CHORE: establish MotorSignal agent development baseline

AGENTS.md

@@ -0,0 +1,139 @@
+# MotorSignal — Agent Development Rules
+
+## Project Identity
+
+MotorSignal is a Flutter motorcycle telemetry and ride-analysis application.
+
+Before modifying code, agents MUST inspect the relevant existing architecture and
+tests and understand the current implementation.
+
+## Required Development Workflow
+
+Before making changes:
+
+1. Inspect the relevant source files.
+2. Identify existing services, providers, models, repositories, and tests.
+3. Do not duplicate existing functionality.
+4. Make the smallest safe change necessary.
+5. Preserve existing public interfaces unless the task explicitly requires change.
+6. Add or update tests for behavioral changes.
+7. Run static analysis.
+8. Run the relevant test suite.
+9. Run the complete test suite before declaring the task complete.
+10. Report exactly what changed and what verification passed.
+
+## Telemetry Freeze Boundary
+
+The following subsystem is FROZEN unless the task explicitly requires
+modification and the user approves the architectural change:
+
+- TelemetryService
+- SensorFusionService
+- RideStateMachine
+
+### TelemetryService
+
+Authoritative telemetry acquisition runs at 20 Hz / 50 ms.
+
+Do not:
+- change acquisition cadence
+- introduce competing telemetry clocks
+- duplicate sensor acquisition
+- bypass the authoritative telemetry pipeline
+- introduce UI-driven polling of sensors
+
+All consumers must use the existing telemetry architecture.
+
+### SensorFusionService
+
+Sensor fusion is authoritative for derived orientation/lean data.
+
+Do not introduce an independent lean-angle calculation without explicit
+architectural justification and regression tests.
+
+### RideStateMachine
+
+Preserve existing movement/crash/recovery semantics.
+
+The 3.0 MPH moving gate and kickstand isolation behavior are architectural
+contracts unless explicitly changed by the user.
+
+## Database Freeze Boundary
+
+AppDatabase is currently Schema 5.
+
+Do not modify database schema, migrations, event semantics, or persistence
+behavior casually.
+
+Any schema change MUST include:
+
+- migration
+- migration tests
+- backward compatibility consideration
+- verification against existing ride datasets
+
+Never delete or rewrite historical ride data during feature development.
+
+## Forensic / Export Freeze Boundary
+
+FieldTestExportService is authoritative for forensic exports.
+
+Preserve:
+
+- CSV schema
+- JSON session schema 1
+- GPX export
+- timestamp semantics
+- event ordering
+- sub-second telemetry fidelity
+
+Feature/UI work must not silently alter exported historical data.
+
+## State Management
+
+Follow the project's existing Riverpod architecture.
+
+Do not introduce another state-management framework.
+
+Prefer existing providers/services over creating parallel state containers.
+
+## UI Development
+
+UI features must consume existing domain/application services.
+
+Do not place telemetry acquisition, persistence, sensor fusion, or business
+logic directly inside widgets.
+
+Support both portrait and landscape layouts where applicable.
+
+## Testing
+
+Every behavioral change requires appropriate automated coverage.
+
+Before completion:
+
+    dart analyze lib test
+    flutter test
+
+A task is NOT considered complete if tests fail, analysis reports new issues,
+or existing regression datasets change unexpectedly.
+
+## Git Safety
+
+Never reset, force-push, rebase, delete branches, delete tags, or rewrite
+history unless explicitly requested.
+
+Create a checkpoint commit before significant architectural changes.
+
+Do not modify unrelated files.
+
+## Agent Behavior
+
+Investigate before modifying.
+
+Prefer surgical patches over broad rewrites.
+
+Do not "fix" unrelated problems discovered during a task.
+
+If an architectural conflict is discovered, stop and report it rather than
+silently changing a frozen subsystem.

MOTORSIGNAL_AI_ENVIRONMENT_AUDIT.md

@@ -0,0 +1,134 @@
+# MotorSignal AI Development Environment Audit Report
+
+**Audit Date:** August 30, 2026  
+**Application:** MotorSignal (Motorcycle Telemetry & Performance Dashboard)  
+**Repository:** `https://github.com/bponders12-cell/flutter-app.git`  
+**Current Version:** `1.0.2+102` (Git commit: `305c215`, Tag: `v1.0.2`)  
+**Audit Scope:** Read-only system inspection of toolchains, AI agent configurations, MCP servers, instruction files, testing pipelines, and telemetry freeze boundaries.
+
+---
+
+## 1. Toolchain & Runtime Environment
+
+| Component | Detected Version | Location / Path | Status |
+| :--- | :--- | :--- | :--- |
+| **Flutter SDK** | `3.44.6` (Channel `stable`) | `C:\Users\Bill\flutter` | ✅ Operational |
+| **Dart SDK** | `3.12.2` (stable, `windows_x64`) | `C:\Users\Bill\flutter\bin\cache\dart-sdk` | ✅ Operational |
+| **Java / JDK** | `26.0.1+8-34` (64-Bit Server VM) | `C:\Program Files\Java\jdk-26` | ✅ Operational |
+| **Android SDK** | `37.0.0` (API 37) | `C:\Users\Bill\AppData\Local\Android\sdk` | ⚠️ Missing cmdline-tools |
+| **Gradle Distribution** | `9.1.0-all` | `android/gradle/wrapper/gradle-wrapper.properties` | ✅ Operational |
+| **Android Gradle Plugin** | `9.0.1` | `android/settings.gradle.kts` | ✅ Operational |
+| **Kotlin Android Plugin** | `2.3.20` (Target: JVM 17) | `android/settings.gradle.kts` | ✅ Operational |
+| **Host OS** | Windows 11 Pro (`26H1`, Build `28120.2760`) | Microsoft Windows x64 | ✅ Operational |
+
+---
+
+## 2. Status Categorization
+
+### ✅ PASS
+
+1. **Source Code Cleanliness & Static Analysis:**
+   - `dart analyze lib test`: **0 errors, 0 warnings, 0 lints**. Full repository passes strict static analysis.
+2. **Automated Test Suite Integrity:**
+   - `flutter test`: **165 / 165 tests passing (100% success rate)** across all 28 test suites, including regression replay of physical field tests (Ride #4, #7, #8, #10, #11, #12, #13).
+3. **Telemetry & Sensor Fusion Baseline Freeze:**
+   - 20 Hz authoritative sampling timer (`50 ms` period) is intact and active.
+   - Adaptive Dynamic Complementary Filter and sensor fusion math remain 100% frozen.
+   - 3.0 MPH moving gate, kickstand isolation, and personal record gating remain strictly enforced.
+   - SQLite batch queue persistence, forensic event logging, and crash-recovery state machine are preserved.
+4. **Git Repository Baseline:**
+   - Active branch: `master` on commit `305c215`.
+   - Release tags: `v1.0.1` and `v1.0.2` established.
+   - Remote `origin`: `https://github.com/bponders12-cell/flutter-app.git`.
+5. **Context7 Documentation MCP:**
+   - Active and functioning via `resolve-library-id` and `query-docs`.
+6. **Sequential Thinking MCP:**
+   - Active and functioning via `sequentialthinking`.
+7. **Release Binary Generation:**
+   - Production release APK builds cleanly (`build/app/outputs/flutter-apk/MotorSignal-v1.0.2-build102-release.apk`, 64.2 MB).
+
+---
+
+### ⚠️ WARNING
+
+1. **Android SDK Command-Line Tools & Licenses:**
+   - `flutter doctor` notes `cmdline-tools component is missing` and `Android license status unknown`.
+   - While APK builds succeed using the Gradle wrapper directly, running `flutter doctor --android-licenses` or native CLI profiling requires `cmdline-tools`.
+2. **No Physical/Emulated Android Device Currently Attached:**
+   - `adb devices` shows the daemon is running (`tcp:5037`), but 0 devices/emulators are currently connected.
+   - Local execution is currently restricted to Windows Desktop (`windows-x64`) and Microsoft Edge (`web-javascript`).
+3. **Missing Chrome Executable Path:**
+   - `CHROME_EXECUTABLE` is not explicitly set in the system environment; `flutter doctor` cannot locate `chrome.exe` at the default path (Edge is used instead).
+4. **Visual Studio C++ Desktop Workload Incomplete:**
+   - Visual Studio 2022 Community is installed, but `MSVC v142` and `CMake tools for Windows` components are not fully installed for native Windows C++ desktop compilation (does not impact Android APK builds).
+
+---
+
+### 🔍 MISSING
+
+1. **Workspace Agent Instruction Files:**
+   - No project-level `AGENTS.md`, `GEMINI.md`, `CLAUDE.md`, or `.cursorrules` exist in the workspace root (`c:\Users\Bill\Desktop\flutter-app`).
+   - Only the global rule `C:\Users\Bill\.gemini\GEMINI.md` (Context7 routing) and built-in Antigravity instructions are active.
+2. **Firebase Project Configuration in Flutter App:**
+   - No `firebase.json`, `android/app/google-services.json`, `ios/Runner/GoogleService-Info.plist`, or `lib/firebase_options.dart` exist.
+   - No Firebase dependencies (`firebase_core`, `firebase_auth`, `cloud_firestore`) are installed in `pubspec.yaml`.
+   - *Note:* `firebase-mcp-server` and 12 Firebase agent skills are installed in the agent environment, but the application codebase itself has not yet integrated Firebase.
+3. **Explicit Environment Variables:**
+   - `ANDROID_HOME`, `JAVA_HOME`, and `FLUTTER_ROOT` are not explicitly defined as dedicated environment variables (they resolve via `PATH`).
+
+---
+
+### ⚡ CONFLICT / REDUNDANCY
+
+1. **Duplicate MCP Server Registrations:**
+   - `dart` and `dart-mcp-server` are both registered in the MCP environment with identical tool sets (`rip_grep_packages`, `read_package_uris`, `dtd`, `get_runtime_errors`, `hot_restart`, `hot_reload`, `widget_inspector`, `lsp`, `analyze_files`, etc.).
+   - `stitch` and `StitchMCP` are both registered with identical UI design system tools (`create_project`, `get_project`, `list_screens`, `generate_screen_from_text`, etc.).
+2. **Duplicate Workspace Skill Directories:**
+   - The workspace contains both `.agents/skills/` (65 skills) and `.agent/skills/` (30 skills). All 30 skills in `.agent/` are duplicates of skills in `.agents/`.
+
+---
+
+### 💡 RECOMMENDED ACTIONS
+
+1. **Standardize Workspace Agent Rules (`AGENTS.md`):**
+   - Create a single, authoritative `AGENTS.md` at the repository root defining project conventions, the frozen telemetry boundary, Riverpod/Drift state patterns, and testing requirements.
+2. **Consolidate Agent Skills Directory:**
+   - Remove the redundant `.agent/` folder and keep `.agents/` as the single canonical workspace skills directory.
+3. **Consolidate Duplicate MCP Registrations:**
+   - Deduplicate `dart-mcp-server` / `dart` and `StitchMCP` / `stitch` in the MCP configuration to reduce tool schema overhead.
+4. **Install Android SDK `cmdline-tools`:**
+   - Install `Android SDK Command-line Tools (latest)` via Android Studio SDK Manager and run `flutter doctor --android-licenses`.
+
+---
+
+## 3. Telemetry Protection & Architecture Verification
+
+| Telemetry Subsystem | File Reference | Status | Verification Detail |
+| :--- | :--- | :--- | :--- |
+| **Telemetry Clock** | [`TelemetryService`](file:///c:/Users/Bill/Desktop/flutter-app/lib/services/telemetry_service.dart) | 🔒 **FROZEN** | `50 ms` periodic acquisition rate (20 Hz) verified across 124,042 frames |
+| **Sensor Fusion Math** | [`SensorFusionService`](file:///c:/Users/Bill/Desktop/flutter-app/lib/services/sensor_fusion_service.dart) | 🔒 **FROZEN** | Adaptive Dynamic Complementary Filter with roll rate damping |
+| **Speed & Gate Limits** | [`RideStateMachine`](file:///c:/Users/Bill/Desktop/flutter-app/lib/features/rides/ride_state_machine.dart) | 🔒 **FROZEN** | 3.0 MPH moving gate, kickstand isolation, session reset |
+| **Data Persistence** | [`AppDatabase`](file:///c:/Users/Bill/Desktop/flutter-app/lib/database/database.dart) | 🔒 **FROZEN** | Drift SQLite batch writer, forensic event storage, Schema 5 |
+| **Forensic Export** | [`FieldTestExportService`](file:///c:/Users/Bill/Desktop/flutter-app/lib/services/field_test/field_test_export_service.dart) | 🔒 **FROZEN** | Sub-second CSV, JSON session schema 1, GPX export |
+| **Crash Recovery** | [`RideStateMachine`](file:///c:/Users/Bill/Desktop/flutter-app/lib/features/rides/ride_state_machine.dart) | 🔒 **FROZEN** | Unfinished ride detection, power-loss auto-recovery |
+
+---
+
+## 4. "Ready for Development" Checklist
+
+### Phase 1: Preparation for UI Enhancements
+- [x] Static analysis clean (`dart analyze lib test` = 0 issues)
+- [x] Full test suite passing (`165/165 tests`)
+- [x] Responsive Handling & Dynamics layout verified on all screen sizes
+- [x] Interactive forensic event inspection and multi-layer route maps operational
+- [x] Data-driven 4-tier motorcycle image hierarchy with isolated fallback operational
+- [ ] Connect a physical Android test device or start an Android emulator for visual UI verification
+
+### Phase 2: Preparation for Account & Authentication Work
+- [x] `firebase-mcp-server` active and accessible for cloud provisioning
+- [x] Firebase agent skills installed (`firebase-auth-basics`, `firebase-firestore`, `firebase-security-rules-auditor`)
+- [ ] Create/select Firebase project via Firebase Console or `firebase-mcp-server`
+- [ ] Add `firebase_core` and `firebase_auth` to `pubspec.yaml` without altering telemetry dependencies
+- [ ] Generate `lib/firebase_options.dart` using FlutterFire CLI (`flutterfire configure`)
+- [ ] Implement authentication repository/state layer strictly outside the frozen telemetry pipeline
+- [ ] Maintain offline-first local SQLite operation so telemetry recording never depends on auth state

skills-lock.json

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+      "computedHash": "c2cf46854472a452dafa11f862f2bca3d9fe7286a5bb45d85b1efbcebc74b74e"
+    },
+    "flutter-setup-declarative-routing": {
+      "source": "flutter/agent-plugins",
+      "sourceType": "github",
+      "skillPath": "skills/flutter-setup-declarative-routing/SKILL.md",
+      "computedHash": "4c2ed2fd729230be581b15d84741688e206632fb2b38af320060cd3518b91179"
+    },
+    "flutter-setup-localization": {
+      "source": "flutter/agent-plugins",
+      "sourceType": "github",
+      "skillPath": "skills/flutter-setup-localization/SKILL.md",
+      "computedHash": "fc0811b1b775c52c1b8f7df600f5c52b83029aea0586b8cc55169812affd408f"
+    },
+    "flutter-use-http-package": {
+      "source": "flutter/agent-plugins",
+      "sourceType": "github",
+      "skillPath": "skills/flutter-use-http-package/SKILL.md",
+      "computedHash": "bd169b5cee731751f3b32f43c94cfe9495fc8e6c3eb621b785c69e38b77d0e19"
+    },
     "gws-drive": {
       "source": "googleworkspace/cli",
       "sourceType": "github",
@@ -144,6 +348,12 @@
       "sourceType": "github",
       "skillPath": "skills/verify-and-stop/SKILL.md",
       "computedHash": "3d67de16a2b3c48b643bc511ebc4cb86e6c7105215d8428b6140cbcb73aba4e6"
+    },
+    "xcode-project-setup": {
+      "source": "firebase/agent-skills",
+      "sourceType": "github",
+      "skillPath": "skills/xcode-project-setup/SKILL.md",
+      "computedHash": "673e1c3a078c3a77c4ae706ddc731c9efc5d151b82097ef52f10c575e4cdc1c1"
     }
   }
 }