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chore: commit full workspace changes (designer modularization, diagnostics fixes, docs updates, seed script cleanup)
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docs/experiment-designer-step-integration.md
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docs/experiment-designer-step-integration.md
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# Experiment Designer Step Integration (Modular Architecture + Drift Handling)
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## Overview
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The HRIStudio experiment designer has been redesigned with a step-based + provenance-aware architecture that provides intuitive experiment creation, transparent plugin usage, and reproducible execution through integrity hashing and a compiled execution graph.
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## Architecture
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### Core Design Philosophy
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The designer follows a clear hierarchy that matches database structure, runtime execution, and reproducibility tracking:
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- **Experiment** → **Steps** → **Actions** (with provenance + execution descriptors)
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- Steps are primary containers in the flow (Step 1 → Step 2 → Step 3) with sortable ordering
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- Actions are dragged from a categorized library into step containers (core vs plugin clearly labeled)
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- Direct 1:1 mapping to database `steps` and `actions` tables, persisting provenance & transport metadata
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### Key Components (Post-Modularization)
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#### ActionRegistry (`ActionRegistry.ts`)
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- Loads actions from core plugin repositories (`hristudio-core/plugins/`)
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- Integrates study-scoped robot plugins (namespaced: `pluginId.actionId`)
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- Provides fallback actions if plugin loading fails (ensures minimal operability)
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- Maps plugin parameter schemas (primitive: text/number/select/boolean) to UI fields
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- Retains provenance + execution descriptors (transport, timeout, retryable)
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#### Step-Based Flow (`StepFlow.tsx`)
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- Sortable step containers with drag-and-drop reordering (via `@dnd-kit`)
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- Color-coded step types (sequential, parallel, conditional, loop) with left border accent
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- Expandable/collapsible view for managing complex experiments
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- Visual connectors between steps (light vertical separators)
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- Isolated from parameter/editor logic for performance and clarity
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#### Action Library (`ActionLibrary.tsx`)
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- Categorized tabs: Wizard (blue), Robot (emerald), Control (amber), Observation (purple)
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- Tooltips show description, parameters, provenance badge (C core / P plugin)
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- Drag-and-drop from library directly into specific step droppable zones
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- Footer statistics (total actions / category count)
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- Empty + fallback guidance when plugin actions absent
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- Guarantees availability: once the experiment's study context and its installed plugins are loaded, all corresponding plugin actions are registered and appear (guarded against duplicate loads / stale study mismatch)
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- Plugin availability is study-scoped: only plugins installed for the experiment's parent study (via Plugin Store installation) are loaded and exposed; this ensures experiments cannot reference uninstalled or unauthorized plugin actions.
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#### Properties Panel (`PropertiesPanel.tsx`)
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- Context-aware: action selection → action parameters; step selection → step metadata; otherwise instructional state
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- Boolean parameters now render as accessible Switch
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- Number parameters with `min`/`max` render as Slider (shows live value + bounds)
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- Number parameters without bounds fall back to numeric input
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- Select/text unchanged; future: enum grouping + advanced editors
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- Displays provenance + transport badges (plugin id@version, transport, retryable)
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## User Experience
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### Visual Design
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- **Tightened Spacing**: Compact UI with efficient screen real estate usage
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- **Dark Mode Support**: Proper selection states and theme-aware colors
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- **Color Consistency**: Category colors used throughout for visual coherence
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- **Micro-interactions**: Hover states, drag overlays, smooth transitions
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### Interaction Patterns
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- **Direct Action Editing**: Click any action to immediately edit properties (no step selection required)
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- **Multi-level Sorting**: Reorder steps in flow, reorder actions within steps
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- **Visual Feedback**: Drop zones highlight, selection states clear, drag handles intuitive
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- **Touch-friendly**: Proper activation constraints for mobile/touch devices
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### Properties Panel (Enhanced Parameter Controls)
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- **Action-First Workflow**: Immediate property editing on action selection
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- **Rich Metadata**: Icon, category color, provenance badges (Core/Plugin, transport)
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- **Switch for Boolean**: Improves clarity vs checkbox in dense layouts
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- **Slider for Ranged Number**: Applies when `min` or `max` present (live formatted value)
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- **Graceful Fallbacks**: Plain number input if no bounds; text/select unchanged
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- **Context-Aware**: Step editing (name/type/trigger) isolated from action editing
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## Technical Implementation
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### Drag and Drop System
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Built with `@dnd-kit` for robust, accessible drag-and-drop:
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```typescript
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// Multi-context sorting support
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const handleDragEnd = (event: DragEndEvent) => {
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// Action from library to step
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if (activeId.startsWith("action-") && overId.startsWith("step-")) {
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// Add action to step
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}
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// Step reordering in flow
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if (!activeId.startsWith("action-") && !overId.startsWith("step-")) {
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// Reorder steps
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}
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// Action reordering within step
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if (!activeId.startsWith("action-") && !overId.startsWith("step-")) {
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// Reorder actions in step
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}
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};
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```
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### Plugin Integration (Registry-Centric)
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Actions are loaded dynamically from multiple sources with provenance & version retention:
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```typescript
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class ActionRegistry {
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async loadCoreActions() {
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// Load from hristudio-core/plugins/
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const coreActionSets = ["wizard-actions", "control-flow", "observation"];
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// Process and register actions
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}
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loadPluginActions(studyId: string, studyPlugins: Array<{plugin: any}>) {
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// Load robot-specific actions from study plugins
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// Map parameter schemas to form controls
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}
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}
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```
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### Database & Execution Conversion
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Two-layer conversion:
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1. Visual design → DB steps/actions with provenance & execution metadata
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2. Visual design → Compiled execution graph (normalized actions + transport summary + integrity hash)
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```typescript
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function convertStepsToDatabase(steps: ExperimentStep[]): ConvertedStep[] {
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return steps.map((step, index) => ({
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name: step.name,
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type: mapStepTypeToDatabase(step.type),
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orderIndex: index,
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conditions: step.trigger.conditions,
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actions: step.actions.map((action, actionIndex) => ({
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name: action.name,
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type: action.type,
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orderIndex: actionIndex,
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parameters: action.parameters,
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})),
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}));
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}
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```
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## Validation & Hash Drift Handling
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A validation workflow now surfaces structural integrity + reproducibility signals:
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### Validation Endpoint
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- `experiments.validateDesign` returns:
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- `valid` + `issues[]`
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- `integrityHash` (deterministic structural hash from compiled execution graph)
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- `pluginDependencies` (sorted, namespaced with versions)
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- Execution summary (steps/actions/transport mix)
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### Drift Detection (Client-Side)
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- Local state caches: `lastValidatedHash` + serialized design snapshot
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- Drift conditions:
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1. Stored experiment `integrityHash` ≠ last validated hash
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2. Design snapshot changed since last validation (structural or param changes)
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- Badge States:
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- `Validated` (green outline): design unchanged since last validation and matches stored hash
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- `Drift` (destructive): mismatch or post-validation edits
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- `Unvalidated`: no validation performed yet
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### Rationale
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- Encourages explicit revalidation after structural edits
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- Prevents silent divergence from compiled execution artifact
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- Future: differentiate structural vs param-only drift (hash currently parameter-key-based)
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### Planned Enhancements
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- Hash stability tuning (exclude mutable free-text values if needed)
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- Inline warnings on mutated steps/actions
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- Optional auto-validate on save (configurable)
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## Plugin System Integration
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### Core Actions
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Loaded from `hristudio-core/plugins/` repositories:
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- **wizard-actions.json**: Wizard speech, gestures, instructions
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- **control-flow.json**: Wait, conditional logic, loops
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- **observation.json**: Behavioral coding, data collection, measurements
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### Robot Actions
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Dynamically loaded based on study configuration:
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- Robot-specific actions from plugin repositories
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- Parameter schemas automatically converted to form controls
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- Platform-specific validation and constraints
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### Fallback System
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Essential actions available even if plugin loading fails:
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- Basic wizard speech and gesture actions
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- Core control flow (wait, conditional)
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- Simple observation and data collection
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## Example Usage
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### Creating an Experiment
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1. **Add Steps**: Click "Add Step" to create containers in the experiment flow
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2. **Configure Steps**: Set name, type (sequential/parallel/conditional/loop), triggers
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3. **Drag Actions**: Drag from categorized library into step drop zones
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4. **Edit Properties**: Click actions to immediately edit parameters
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5. **Reorder**: Drag steps in flow, drag actions within steps
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6. **Save**: Direct conversion to database step/action records (provenance & execution metadata persisted)
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### Visual Workflow
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```
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Action Library Experiment Flow Properties
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┌─────────────┐ ┌──────────────────┐ ┌─────────────┐
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│ [Wizard] │ │ Step 1: Welcome │ │ Action: │
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│ [Robot] │ -----> │ ├ Wizard Says │ ------> │ Wizard Says │
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│ [Control] │ │ ├ Wait 2s │ │ Text: ... │
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│ [Observe] │ │ └ Observe │ │ Tone: ... │
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└─────────────┘ └──────────────────┘ └─────────────┘
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```
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## Benefits
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### For Researchers
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- **Intuitive Design**: Natural workflow matching experimental thinking
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- **Visual Clarity**: Clear step-by-step experiment structure
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- **Plugin Integration**: Access to full ecosystem of robot platforms
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- **Direct Editing**: No complex nested selections required
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### For System Architecture
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- **Clean Separation**: Visual design vs execution logic clearly separated
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- **Database Integrity**: Direct 1:1 mapping maintains relationships
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- **Plugin Extensibility**: Easy integration of new robot platforms
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- **Type Safety**: Complete TypeScript integration throughout
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### For Development
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- **Maintainable Code**: Clean component architecture with clear responsibilities
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- **Performance**: Efficient rendering with proper React patterns
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- **Error Handling**: Graceful degradation when plugins fail
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- **Accessibility**: Built on accessible `@dnd-kit` foundation
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## Modular Architecture Summary
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| Module | Responsibility | Notes |
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|--------|----------------|-------|
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| `BlockDesigner.tsx` | Orchestration (state, save, validation, drift badges) | Thin controller after refactor |
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| `ActionRegistry.ts` | Core + plugin action loading, provenance, fallback | Stateless across renders (singleton) |
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| `ActionLibrary.tsx` | Categorized draggable palette | Performance-isolated |
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| `StepFlow.tsx` | Sortable steps & actions, structural UI | No parameter logic |
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| `PropertiesPanel.tsx` | Parameter + metadata editing (enhanced controls) | Switch + Slider integration |
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## Future Enhancements
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### Planned Features (Updated Roadmap)
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- **Step Templates**: Reusable step patterns for common workflows
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- **Visual Debugging**: Inline structural + provenance validation markers
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- **Collaborative Editing**: Real-time multi-user design sessions
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- **Advanced Conditionals**: Branching logic & guard editors (visual condition builder)
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- **Structural Drift Granularity**: Distinguish param-value vs structural changes
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- **Version Pin Diffing**: Detect plugin version upgrades vs design-pinned versions
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### Integration Opportunities
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- **Version Control**: Track experiment changes across iterations
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- **A/B Testing**: Support for experimental variations within single design
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- **Analytics Integration**: Step-level performance monitoring
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- **Export Formats**: Convert to external workflow systems
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This redesigned experiment designer now combines step-based structure, provenance tracking, transport-aware execution compilation, integrity hashing, and validation workflows to deliver reproducible, extensible, and transparent experimental protocols.
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@@ -21,9 +21,9 @@ bun run docker:up
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bun db:push
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bun db:seed
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# Sync plugin repositories (admin only)
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# This populates the plugin store with robot plugins
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# from https://repo.hristudio.com
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# Single command now syncs all repositories:
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# - Core blocks from localhost:3000/hristudio-core
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# - Robot plugins from https://repo.hristudio.com
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# Start development
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bun dev
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@@ -89,7 +89,7 @@ Study → Experiment → Trial → Step → Action
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| `bun typecheck` | TypeScript validation |
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| `bun lint` | Code quality checks |
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| `bun db:push` | Push schema changes |
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| `bun db:seed` | Seed test data |
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| `bun db:seed` | Seed data & sync repositories |
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| `bun db:studio` | Open database GUI |
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---
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@@ -223,16 +223,16 @@ const hasRole = (role: string) => session?.user.role === role;
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## 🤖 **Robot Integration**
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### Core Blocks System
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### Core Block System
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```typescript
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// Core blocks loaded from hristudio-core repository
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await registry.loadCoreBlocks();
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// Core blocks loaded from local repository during development
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// Repository sync: localhost:3000/hristudio-core → database
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// Block categories:
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// Block categories (27 total blocks in 4 groups):
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// - Events (4): when_trial_starts, when_participant_speaks, etc.
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// - Wizard Actions (6): wizard_say, wizard_gesture, etc.
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// - Control Flow (8): wait, repeat, if_condition, etc.
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// - Observation (8): observe_behavior, record_audio, etc.
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// - Observation (9): observe_behavior, record_audio, etc.
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```
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### Plugin Repository System
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@@ -269,9 +269,9 @@ interface Plugin {
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```
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### Repository Integration
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- **Live Repository**: `https://repo.hristudio.com`
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- **Core Repository**: `https://core.hristudio.com`
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- **Auto-sync**: Admin dashboard → Repositories → Sync
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- **Robot Plugins**: `https://repo.hristudio.com` (live)
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- **Core Blocks**: `localhost:3000/hristudio-core` (development)
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- **Auto-sync**: Integrated into `bun db:seed` command
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- **Plugin Store**: Browse → Install → Use in experiments
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|
||||
---
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@@ -408,7 +408,7 @@ bun typecheck
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3. Follow the established component patterns
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4. Add proper error boundaries for new features
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5. Test with multiple user roles
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6. Sync plugin repositories after setup for full functionality
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6. Use single `bun db:seed` for complete setup
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### Code Standards
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- Use TypeScript strict mode
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|
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@@ -2,6 +2,94 @@
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|
||||
## Recent Changes Summary (February 2025)
|
||||
|
||||
### Experiment Designer Iteration (February 2025)
|
||||
|
||||
#### **Current Focus: Modularized Designer (ActionLibrary / StepFlow / PropertiesPanel / Registry) & Validation Drift Handling**
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**Status**: In active iteration (not stable)
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The experiment designer has been refactored into modular components (registry + library + flow + properties panel). Active iteration now targets validation drift visibility, richer parameter controls, and continued provenance/compilation integrity.
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**Implemented (baseline):**
|
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- Step-first container model (steps hold ordered actions) (stable)
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- Drag-and-drop of actions into steps and reordering within steps (stable)
|
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- Conversion utility to DB step/action structures (provenance & execution metadata flattening) (stable)
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||||
- Plugin action loading with namespaced IDs (pluginId.actionId) and provenance retention (stable)
|
||||
- Execution compilation pipeline (deterministic graph + integrity hash) integrated in update mutation (stable)
|
||||
|
||||
**UI State (updated):**
|
||||
- Compact spacing (h-6/7 inputs) and category coloring
|
||||
- Dark mode variants applied (will audit accessibility)
|
||||
- Category color system (may refine semantic tokens; now reused across extracted components)
|
||||
- Step containers with colored left borders for type (moved into `StepFlow`)
|
||||
- Drag overlays + hover states (keyboard reordering & provenance badge a11y still pending)
|
||||
|
||||
**Interaction Features (present / modularized):**
|
||||
- Multi-level drag & drop (steps + actions) via `StepFlow`
|
||||
- Direct action selection for inline parameter editing (now inside `PropertiesPanel`)
|
||||
- Action tooltip (plugin/source details; provenance badges present; enrichment still planned)
|
||||
- Drop zone highlighting
|
||||
- Pointer sensor activation threshold (mobile/touch review pending)
|
||||
|
||||
**Plugin Integration (status):**
|
||||
- Registry loads core + study plugin actions (version stored; pin drift resolution still pending; designer now guarantees installed study plugin actions appear once experiment + study resolved)
|
||||
- Fallback actions present (unchanged)
|
||||
- Param schema → UI field mapping (primitive only; now enhanced for boolean + ranged number)
|
||||
- Provenance & execution metadata embedded in action instances (server persists) (stable)
|
||||
- Structured error surfaces for plugin load/validation failures still TODO
|
||||
|
||||
**Technical Notes (updated):**
|
||||
- Types expanded: provenance, execution descriptors, integrity hashing structures (stable)
|
||||
- Acceptable performance; profiling after slider & drift logic integration still pending
|
||||
- Accessibility review pending (keyboard reorder, focus indicators, slider a11y labels)
|
||||
- Monolith split complete: `ActionRegistry.ts`, `ActionLibrary.tsx`, `StepFlow.tsx`, `PropertiesPanel.tsx`
|
||||
- Need unit tests for registry + conversion + compiler + drift serializer; none present
|
||||
|
||||
**Key Files (current iteration - post modularization):**
|
||||
- `~/components/experiments/designer/BlockDesigner.tsx` - Orchestrator (state, validation, drift)
|
||||
- `~/components/experiments/designer/ActionRegistry.ts` - Registry (core + plugin + fallback)
|
||||
- `~/components/experiments/designer/ActionLibrary.tsx` - Categorized draggables
|
||||
- `~/components/experiments/designer/StepFlow.tsx` - Sortable steps & actions
|
||||
|
||||
- `~/components/experiments/designer/PropertiesPanel.tsx` - Parameter & metadata editor
|
||||
**Current State Summary:**
|
||||
Functional baseline with modular extraction complete. Parameter UI upgraded (boolean → Switch, ranged number → Slider). Hash drift indicator implemented (Validated / Drift / Unvalidated). Still pending: enum grouping polish, keyboard DnD accessibility, version pin drift resolution, structured plugin load error surfaces.
|
||||
|
||||
### Seed Script Simplification & Repository Integration (stable)
|
||||
|
||||
#### **Unified Repository-Based Plugin Loading**
|
||||
Simplified and unified the seed scripts to load all plugins (core and robot) through the same repository sync mechanism.
|
||||
|
||||
**Seed Script Consolidation:**
|
||||
- **Before**: 5 separate seed scripts (`seed.ts`, `seed-dev.ts`, `seed-simple.ts`, `seed-plugins.ts`, `seed-core-blocks.ts`)
|
||||
- **After**: Single `seed-dev.ts` script with integrated repository sync
|
||||
- **Benefits**: Consistent plugin loading, easier maintenance, real repository testing
|
||||
|
||||
**Core Repository Integration:**
|
||||
- Core blocks now loaded from `http://localhost:3000/hristudio-core` during development
|
||||
- Same repository sync logic as robot plugins from `https://repo.hristudio.com`
|
||||
- Eliminates hardcoded core blocks - everything comes from repositories
|
||||
- Local core repository served from `public/hristudio-core/` directory
|
||||
|
||||
**Simplified Setup Process:**
|
||||
```bash
|
||||
docker compose up -d
|
||||
bun db:push
|
||||
bun db:seed # Single command loads everything
|
||||
```
|
||||
|
||||
**Repository Sync Integration:**
|
||||
- Core system blocks loaded as single plugin with 4 block groups (27 total blocks)
|
||||
- Robot plugins loaded individually (TurtleBot3 Burger/Waffle, NAO)
|
||||
- All repositories use same sync validation and error handling
|
||||
- Proper metadata storage with repository references
|
||||
|
||||
**Package.json Cleanup:**
|
||||
- Removed `db:seed:simple`, `db:seed:plugins`, `db:seed:core-blocks`, `db:seed:full`
|
||||
- Single `db:seed` command for all seeding needs
|
||||
- Simplified development workflow with fewer script options
|
||||
|
||||
---
|
||||
|
||||
### Plugin Store Repository Integration
|
||||
|
||||
#### **Complete Repository Synchronization System**
|
||||
@@ -32,9 +120,7 @@ Fixed and implemented full repository synchronization for dynamic plugin loading
|
||||
- Repository names displayed for all plugins from proper metadata
|
||||
- Study-scoped plugin installation working correctly
|
||||
|
||||
---
|
||||
|
||||
## Recent Changes Summary (December 2024)
|
||||
## Recent Changes Summary (December 2024) (historical reference)
|
||||
|
||||
### Plugin System Implementation
|
||||
|
||||
@@ -171,7 +257,7 @@ The experiment designer was completely redesigned to integrate seamlessly with t
|
||||
```
|
||||
|
||||
#### **Files Modified**
|
||||
- `src/components/experiments/designer/EnhancedBlockDesigner.tsx` - Complete redesign
|
||||
- `src/components/experiments/designer/BlockDesigner.tsx` - Current iterative version
|
||||
- `src/components/ui/data-table.tsx` - Fixed control heights
|
||||
- `src/components/experiments/experiments-data-table.tsx` - Fixed select styling
|
||||
- `src/components/participants/participants-data-table.tsx` - Fixed select styling
|
||||
@@ -279,24 +365,24 @@ The overall system theme was too monochromatic with insufficient color personali
|
||||
|
||||
---
|
||||
|
||||
### Current Status
|
||||
### Current Status (Deprecated Section - To Be Rewritten)
|
||||
|
||||
#### **Completed**
|
||||
- Complete experiment designer redesign with unified components
|
||||
- (Remove) Designer not yet in a stable/complete state
|
||||
- All data table control styling standardized
|
||||
- System theme enhanced with better colors
|
||||
- Breadcrumb navigation completely fixed
|
||||
- Technical debt resolved
|
||||
|
||||
#### **Production Ready**
|
||||
- All TypeScript errors resolved
|
||||
- TypeScript surface improving; more types to add for provenance/execution
|
||||
- Consistent styling throughout application
|
||||
- Proper error handling and user feedback
|
||||
- Excellent dark mode support
|
||||
- Mobile/tablet friendly drag and drop
|
||||
|
||||
#### **Improvements Achieved**
|
||||
- **Visual Consistency**: Complete - All components now use unified design system
|
||||
- Visual consistency improved; still refactoring designer component size
|
||||
- **User Experience**: Significant improvement in navigation and usability
|
||||
- **Code Quality**: Clean, maintainable code with proper patterns
|
||||
- **Performance**: Optimized drag and drop with better collision detection
|
||||
@@ -304,7 +390,7 @@ The overall system theme was too monochromatic with insufficient color personali
|
||||
|
||||
---
|
||||
|
||||
### Core Block System Implementation (February 2024)
|
||||
### Core Block System Implementation (February 2024) (archived)
|
||||
|
||||
**Complete documentation available in [`docs/core-blocks-system.md`](core-blocks-system.md)**
|
||||
|
||||
@@ -388,26 +474,37 @@ hristudio-core/
|
||||
|
||||
---
|
||||
|
||||
### Documentation Status
|
||||
### Documentation Status (Updated With Provenance, Compilation, Pending Modularization)
|
||||
|
||||
All changes have been documented and the codebase is ready for production deployment. The system now features:
|
||||
|
||||
1. **Complete Plugin Architecture**: Both core blocks and robot actions loaded from repositories
|
||||
2. **Working Repository Sync**: Live synchronization from `https://repo.hristudio.com`
|
||||
3. **Proper Installation States**: Plugin store correctly shows installed vs available plugins
|
||||
4. **TypeScript Compliance**: All unsafe `any` types replaced with proper typing
|
||||
5. **Admin Access**: Full administrator role and permission system operational
|
||||
1. Unified repository loading in place (integrity hash now captured; version drift alerts pending)
|
||||
2. **Simplified Seed Scripts**: Single command setup with automatic repository synchronization
|
||||
3. **Local Core Repository**: Core blocks served from `public/hristudio-core/` during development
|
||||
4. **Working Repository Sync**: Live synchronization from `https://repo.hristudio.com` for robot plugins
|
||||
5. **Proper Installation States**: Plugin store correctly shows installed vs available plugins
|
||||
6. **TypeScript Compliance**: All unsafe `any` types replaced with proper typing
|
||||
7. **Admin Access**: Full administrator role and permission system operational
|
||||
|
||||
**Core Documentation Files:**
|
||||
**Core Documentation Files (Pending Updates):**
|
||||
- [`docs/core-blocks-system.md`](core-blocks-system.md) - Complete core blocks implementation guide
|
||||
- [`docs/plugin-system-implementation-guide.md`](plugin-system-implementation-guide.md) - Robot plugin system guide
|
||||
- [`docs/work_in_progress.md`](work_in_progress.md) - Current development status
|
||||
- [`docs/work_in_progress.md`](work_in_progress.md) - Current development status (now includes provenance & compiler updates)
|
||||
|
||||
**Production Readiness:**
|
||||
- ✅ All TypeScript errors resolved (except documentation LaTeX)
|
||||
- ✅ Repository synchronization fully functional
|
||||
**Readiness Caveats:**
|
||||
- Pending UI: provenance badges (partially done), re-validation triggers (implemented), drift indicator (TODO), modular split (TODO), parameter control upgrades (TODO), version drift resolution (TODO)
|
||||
- ✅ Simplified seed scripts with unified repository loading
|
||||
- ✅ Core repository integration via localhost during development
|
||||
- ✅ Repository synchronization fully functional for both core and robot plugins
|
||||
- ✅ Plugin store with proper installation state detection
|
||||
- ✅ Admin dashboard with repository management
|
||||
- ✅ Complete user authentication and authorization
|
||||
- ✅ Study-scoped plugin installation working
|
||||
- ✅ 98% feature completion maintained
|
||||
- ✅ 98% feature completion maintained
|
||||
|
||||
**Development Workflow (Stable Pieces):**
|
||||
- ✅ Single `bun db:seed` command for complete setup
|
||||
- ✅ Core blocks loaded from local repository structure
|
||||
- ✅ Robot plugins synchronized from live repository
|
||||
- ✅ Consistent plugin architecture across all block types
|
||||
- ✅ Real repository testing during development
|
||||
Reference in New Issue
Block a user