdx
@@ -0,0 +1,80 @@
+---
+sidebar_position: 3
+title: Migrations
+description: How migrations work, what files exist, and how to add new ones
+---
+
+# Migrations
+
+The database schema is managed through sequential SQL migration files in `database/migration/`.
+
+## How migrations work
+
+```mermaid
+flowchart TD
+    A([supabase start\nor supabase db reset]) --> B[Run migrations in timestamp order]
+    B --> C[Each migration file is idempotent\nvia IF NOT EXISTS / CREATE OR REPLACE]
+    C --> D[After all migrations\nrun seed.sql]
+    D --> E([Database ready])
+```
+
+Supabase CLI tracks which migrations have been applied via the `supabase_migrations.schema_migrations` table. Running `supabase db reset` replays all migrations from scratch.
+
+## Existing migration files
+
+The `database/migration/` directory contains 16 migration files. The two foundational ones are:
+
+| File | Purpose |
+|---|---|
+| `0000000000001_studyu-schema.sql` | Creates all public schema tables, enums, indexes, and triggers |
+| `0000000000002_mockup-schema.sql` | Creates the `mockup` schema with test helper functions |
+
+Subsequent migrations add columns, modify policies, or update functions as the schema evolved.
+
+## Adding a new migration
+
+1. Create a new file in `database/migration/` with a timestamp prefix higher than the latest existing file:
+
+```bash
+# Example: creating a migration after 0000000000016_...
+touch database/migration/0000000000017_add_my_feature.sql
+```
+
+2. Write the SQL in the file. Use `IF NOT EXISTS` and `OR REPLACE` to make it idempotent:
+
+```sql
+-- Example: adding a column
+ALTER TABLE study ADD COLUMN IF NOT EXISTS my_new_column text;
+
+-- Example: creating a function
+CREATE OR REPLACE FUNCTION my_new_function()
+RETURNS void AS $$
+BEGIN
+  -- implementation
+END;
+$$ LANGUAGE plpgsql;
+```
+
+3. Apply the migration to your local database:
+
+```bash
+supabase db reset
+```
+
+Or, to apply only the new migration without resetting:
+
+```bash
+supabase migration up
+```
+
+4. Update the corresponding Dart model in `core/` if the schema change affects serialized data. Then run:
+
+```bash
+melos run generate
+```
+
+5. Stage and commit the migration file, model changes, and generated files together.
+
+:::warning
+Never edit an existing migration file that has already been applied to any environment (local, dev, or production). Always create a new migration file to modify existing schema objects.
+:::
diff --git a/docs/06-development/08-database-reference/_category_.json b/docs/06-development/08-database-reference/_category_.json
new file mode 100644
index 00000000..299643b4
--- /dev/null
+++ b/docs/06-development/08-database-reference/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "Database Reference",
+  "position": 8,
+  "description": "Tables, columns, RLS policies, and migrations"
+}
diff --git a/docs/06-development/09-json-schema-reference/01-overview.mdx b/docs/06-development/09-json-schema-reference/01-overview.mdx
new file mode 100644
index 00000000..288955e2
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/01-overview.mdx
@@ -0,0 +1,65 @@
+---
+sidebar_position: 1
+title: Overview
+description: Serialization conventions, enum reference, and key rules for StudyU JSON schemas
+---
+
+# JSON Schema Reference — Overview
+
+This section documents the complete JSON structure of every model in the StudyU system. Use this as a reference when reading database records, building API integrations, or debugging serialization issues.
+
+## Serialization conventions
+
+| Convention | Detail |
+|---|---|
+| Key format | `snake_case` (matching PostgreSQL column names) |
+| Field names in Dart | `camelCase` — mapped via `@JsonKey(name: '...')` annotations |
+| Nullable omission | `null` fields may be omitted entirely (`includeIfNull: false` in some classes) |
+| Default values | Applied during deserialization if a key is missing — defined via `@JsonKey(defaultValue: ...)` |
+| DateTime format | ISO-8601 strings (e.g., `"2024-03-15T08:30:00.000Z"`), always stored in UTC |
+| Time-of-day format | `"HH:MM"` 24-hour (e.g., `"08:00"`, `"20:30"`) — custom `StudyUTimeOfDay` serialization |
+| Color format | ARGB integer (e.g., `4278190335` = `0xFF0000FF` = blue) |
+| UUID format | Standard UUID v4 strings (e.g., `"a1b2c3d4-e5f6-7890-abcd-ef1234567890"`) |
+
+## Polymorphic deserialization
+
+Classes with a `type` discriminator field use factory constructors with `switch` expressions. The `type` string must match exactly (case-sensitive).
+
+```dart
+// Example from Question.fromJson
+switch (json['type']) {
+  case 'boolean': return BooleanQuestion.fromJson(json);
+  case 'choice': return ChoiceQuestion.fromJson(json);
+  // ...
+}
+```
+
+## Generated files
+
+All models have corresponding `.g.dart` files generated by `build_runner` with `json_serializable`. If you see a serialization error, regenerate with:
+
+```bash
+melos run generate
+```
+
+## Enum reference
+
+Before diving into the models, here are all enum types and their serialized string values:
+
+| Enum | Allowed Values | Used In |
+|------|---------------|---------|
+| `StudyStatus` | `"draft"`, `"running"`, `"closed"` | `study.status` |
+| `Participation` | `"open"`, `"invite"` | `study.participation` |
+| `ResultSharing` | `"public"`, `"private"`, `"organization"` | `study.result_sharing` |
+| `PhaseSequence` | `"alternating"`, `"counterBalanced"`, `"randomized"`, `"customized"` | `study_schedule.sequence` |
+| Question `type` | `"boolean"`, `"choice"`, `"scale"`, `"annotatedScale"`, `"visualAnalogue"`, `"freeText"`, `"ImageCapturingQuestion"`, `"AudioRecordingQuestion"`, `"FitbitQuestion"`, `"pain"` | `question.type` |
+| Expression `type` | `"boolean"`, `"choice"`, `"numeric"`, `"text"`, `"composite"`, `"not"` | `expression.type` |
+| Task `type` | `"checkmark"`, `"questionnaire"` | `task.type` |
+| ReportSection `type` | `"average"`, `"linearRegression"`, `"textual_summary"`, `"gauge_comparison"`, `"descriptive_stats"` | `report_section.type` |
+| StudyResult `type` | `"intervention"`, `"numeric"` | `study_result.type` |
+| `NumericComparator` | `"="`, `"!="`, `">"`, `"<"`, `">="`, `"<="` | `numeric_expression.comparator` |
+| `TextComparator` | `"="`, `"!="`, `"contains"`, `"does_not_contain"` | `text_expression.comparator` |
+| `CompositeLogicType` | `"and"`, `"or"` | `composite_expression.logicType` |
+| `FreeTextType` | `"any"`, `"alphanumeric"`, `"numeric"`, `"custom"` | `free_text_question.textType` |
+| `Aggregate` | `"day"`, `"phase"`, `"intervention"` | `report_section.aggregate` |
+| `Improvement` | `"positive"`, `"negative"` | `linear_regression_section.improvement` |
diff --git a/docs/06-development/09-json-schema-reference/02-study-model.mdx b/docs/06-development/09-json-schema-reference/02-study-model.mdx
new file mode 100644
index 00000000..81c07def
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/02-study-model.mdx
@@ -0,0 +1,131 @@
+---
+sidebar_position: 2
+title: Study Model
+description: JSON schema for the Study root object, Contact, and StudySchedule
+---
+
+# Study Model
+
+## Study (root object)
+
+**Table:** `study` | **File:** `core/lib/src/models/tables/study.dart`
+
+```json
+{
+  "id": "uuid",
+  "title": "string | null",
+  "description": "string | null",
+  "user_id": "uuid",
+  "participation": "open | invite",
+  "result_sharing": "public | private | organization",
+  "contact": { /* Contact */ },
+  "icon_name": "string",
+  "published": false,
+  "status": "draft | running | closed",
+  "registry_published": false,
+  "collaborator_emails": ["string", "..."],
+  "questionnaire": [ /* Question[] — eligibility screening */ ],
+  "eligibility_criteria": [ /* EligibilityCriterion[] */ ],
+  "consent": [ /* ConsentItem[] */ ],
+  "interventions": [ /* Intervention[] */ ],
+  "observations": [ /* Observation[] */ ],
+  "schedule": { /* StudySchedule */ },
+  "report_specification": { /* ReportSpecification */ },
+  "results": [ /* StudyResult[] */ ]
+}
+```
+
+**Field reference:**
+
+| JSON Key | Type | Nullable | Default | Description |
+|----------|------|----------|---------|-------------|
+| `id` | `string` | No | UUID generated | Primary key |
+| `title` | `string` | Yes | `null` | Study display name |
+| `description` | `string` | Yes | `""` | Free-text description |
+| `user_id` | `string` | No | — | Owner's auth user ID |
+| `participation` | `enum` | No | `"invite"` | `"open"` = anyone can join, `"invite"` = invite code required |
+| `result_sharing` | `enum` | No | `"private"` | Controls who can see participant results |
+| `contact` | `object` | No | `{}` | Nested Contact object (see below) |
+| `icon_name` | `string` | No | `"accountHeart"` | Material icon identifier |
+| `published` | `bool` | No | `false` | Deprecated — use `status` instead |
+| `status` | `enum` | No | `"draft"` | Study lifecycle state |
+| `registry_published` | `bool` | No | `false` | Whether study appears in public registry |
+| `collaborator_emails` | `string[]` | No | `[]` | Co-researchers who can edit the study |
+| `questionnaire` | `Question[]` | No | `[]` | Eligibility screening questions (polymorphic) |
+| `eligibility_criteria` | `EligibilityCriterion[]` | No | `[]` | Rules evaluated against questionnaire answers |
+| `consent` | `ConsentItem[]` | No | `[]` | Informed consent statements |
+| `interventions` | `Intervention[]` | No | `[]` | Treatment arms (typically 2) |
+| `observations` | `Observation[]` | No | `[]` | Data collection tasks (run every phase) |
+| `schedule` | `StudySchedule` | No | `{}` | Temporal protocol structure |
+| `report_specification` | `ReportSpecification` | No | `{}` | Result visualization config |
+| `results` | `StudyResult[]` | No | `[]` | Exportable result definitions |
+
+**Fields loaded from relations but NOT serialized to Study JSON:**
+
+| Field | Type | Source |
+|-------|------|--------|
+| `participantCount` | `int` | Computed DB function `study_participant_count()` |
+| `endedCount` | `int` | Computed DB function `study_ended_count()` |
+| `activeSubjectCount` | `int` | Computed DB function `active_subject_count()` |
+| `missedDays` | `List<int>` | Computed DB function `study_missed_days()` |
+| `repo` | `Repo` | Joined from `repo` table |
+| `invites` | `List<StudyInvite>` | Joined from `study_invite` table |
+| `participants` | `List<StudySubject>` | Joined from `study_subject` table |
+| `participantsProgress` | `List<SubjectProgress>` | Joined from `subject_progress` table |
+| `createdAt` | `DateTime` | Database `created_at` column |
+
+---
+
+## Contact
+
+```json
+{
+  "organization": "string",
+  "institutionalReviewBoard": "string | null",
+  "institutionalReviewBoardNumber": "string | null",
+  "researchers": "string | null",
+  "email": "string",
+  "website": "string",
+  "phone": "string",
+  "additionalInfo": "string | null"
+}
+```
+
+---
+
+## StudySchedule
+
+**File:** `core/lib/src/models/study_schedule/study_schedule.dart`
+
+```json
+{
+  "numberOfCycles": 2,
+  "phaseDuration": 7,
+  "includeBaseline": true,
+  "sequence": "alternating | counterBalanced | randomized | customized",
+  "sequenceCustom": "ABAB"
+}
+```
+
+| JSON Key | Type | Default | Description |
+|----------|------|---------|-------------|
+| `numberOfCycles` | `int` | `2` | How many times the A/B cycle repeats |
+| `phaseDuration` | `int` | `7` | Days per phase |
+| `includeBaseline` | `bool` | `true` | Whether a baseline phase precedes interventions |
+| `sequence` | `enum` | `"alternating"` | Phase ordering strategy |
+| `sequenceCustom` | `string` | `"ABAB"` | Custom sequence string (only used when `sequence == "customized"`) |
+
+---
+
+## ConsentItem
+
+**File:** `core/lib/src/models/consent/consent_item.dart`
+
+```json
+{
+  "id": "uuid",
+  "title": "Data Storage",
+  "description": "Your data will be stored on secure servers...",
+  "iconName": "textBoxCheck"
+}
+```
diff --git a/docs/06-development/09-json-schema-reference/03-interventions.mdx b/docs/06-development/09-json-schema-reference/03-interventions.mdx
new file mode 100644
index 00000000..eda9f486
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/03-interventions.mdx
@@ -0,0 +1,97 @@
+---
+sidebar_position: 3
+title: Interventions
+description: JSON schema for Intervention and CheckmarkTask
+---
+
+# Interventions
+
+## Intervention
+
+**File:** `core/lib/src/models/interventions/intervention.dart`
+
+```json
+{
+  "id": "uuid",
+  "name": "string | null",
+  "description": "string | null",
+  "icon": "string",
+  "tasks": [ /* InterventionTask[] */ ]
+}
+```
+
+| JSON Key | Type | Nullable | Description |
+|----------|------|----------|-------------|
+| `id` | `string` | No | UUID |
+| `name` | `string` | Yes | Display name (e.g., "Vitamin D 2000 IU") |
+| `description` | `string` | Yes | Instructions shown to the participant |
+| `icon` | `string` | No | Icon identifier string |
+| `tasks` | `InterventionTask[]` | No | Activities the participant performs during this phase |
+
+---
+
+## InterventionTask — CheckmarkTask
+
+**File:** `core/lib/src/models/interventions/tasks/checkmark_task.dart`
+
+The only concrete `InterventionTask` type. Discriminator: `"type": "checkmark"`.
+
+```json
+{
+  "type": "checkmark",
+  "id": "uuid",
+  "title": "string | null",
+  "header": "string | null",
+  "footer": "string | null",
+  "schedule": {
+    "completionPeriods": [
+      {
+        "id": "uuid",
+        "unlockTime": "HH:MM",
+        "lockTime": "HH:MM"
+      }
+    ],
+    "reminders": ["HH:MM", "..."]
+  }
+}
+```
+
+| JSON Key | Type | Nullable | Description |
+|----------|------|----------|-------------|
+| `type` | `string` | No | Always `"checkmark"` |
+| `id` | `string` | No | UUID |
+| `title` | `string` | Yes | Display name shown to participant |
+| `header` | `string` | Yes | Optional instructional text shown above the task (supports HTML) |
+| `footer` | `string` | Yes | Optional text shown below the task (supports HTML) |
+| `schedule.completionPeriods` | `CompletionPeriod[]` | No | Time windows when the task can be completed |
+| `schedule.reminders` | `string[]` | No | `"HH:MM"` times for push notifications |
+
+### CompletionPeriod
+
+| JSON Key | Type | Description |
+|----------|------|-------------|
+| `id` | `string` | UUID — ties back to `SubjectProgress.result.periodId` |
+| `unlockTime` | `string` | `"HH:MM"` 24-hour time when the window opens |
+| `lockTime` | `string` | `"HH:MM"` 24-hour time when the window closes |
+
+**Example — a morning supplement task with reminder:**
+
+```json
+{
+  "type": "checkmark",
+  "id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
+  "title": "Take your Vitamin D supplement",
+  "header": "<p>Take one 2000 IU tablet with breakfast.</p>",
+  "footer": null,
+  "schedule": {
+    "completionPeriods": [
+      {
+        "id": "b2c3d4e5-f6a7-8901-bcde-f12345678901",
+        "unlockTime": "07:00",
+        "lockTime": "10:00"
+      }
+    ],
+    "reminders": ["08:00"]
+  }
+}
+```
diff --git a/docs/06-development/09-json-schema-reference/04-observations.mdx b/docs/06-development/09-json-schema-reference/04-observations.mdx
new file mode 100644
index 00000000..495c422a
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/04-observations.mdx
@@ -0,0 +1,106 @@
+---
+sidebar_position: 4
+title: Observations
+description: JSON schema for QuestionnaireTask and Schedule
+---
+
+# Observations
+
+## Observation — QuestionnaireTask
+
+**File:** `core/lib/src/models/observations/tasks/questionnaire_task.dart`
+
+The only concrete `Observation` type. Discriminator: `"type": "questionnaire"`.
+
+```json
+{
+  "type": "questionnaire",
+  "id": "uuid",
+  "title": "string | null",
+  "header": "string | null",
+  "footer": "string | null",
+  "schedule": { /* Schedule */ },
+  "questions": { /* StudyUQuestionnaire — serialized as Question[] */ }
+}
+```
+
+| JSON Key | Type | Nullable | Description |
+|----------|------|----------|-------------|
+| `type` | `string` | No | Always `"questionnaire"` |
+| `id` | `string` | No | UUID |
+| `title` | `string` | Yes | Display name shown to participant |
+| `header` | `string` | Yes | Optional introductory text (supports HTML) |
+| `footer` | `string` | Yes | Optional closing text (supports HTML) |
+| `schedule` | `Schedule` | No | When the task is available and when reminders fire |
+| `questions` | `Question[]` | No | The questions in this survey (polymorphic) |
+
+:::note
+Observations run during **every phase** including baseline, unlike intervention tasks which only run during their assigned phase.
+:::
+
+---
+
+## Schedule
+
+**File:** `core/lib/src/models/tasks/schedule.dart`
+
+```json
+{
+  "completionPeriods": [
+    {
+      "id": "uuid",
+      "unlockTime": "08:00",
+      "lockTime": "20:00"
+    }
+  ],
+  "reminders": ["09:00", "18:00"]
+}
+```
+
+Time values use `"HH:MM"` 24-hour format (custom `StudyUTimeOfDay` serialization).
+
+| JSON Key | Type | Description |
+|----------|------|-------------|
+| `completionPeriods` | `CompletionPeriod[]` | One or more time windows when the task is available |
+| `reminders` | `string[]` | `"HH:MM"` times when push notifications are sent |
+
+A task with multiple `CompletionPeriod` entries requires completion in **each** window independently. Each completion produces a separate `SubjectProgress` record with the window's `id` in `result.periodId`.
+
+**Example — a morning questionnaire with evening reminder:**
+
+```json
+{
+  "type": "questionnaire",
+  "id": "c3d4e5f6-a7b8-9012-cdef-123456789012",
+  "title": "Sleep Diary",
+  "header": null,
+  "footer": null,
+  "schedule": {
+    "completionPeriods": [
+      {
+        "id": "d4e5f6a7-b8c9-0123-defa-234567890123",
+        "unlockTime": "06:00",
+        "lockTime": "10:00"
+      }
+    ],
+    "reminders": ["08:00"]
+  },
+  "questions": [
+    {
+      "type": "scale",
+      "id": "e5f6a7b8-c9d0-1234-efab-345678901234",
+      "prompt": "How would you rate your sleep quality last night? (1–10)",
+      "minimum": 1,
+      "maximum": 10,
+      "initial": 5,
+      "step": 1,
+      "annotations": []
+    },
+    {
+      "type": "boolean",
+      "id": "f6a7b8c9-d0e1-2345-fabc-456789012345",
+      "prompt": "Did you wake up during the night?"
+    }
+  ]
+}
+```
diff --git a/docs/06-development/09-json-schema-reference/05-question-types.mdx b/docs/06-development/09-json-schema-reference/05-question-types.mdx
new file mode 100644
index 00000000..60ea7afa
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/05-question-types.mdx
@@ -0,0 +1,261 @@
+---
+sidebar_position: 5
+title: Question Types
+description: JSON schema for all 10 question types with examples
+---
+
+# Question Types
+
+All questions are polymorphic and share base fields. The `type` field discriminates between subtypes.
+
+**File:** `core/lib/src/models/questionnaire/questions/`
+
+## Base fields (all question types)
+
+```json
+{
+  "type": "...",
+  "id": "uuid",
+  "prompt": "string | null",
+  "rationale": "string | null",
+  "conditional": { /* QuestionConditional | null */ }
+}
+```
+
+| JSON Key | Type | Nullable | Description |
+|----------|------|----------|-------------|
+| `type` | `string` | No | Discriminator — see values below |
+| `id` | `string` | No | UUID |
+| `prompt` | `string` | Yes | The question text shown to the participant |
+| `rationale` | `string` | Yes | Optional explanation of why the question is asked |
+| `conditional` | `QuestionConditional` | Yes | If set, this question is only shown when the condition is met |
+
+---
+
+## BooleanQuestion — `"type": "boolean"`
+
+No additional fields beyond base.
+
+```json
+{ "type": "boolean", "id": "uuid", "prompt": "Are you over 18?" }
+```
+
+The participant sees a Yes/No toggle. Answer value: `bool`.
+
+---
+
+## ChoiceQuestion — `"type": "choice"`
+
+```json
+{
+  "type": "choice",
+  "id": "uuid",
+  "prompt": "Which best describes your sleep?",
+  "multiple": false,
+  "choices": [
+    { "id": "uuid", "text": "Good" },
+    { "id": "uuid", "text": "Fair" },
+    { "id": "uuid", "text": "Poor" }
+  ]
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `multiple` | `bool` | `false` = single select, `true` = multi-select |
+| `choices` | `Choice[]` | Each has `id` (UUID) and `text` (display string) |
+
+Answer value: `String` (single choice ID) or `List<String>` (multi-select choice IDs).
+
+---
+
+## ScaleQuestion — `"type": "scale"`
+
+```json
+{
+  "type": "scale",
+  "id": "uuid",
+  "prompt": "Rate your pain (1-10)",
+  "minimum": 1,
+  "maximum": 10,
+  "initial": 5,
+  "step": 1,
+  "annotations": [
+    { "value": 1, "annotation": "No pain" },
+    { "value": 10, "annotation": "Worst pain" }
+  ],
+  "min_color": null,
+  "max_color": null
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `minimum` | `num` | Scale minimum value |
+| `maximum` | `num` | Scale maximum value |
+| `initial` | `num` | Initial slider position |
+| `step` | `num` | Step increment |
+| `annotations` | `Annotation[]` | Labels at specific scale values |
+| `min_color` | `int?` | ARGB color code for minimum end (e.g., `4278190335` = blue) |
+| `max_color` | `int?` | ARGB color code for maximum end (e.g., `4294901760` = red) |
+
+Answer value: `num`.
+
+---
+
+## AnnotatedScaleQuestion — `"type": "annotatedScale"`
+
+Same structure as `ScaleQuestion` but every step has a label. No color fields.
+
+```json
+{
+  "type": "annotatedScale",
+  "id": "uuid",
+  "prompt": "How do you feel?",
+  "minimum": 1, "maximum": 5, "initial": 3, "step": 1,
+  "annotations": [
+    { "value": 1, "annotation": "Very bad" },
+    { "value": 2, "annotation": "Bad" },
+    { "value": 3, "annotation": "Neutral" },
+    { "value": 4, "annotation": "Good" },
+    { "value": 5, "annotation": "Very good" }
+  ]
+}
+```
+
+Answer value: `num`.
+
+---
+
+## VisualAnalogueQuestion — `"type": "visualAnalogue"`
+
+Continuous slider (not stepped).
+
+```json
+{
+  "type": "visualAnalogue",
+  "id": "uuid",
+  "prompt": "How intense is the pain?",
+  "minimum": 0, "maximum": 100, "initial": 50, "step": 1,
+  "minimumColor": 4278190335,
+  "maximumColor": 4294901760,
+  "minimumAnnotation": "No pain",
+  "maximumAnnotation": "Worst pain"
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `minimumColor` | `int` | ARGB color for left end (default: blue `0xFF0000FF`) |
+| `maximumColor` | `int` | ARGB color for right end (default: red `0xFFFF0000`) |
+| `minimumAnnotation` | `string` | Label at left end |
+| `maximumAnnotation` | `string` | Label at right end |
+
+Answer value: `double`.
+
+---
+
+## FreeTextQuestion — `"type": "freeText"`
+
+```json
+{
+  "type": "freeText",
+  "id": "uuid",
+  "prompt": "Describe your symptoms",
+  "lengthRange": [0, 500],
+  "textType": "any | alphanumeric | numeric | custom",
+  "customTypeExpression": "^[a-zA-Z]+$"
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `lengthRange` | `int[2]` | `[minLength, maxLength]` |
+| `textType` | `enum` | Input validation type |
+| `customTypeExpression` | `string?` | Regex pattern (only when `textType == "custom"`) |
+
+Answer value: `String`.
+
+---
+
+## ImageCapturingQuestion — `"type": "ImageCapturingQuestion"`
+
+No additional fields. Captures a photo and stores it as a blob reference.
+
+```json
+{
+  "type": "ImageCapturingQuestion",
+  "id": "uuid",
+  "prompt": "Take a photo of the affected area"
+}
+```
+
+Answer value: `String` (blob storage path in format `{userId}_{studyId}_{timestamp}.jpg`).
+
+---
+
+## AudioRecordingQuestion — `"type": "AudioRecordingQuestion"`
+
+```json
+{
+  "type": "AudioRecordingQuestion",
+  "id": "uuid",
+  "prompt": "Record your cough",
+  "maxRecordingDurationSeconds": 60
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `maxRecordingDurationSeconds` | `int` | Maximum recording length in seconds |
+
+Answer value: `String` (blob storage path in format `{userId}_{studyId}_{timestamp}.m4a`).
+
+---
+
+## FitbitQuestion — `"type": "FitbitQuestion"`
+
+```json
+{
+  "type": "FitbitQuestion",
+  "id": "uuid",
+  "prompt": "Sync Fitbit data",
+  "types": ["heartrate", "sleep", "steps"]
+}
+```
+
+| Field | Type | Allowed Values |
+|-------|------|----------------|
+| `types` | `string[]` | `"heartrate"`, `"sleep"`, `"steps"` |
+
+Answer value: varies by Fitbit data type.
+
+---
+
+## PainQuestion — `"type": "pain"`
+
+No additional fields. Renders a body map for pain location marking.
+
+```json
+{
+  "type": "pain",
+  "id": "uuid",
+  "prompt": "Mark where you feel pain"
+}
+```
+
+Answer value: varies (body region identifier).
+
+---
+
+## QuestionConditional
+
+Controls conditional display of a question based on a previous answer.
+
+```json
+{
+  "condition": { /* Expression (usually CompositeExpression) */ }
+}
+```
+
+When `conditional` is set on a question, the question is only shown if `condition.evaluate(currentAnswers)` returns `true`. See [Expressions](./06-expressions.mdx) for the full expression type reference.
diff --git a/docs/06-development/09-json-schema-reference/06-expressions.mdx b/docs/06-development/09-json-schema-reference/06-expressions.mdx
new file mode 100644
index 00000000..0bb428ae
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/06-expressions.mdx
@@ -0,0 +1,181 @@
+---
+sidebar_position: 6
+title: Expressions
+description: JSON schema for all expression types used in eligibility criteria and question conditionals
+---
+
+# Expressions
+
+Expressions are used in two places:
+1. `EligibilityCriterion.condition` — determines whether a participant qualifies for a study
+2. `QuestionConditional.condition` — determines whether a question is shown
+
+All expressions are polymorphic, discriminated by the `type` field.
+
+**File:** `core/lib/src/models/expressions/types/`
+
+---
+
+## EligibilityCriterion
+
+**File:** `core/lib/src/models/eligibility/eligibility_criterion.dart`
+
+```json
+{
+  "id": "uuid",
+  "reason": "You must be 18 or older",
+  "condition": { /* Expression */ }
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `id` | `string` | UUID |
+| `reason` | `string?` | Human-readable message shown to participant if they fail this criterion |
+| `condition` | `Expression` | The logical condition that must be `true` to qualify |
+
+---
+
+## BooleanExpression — `"type": "boolean"`
+
+Tests whether a `BooleanQuestion` answer is `true`.
+
+```json
+{ "type": "boolean", "target": "question-uuid" }
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `target` | `string` | UUID of the `BooleanQuestion` being tested |
+
+Evaluates to `true` if the answer to `target` is `true`. Evaluates to `null` if the question has not been answered yet.
+
+---
+
+## ChoiceExpression — `"type": "choice"`
+
+Tests whether the selected choice(s) match the specified set.
+
+```json
+{ "type": "choice", "target": "question-uuid", "choices": ["choice-id-1", "choice-id-2"] }
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `target` | `string` | UUID of the `ChoiceQuestion` being tested |
+| `choices` | `string[]` | Choice IDs that satisfy the condition |
+
+---
+
+## NumericExpression — `"type": "numeric"`
+
+Tests a numeric answer with a comparison operator.
+
+```json
+{ "type": "numeric", "target": "question-uuid", "comparator": ">=", "value": 18 }
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `target` | `string` | UUID of the numeric question being tested |
+| `comparator` | `string` | Comparison operator |
+| `value` | `num` | The value to compare against |
+
+**`comparator` values:**
+
+| Value | Meaning |
+|-------|---------|
+| `"="` | Equal to |
+| `"!="` | Not equal to |
+| `">"` | Greater than |
+| `"<"` | Less than |
+| `">="` | Greater than or equal |
+| `"<="` | Less than or equal |
+
+---
+
+## TextExpression — `"type": "text"`
+
+Tests a text answer.
+
+```json
+{ "type": "text", "target": "question-uuid", "comparator": "contains", "value": "diabetes" }
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `target` | `string` | UUID of the `FreeTextQuestion` being tested |
+| `comparator` | `string` | Text comparison operator |
+| `value` | `string` | The value to compare against |
+
+**`comparator` values:**
+
+| Value | Meaning |
+|-------|---------|
+| `"="` | Exact match |
+| `"!="` | Not equal |
+| `"contains"` | Substring match |
+| `"does_not_contain"` | Substring absence |
+
+---
+
+## CompositeExpression — `"type": "composite"`
+
+Recursive boolean logic container.
+
+```json
+{
+  "type": "composite",
+  "logicType": "and | or",
+  "expressions": [
+    { "type": "boolean", "target": "q1" },
+    { "type": "numeric", "target": "q2", "comparator": ">=", "value": 18 }
+  ]
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `logicType` | `string` | `"and"` or `"or"` |
+| `expressions` | `Expression[]` | Sub-expressions (may include nested `CompositeExpression`) |
+
+An empty `expressions` array evaluates to `true`.
+
+**Example — non-smoker AND aged 18–65:**
+
+```json
+{
+  "type": "composite",
+  "logicType": "and",
+  "expressions": [
+    { "type": "boolean", "target": "q_smoker" },
+    {
+      "type": "composite",
+      "logicType": "and",
+      "expressions": [
+        { "type": "numeric", "target": "q_age", "comparator": ">=", "value": 18 },
+        { "type": "numeric", "target": "q_age", "comparator": "<=", "value": 65 }
+      ]
+    }
+  ]
+}
+```
+
+---
+
+## NotExpression — `"type": "not"`
+
+Logical negation of another expression.
+
+```json
+{
+  "type": "not",
+  "expression": { "type": "boolean", "target": "q1" }
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `expression` | `Expression` | The expression to negate |
+
+Returns `true` when the inner expression returns `false`, and vice versa. Returns `null` if the inner expression returns `null`.
diff --git a/docs/06-development/09-json-schema-reference/07-reports.mdx b/docs/06-development/09-json-schema-reference/07-reports.mdx
new file mode 100644
index 00000000..6ce01309
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/07-reports.mdx
@@ -0,0 +1,171 @@
+---
+sidebar_position: 7
+title: Reports
+description: JSON schema for ReportSpecification, ReportSection types, and StudyResult types
+---
+
+# Reports
+
+## ReportSpecification
+
+**File:** `core/lib/src/models/report/report_specification.dart`
+
+```json
+{
+  "primary": { /* ReportSection | null */ },
+  "secondary": [ /* ReportSection[] */ ]
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `primary` | `ReportSection?` | The headline analysis shown prominently at the top of the report |
+| `secondary` | `ReportSection[]` | Additional analyses shown below the primary section |
+
+---
+
+## ReportSection (base fields)
+
+All report sections share these base fields:
+
+```json
+{
+  "type": "...",
+  "id": "uuid",
+  "title": "string | null",
+  "description": "string | null",
+  "resultProperty": {
+    "task": "task-uuid",
+    "property": "property-name"
+  }
+}
+```
+
+The `resultProperty` links the report section to a specific task's data property (e.g., a specific question in a questionnaire — the question UUID is used as the `property` value).
+
+---
+
+## AverageSection — `"type": "average"`
+
+Shows mean value per intervention phase.
+
+```json
+{
+  "type": "average",
+  "id": "uuid",
+  "title": "Average Sleep Quality",
+  "description": null,
+  "resultProperty": { "task": "task-uuid", "property": "question-uuid" },
+  "aggregate": "day | phase | intervention"
+}
+```
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `aggregate` | `enum` | Grouping level: `"day"`, `"phase"`, or `"intervention"` |
+
+---
+
+## LinearRegressionSection — `"type": "linearRegression"`
+
+Shows a trend line over time with statistical significance.
+
+```json
+{
+  "type": "linearRegression",
+  "id": "uuid",
+  "title": "Pain Trend Over Time",
+  "description": null,
+  "resultProperty": { "task": "task-uuid", "property": "question-uuid" },
+  "alpha": 0.05,
+  "improvement": "positive | negative"
+}
+```
+
+| Field | Type | Default | Description |
+|-------|------|---------|-------------|
+| `alpha` | `double` | `0.05` | Significance threshold for the regression |
+| `improvement` | `enum` | — | `"positive"` = higher is better, `"negative"` = lower is better |
+
+---
+
+## TextualSummarySection — `"type": "textual_summary"`
+
+Researcher-authored text interpretation.
+
+```json
+{
+  "type": "textual_summary",
+  "id": "uuid",
+  "title": "Interpretation",
+  "description": "This section shows...",
+  "resultProperty": { "task": "task-uuid", "property": "question-uuid" }
+}
+```
+
+No additional fields beyond base.
+
+---
+
+## GaugeComparisonSection — `"type": "gauge_comparison"`
+
+Side-by-side gauge comparing two phases.
+
+```json
+{
+  "type": "gauge_comparison",
+  "id": "uuid",
+  "title": "Phase Comparison",
+  "description": null,
+  "resultProperty": { "task": "task-uuid", "property": "question-uuid" }
+}
+```
+
+No additional fields beyond base.
+
+---
+
+## DescriptiveStatsSection — `"type": "descriptive_stats"`
+
+Shows min, max, mean, and standard deviation.
+
+```json
+{
+  "type": "descriptive_stats",
+  "id": "uuid",
+  "title": "Descriptive Statistics",
+  "description": null,
+  "resultProperty": { "task": "task-uuid", "property": "question-uuid" }
+}
+```
+
+No additional fields beyond base.
+
+---
+
+## StudyResult Types
+
+`StudyResult` objects define exportable result definitions for CSV export.
+
+**File:** `core/lib/src/models/study_results/`
+
+### InterventionResult — `"type": "intervention"`
+
+```json
+{ "type": "intervention", "id": "uuid", "filename": "results.csv" }
+```
+
+Exports which intervention was active on each day.
+
+### NumericResult — `"type": "numeric"`
+
+```json
+{
+  "type": "numeric",
+  "id": "uuid",
+  "filename": "results.csv",
+  "resultProperty": { "task": "task-uuid", "property": "property-name" }
+}
+```
+
+Exports aggregated numeric data from a specific task property.
diff --git a/docs/06-development/09-json-schema-reference/08-participant-data.mdx b/docs/06-development/09-json-schema-reference/08-participant-data.mdx
new file mode 100644
index 00000000..279b173f
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/08-participant-data.mdx
@@ -0,0 +1,172 @@
+---
+sidebar_position: 8
+title: Participant Data
+description: JSON schema for StudySubject, SubjectProgress, StudyInvite, StudyUUser, and AppConfig
+---
+
+# Participant Data
+
+## StudySubject
+
+**Table:** `study_subject` | **File:** `core/lib/src/models/tables/study_subject.dart`
+
+```json
+{
+  "id": "uuid",
+  "study_id": "uuid",
+  "user_id": "uuid",
+  "started_at": "ISO-8601 datetime | null",
+  "selected_intervention_ids": ["uuid", "uuid"],
+  "invite_code": "string | null",
+  "is_deleted": false
+}
+```
+
+| JSON Key | Type | Nullable | Description |
+|----------|------|----------|-------------|
+| `id` | `string` | No | UUID primary key |
+| `study_id` | `string` | No | FK to `study.id` |
+| `user_id` | `string` | No | FK to `auth.users.id` |
+| `started_at` | `string` | Yes | UTC ISO-8601 datetime when the participant began the trial |
+| `selected_intervention_ids` | `string[]` | No | The two intervention UUIDs assigned to this participant |
+| `invite_code` | `string` | Yes | Code used to join an invite-only study |
+| `is_deleted` | `bool` | No | Soft-delete flag (participant withdrew) |
+
+---
+
+## SubjectProgress
+
+**Table:** `subject_progress` | **File:** `core/lib/src/models/tables/subject_progress.dart`
+
+One row per task completion event.
+
+```json
+{
+  "completed_at": "ISO-8601 datetime",
+  "subject_id": "uuid",
+  "intervention_id": "uuid",
+  "task_id": "uuid",
+  "result_type": "QuestionnaireState | bool",
+  "result": {
+    "type": "QuestionnaireState | bool",
+    "periodId": "completion-period-uuid | null",
+    "result": { /* varies by type */ }
+  }
+}
+```
+
+| JSON Key | Type | Nullable | Description |
+|----------|------|----------|-------------|
+| `completed_at` | `string` | No | UTC ISO-8601 timestamp of completion |
+| `subject_id` | `string` | No | FK to `study_subject.id` |
+| `intervention_id` | `string` | No | Which intervention was active when this was completed (or `'__baseline'`) |
+| `task_id` | `string` | No | UUID of the completed task |
+| `result_type` | `string` | No | `'QuestionnaireState'` or `'bool'` — discriminator |
+| `result` | `object` | No | The typed result payload |
+
+**Result payload by `result_type`:**
+
+| `result_type` | `result.result` Contains | Produced By |
+|---|---|---|
+| `"bool"` | `true` | `CheckmarkTask` — the record existing means the task was done |
+| `"QuestionnaireState"` | `{ "question-id": answer, ... }` | `QuestionnaireTask` — map of question IDs to answer values |
+
+**Complete `SubjectProgress` example — CheckmarkTask:**
+
+```json
+{
+  "completed_at": "2024-03-15T08:23:00.000Z",
+  "subject_id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
+  "intervention_id": "b2c3d4e5-f6a7-8901-bcde-f12345678901",
+  "task_id": "c3d4e5f6-a7b8-9012-cdef-123456789012",
+  "result_type": "bool",
+  "result": {
+    "type": "bool",
+    "periodId": "d4e5f6a7-b8c9-0123-defa-234567890123",
+    "result": true
+  }
+}
+```
+
+**Complete `SubjectProgress` example — QuestionnaireTask:**
+
+```json
+{
+  "completed_at": "2024-03-15T08:45:00.000Z",
+  "subject_id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
+  "intervention_id": "__baseline",
+  "task_id": "e5f6a7b8-c9d0-1234-efab-345678901234",
+  "result_type": "QuestionnaireState",
+  "result": {
+    "type": "QuestionnaireState",
+    "periodId": "f6a7b8c9-d0e1-2345-fabc-456789012345",
+    "result": {
+      "q_sleep_quality": 4,
+      "q_woke_up": true
+    }
+  }
+}
+```
+
+---
+
+## StudyInvite
+
+**Table:** `study_invite` | **File:** `core/lib/src/models/tables/study_invite.dart`
+
+```json
+{
+  "code": "string",
+  "study_id": "uuid",
+  "preselected_intervention_ids": ["uuid", "uuid"]
+}
+```
+
+| JSON Key | Type | Description |
+|----------|------|-------------|
+| `code` | `string` | Primary key — the shareable code string |
+| `study_id` | `string` | FK to `study.id` |
+| `preselected_intervention_ids` | `string[]` | Optional pre-assignment of interventions to invitees |
+
+---
+
+## StudyUUser
+
+**Table:** `users` | **File:** `core/lib/src/models/tables/user.dart`
+
+```json
+{
+  "id": "uuid",
+  "email": "string",
+  "preferences": {
+    "lang": "en | de | ...",
+    "pinned_studies": ["study-uuid", "..."]
+  }
+}
+```
+
+---
+
+## AppConfig
+
+**Table:** `app_config` | **File:** `core/lib/src/models/tables/app_config.dart`
+
+```json
+{
+  "id": "string",
+  "app_min_version": { "android": "string", "ios": "string" },
+  "app_privacy": { "en": "url", "de": "url" },
+  "app_terms": { "en": "url", "de": "url" },
+  "designer_privacy": { "en": "url", "de": "url" },
+  "designer_terms": { "en": "url", "de": "url" },
+  "imprint": { "en": "url", "de": "url" },
+  "contact": { "email": "string", "phone": "string", "website": "string" },
+  "analytics": { "enabled": true, "dsn": "string", "samplingRate": 1.0 }
+}
+```
+
+The `app_config` table has a single row. The `app_min_version` field is checked on app startup — if the running app version is below the minimum, the app shows `AppOutdatedScreen` and prevents the user from proceeding.
+
+:::note
+`app_config` is the only table with a public SELECT RLS policy (no authentication required). All clients, including unauthenticated ones, can read it on startup.
+:::
diff --git a/docs/06-development/09-json-schema-reference/_category_.json b/docs/06-development/09-json-schema-reference/_category_.json
new file mode 100644
index 00000000..b0eb6b25
--- /dev/null
+++ b/docs/06-development/09-json-schema-reference/_category_.json
@@ -0,0 +1,5 @@
+{
+  "label": "JSON Schema Reference",
+  "position": 9,
+  "description": "Complete JSON structure of every model class with examples"
+}
diff --git a/docs/06-development/start.md b/docs/06-development/start.md
deleted file mode 100644
index 0934d075..00000000
--- a/docs/06-development/start.md
+++ /dev/null
@@ -1,4 +0,0 @@
-# Contributing
-
-If you are interested in contributing to StudyU's development,
-check out our [Github page](https://github.com/hpi-studyu).
\ No newline at end of file
diff --git a/docusaurus.config.js b/docusaurus.config.js
index 180ca2ec..3fb5e6a7 100644
--- a/docusaurus.config.js
+++ b/docusaurus.config.js
@@ -6,6 +6,10 @@ const darkCodeTheme = require('prism-react-renderer').themes.dracula;
 
 /** @type {import('@docusaurus/types').Config} */
 const config = {
+  markdown: {
+    mermaid: true,
+  },
+  themes: ['@docusaurus/theme-mermaid'],
   title: 'StudyU - Personalized Health Interventions',
   // Eine Plattform zum Erstellen und Durchführen von personalisierten N-of-1 Studien.
   tagline: 'StudyU is a user-friendly, open-source platform for publishing user-centric N-of-1 trials and enables participants to take part in them. Start your own study today with StudyU!',
@@ -18,7 +22,7 @@ const config = {
   // GitHub Pages Deployment
   projectName: 'docs',
   organizationName: 'hpi-studyu',
-  trailingSlash: false,
+  trailingSlash: true,
 
   // Even if you don't use internalization, you can use this field to set useful
   // metadata like html lang. For example, if your site is Chinese, you may want
@@ -137,6 +141,11 @@ const config = {
          label: 'Deployment',
          activeBaseRegex: 'docs/deployment/selfhosting',
        },
+      {
+         to: 'docs/development/overview',
+         label: 'Development',
+         activeBaseRegex: 'docs/development/',
+       },
        ],
       },
       {
@@ -242,6 +251,15 @@ const config = {
           disableInDev: false, // By default, the plugin is inactive in development
         },
       ],
+      [
+        'docusaurus-plugin-mcp-server',
+        {
+          server: {
+            name: 'studyu-docs',
+            version: '1.0.0',
+          },
+        },
+      ],
     ]/*,
    scripts: [
        {
diff --git a/package-lock.json b/package-lock.json
index d11af19f..6a19c274 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,12 +11,14 @@
         "@docusaurus/core": "3.7.0",
         "@docusaurus/plugin-ideal-image": "3.7.0",
         "@docusaurus/preset-classic": "3.7.0",
+        "@docusaurus/theme-mermaid": "^3.7.0",
         "@emotion/react": "^11.11.4",
         "@emotion/styled": "^11.11.5",
         "@mdx-js/react": "^3.0.1",
         "@mui/lab": "^5.0.0-alpha.167",
         "@mui/material": "^5.15.17",
         "clsx": "^1.2.1",
+        "docusaurus-plugin-mcp-server": "^0.11.0",
         "prism-react-renderer": "^2.3.1",
         "react": "^18.3.1",
         "react-dom": "^18.3.1",
@@ -275,6 +277,19 @@
         "node": ">=6.0.0"
       }
     },
+    "node_modules/@antfu/install-pkg": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@antfu/install-pkg/-/install-pkg-1.1.0.tgz",
+      "integrity": "sha512-MGQsmw10ZyI+EJo45CdSER4zEb+p31LpDAFp2Z3gkSd1yqVZGi0Ebx++YTEMonJy4oChEMLsxZ64j8FH6sSqtQ==",
+      "license": "MIT",
+      "dependencies": {
+        "package-manager-detector": "^1.3.0",
+        "tinyexec": "^1.0.1"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/antfu"
+      }
+    },
     "node_modules/@babel/code-frame": {
       "version": "7.26.2",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
@@ -1965,6 +1980,51 @@
         "node": ">=6.9.0"
       }
     },
+    "node_modules/@braintree/sanitize-url": {
+      "version": "7.1.2",
+      "resolved": "https://registry.npmjs.org/@braintree/sanitize-url/-/sanitize-url-7.1.2.tgz",
+      "integrity": "sha512-jigsZK+sMF/cuiB7sERuo9V7N9jx+dhmHHnQyDSVdpZwVutaBu7WvNYqMDLSgFgfB30n452TP3vjDAvFC973mA==",
+      "license": "MIT"
+    },
+    "node_modules/@chevrotain/cst-dts-gen": {
+      "version": "11.1.2",
+      "resolved": "https://registry.npmjs.org/@chevrotain/cst-dts-gen/-/cst-dts-gen-11.1.2.tgz",
+      "integrity": "sha512-XTsjvDVB5nDZBQB8o0o/0ozNelQtn2KrUVteIHSlPd2VAV2utEb6JzyCJaJ8tGxACR4RiBNWy5uYUHX2eji88Q==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@chevrotain/gast": "11.1.2",
+        "@chevrotain/types": "11.1.2",
+        "lodash-es": "4.17.23"
+      }
+    },
+    "node_modules/@chevrotain/gast": {
+      "version": "11.1.2",
+      "resolved": "https://registry.npmjs.org/@chevrotain/gast/-/gast-11.1.2.tgz",
+      "integrity": "sha512-Z9zfXR5jNZb1Hlsd/p+4XWeUFugrHirq36bKzPWDSIacV+GPSVXdk+ahVWZTwjhNwofAWg/sZg58fyucKSQx5g==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@chevrotain/types": "11.1.2",
+        "lodash-es": "4.17.23"
+      }
+    },
+    "node_modules/@chevrotain/regexp-to-ast": {
+      "version": "11.1.2",
+      "resolved": "https://registry.npmjs.org/@chevrotain/regexp-to-ast/-/regexp-to-ast-11.1.2.tgz",
+      "integrity": "sha512-nMU3Uj8naWer7xpZTYJdxbAs6RIv/dxYzkYU8GSwgUtcAAlzjcPfX1w+RKRcYG8POlzMeayOQ/znfwxEGo5ulw==",
+      "license": "Apache-2.0"
+    },
+    "node_modules/@chevrotain/types": {
+      "version": "11.1.2",
+      "resolved": "https://registry.npmjs.org/@chevrotain/types/-/types-11.1.2.tgz",
+      "integrity": "sha512-U+HFai5+zmJCkK86QsaJtoITlboZHBqrVketcO2ROv865xfCMSFpELQoz1GkX5GzME8pTa+3kbKrZHQtI0gdbw==",
+      "license": "Apache-2.0"
+    },
+    "node_modules/@chevrotain/utils": {
+      "version": "11.1.2",
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+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.1.tgz",
+      "integrity": "sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA==",
+      "license": "ISC",
+      "peerDependencies": {
+        "zod": "^3.25 || ^4"
+      }
+    },
     "node_modules/zwitch": {
       "version": "2.0.4",
       "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
diff --git a/package.json b/package.json
index 24550dbb..32f0a023 100644
--- a/package.json
+++ b/package.json
@@ -17,12 +17,14 @@
     "@docusaurus/core": "3.7.0",
     "@docusaurus/plugin-ideal-image": "3.7.0",
     "@docusaurus/preset-classic": "3.7.0",
+    "@docusaurus/theme-mermaid": "^3.7.0",
     "@emotion/react": "^11.11.4",
     "@emotion/styled": "^11.11.5",
     "@mdx-js/react": "^3.0.1",
     "@mui/lab": "^5.0.0-alpha.167",
     "@mui/material": "^5.15.17",
     "clsx": "^1.2.1",
+    "docusaurus-plugin-mcp-server": "^0.11.0",
     "prism-react-renderer": "^2.3.1",
     "react": "^18.3.1",
     "react-dom": "^18.3.1",