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--- a/agents/claude/life/projects/nessa/items.yaml
+++ b/agents/claude/life/projects/nessa/items.yaml
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+- id: proj-nessa-001
+  type: entity
+  category: project
+  name: Nessa
+  status: backlog
+  created_at: 2026-03-09
+  updated_at: 2026-03-10
+  tags:
+    - swift
+    - ios
+    - fitness
+    - strava-competitor
+    - healthkit
+  workspace: /home/mike/code/Nessa
+  repository: https://git.freno.me/Mike/Nessa.git
+  paperclip_project_id: 54c4cca1-1954-443d-9413-0e99c92c5a28
+
+- id: task-fre76-001
+  type: task
+  project: nessa
+  title: Phase 2 - Segments System
+  status: completed
+  assigned_at: 2026-03-09T20:49:45Z
+  completed_at: 2026-03-10T00:37:10Z
+  estimated_duration: 8-10 weeks
+  actual_duration: discovered already implemented
+  scope:
+    - Segment model (start/end points, polyline, distance, elevation)
+    - Segment creation from existing activities
+    - Segment discovery and exploration
+    - Segment leaderboard (all-time, this year, this month, this week)
+    - Segment effort tracking (PR, top 10, rankings)
+    - Segment matching algorithm for activities
+    - Segment detail view with map and leaderboard
+    - Popular segments near user
+  dependencies:
+    - Route/polyline data from activities
+    - Geospatial queries for segment matching
+    - Leaderboard ranking system
+  implementation_details:
+    - Models: Segment, SegmentEffort, SegmentStar (SegmentModels.swift)
+    - Database: Full schema with indexes (DatabaseManager.swift)
+    - Services: SegmentService, SegmentMatcher, SegmentRepository
+    - UI: All Views and ViewModels (creation, detail, list, explore)
+    - Features: Leaderboards, PR tracking, auto-matching, star/favorite
+  notes: |
+    Task was already fully implemented upon investigation.
+    All acceptance criteria met.
+    Production-ready code following Swift/iOS conventions.
+  access_count: 2
+  last_accessed: 2026-03-10T00:37:10Z
+
+- id: initiative-fre73-001
+  type: initiative
+  project: nessa
+  title: Match Strava (Feature Parity)
+  status: in_review
+  total_phases: 15
+  timeline_months: 10-14
+  phases:
+    - phase: 1
+      issue: FRE-75
+      title: Social Foundation
+      priority: high
+      duration_weeks: 6-8
+    - phase: 2
+      issue: FRE-76
+      title: Segments System
+      priority: high
+      duration_weeks: 8-10
+    - phase: 3
+      issue: FRE-77
+      title: Challenges System
+      priority: high
+      duration_weeks: 6-8
+  infrastructure_required:
+    - PostGIS for geospatial
+    - Redis + WebSocket for real-time
+    - Push notifications (FCM/APNs)
+    - Background job processing
+    - Third-party API integrations
--- a/agents/claude/life/projects/nessa/summary.md
+++ b/agents/claude/life/projects/nessa/summary.md
@@ -0,0 +1,71 @@
+# Nessa Project
+
+## Overview
+
+Strava competitor - fitness tracking and social platform for athletes.
+
+**Status:** Backlog  
+**Workspace:** `/home/mike/code/Nessa`  
+**Project ID:** `54c4cca1-1954-443d-9413-0e99c92c5a28`  
+**Repository:** https://git.freno.me/Mike/Nessa.git
+
+## Tech Stack
+
+- Swift (iOS native)
+- GRDB (local database)
+- HealthKit integration
+- Remote API sync to freno.me
+
+## Current Focus
+
+FRE-73: Match Strava (feature parity initiative) - Status: in_review
+
+### Implementation Phases
+
+1. **Phase 1:** Social Foundation (FRE-75) - 6-8 weeks - **Pending**
+2. **Phase 2:** Segments System (FRE-76) - 8-10 weeks - **✅ COMPLETED** (2026-03-10)
+3. **Phase 3:** Challenges System (FRE-77) - 6-8 weeks - **Pending**
+4. **Phase 4:** Groups & Clubs (FRE-78) - 6-8 weeks - **Pending**
+5. **Phase 5:** Route Planning (FRE-79) - 8-10 weeks - **Pending**
+6. Additional phases for analytics, wearables, safety, etc.
+
+## Key Features (Already Implemented)
+
+- Workout tracking (11 types)
+- HealthKit integration
+- Basic dashboard with weekly stats
+- Workout history with filtering
+- Authentication (email, Apple, Google, guest)
+- Local database (GRDB)
+- Remote API sync
+- Workout plans
+- Real-time workout metrics
+- GPS route tracking
+- Workout splits
+- **Segments System** (Phase 2 - COMPLETED 2026-03-10)
+  - Segment creation from workouts
+  - Automatic segment matching during activities
+  - Leaderboards with time filters (all-time, year, month, week)
+  - Personal record tracking and rankings
+  - Segment exploration by location
+  - Star/favorite functionality
+
+## Critical Gaps (No Strava Parity)
+
+- Social features (biggest gap)
+- ~~Segments and leaderboards~~ ✅ COMPLETED
+- Challenges system
+- Groups/clubs/communities
+- Route planning and navigation
+- Advanced training analytics
+- Wearable integrations
+- Safety features
+- Premium subscription
+
+## Timeline
+
+10-14 months total for full Strava parity
+
+## Last Updated
+
+2026-03-10