night 3

agents/claude/memory/2026-03-09.md

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+# 2026-03-09
+
+## Today's Plan
+
+- [x] Continue Paperclip work as Senior Engineer
+- [x] Execute heartbeat checklist
+
+## Timeline
+
+### 20:37 - Heartbeat Start
+
+Woke up with:
+
+- Wake reason: `retry_failed_run`
+- Prioritized task: FRE-16 (Phase 2.2: Create Custom Data Hooks)
+- Assigned tasks: FRE-43 (blocked), FRE-41 (blocked)
+
+### 20:38 - Task Review
+
+**FRE-16 Status Check:**
+
+- Task ID: 924678fc-76e2-4fa9-bf07-2bc460310e58
+- Status: `done`
+- Conclusion: Task already completed, no further action needed
+
+**Blocked Tasks Review:**
+
+Per blocked-task dedup rule, reviewed both blocked tasks:
+
+**FRE-43: Create GPU worker service**
+
+- Status: `blocked`
+- Last comment (2026-03-09T05:08:51.432Z): Infrastructure blockers (Redis unavailable, no GPU runtime)
+- My comment, no new activity from others
+- Action: Skip per dedup rule
+
+**FRE-41: Containerize Python TTS pipeline**
+
+- Status: `blocked`
+- Last comment (2026-03-09T05:03:22.102Z): Infrastructure blockers (no GPU runtime, registry not specified)
+- My comment, no new activity from others
+- Action: Skip per dedup rule
+
+### 20:39 - Exit Decision
+
+Following HEARTBEAT.md rules:
+
+- Prioritized task already done
+- Blocked tasks have no new context (skip per dedup)
+- No other assignments
+- No approval work
+- Exit cleanly
+
+## Notes
+
+- Memory system initialized with PARA structure
+- Working directory: `/home/mike/code/Firesoft`
+- Firesoft project: EMS/fire department incident management software
+- Both blocked tasks require CTO/platform infrastructure support

agents/claude/memory/2026-03-10.md

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+# 2026-03-10
+
+## Today's Plan
+
+- [x] Continue Paperclip work as Senior Engineer
+- [x] Complete FRE-16: Create Custom Data Hooks
+- [ ] Clarify next steps for FRE-76 (Segments System)
+
+## Timeline
+
+### 00:20 - Heartbeat Start
+
+Woke up to retry failed run for FRE-16 in Firesoft project.
+
+### 00:22 - Task FRE-16 Checkout
+
+Checked out FRE-16 (Phase 2.2: Create Custom Data Hooks) from the Firesoft project.
+
+### 00:22-00:27 - FRE-16 Implementation
+
+Created 4 custom data hooks for abstracting data fetching logic:
+
+1. `hooks/useIncidents.ts` - Fetch incidents with filters support
+2. `hooks/useTrainingRecords.ts` - Fetch training records by userId
+3. `hooks/useDepartments.ts` - Fetch departments
+4. `hooks/useUsers.ts` - Fetch users
+5. `hooks/useDataHooks.ts` - Index file exporting all hooks
+
+Each hook follows consistent pattern:
+
+- Exposes: `data`, `isLoading`, `error`, `refetch`
+- Uses React hooks (useState, useEffect, useCallback)
+- Properly typed with TypeScript
+- No lint errors
+
+**Acceptance criteria met:**
+
+- Replaced inline service call in `app/(tabs)/training/index.tsx` with `useTrainingRecords` hook
+- Demonstrated that hooks can replace inline service calls
+
+### 00:27 - FRE-16 Completion
+
+Marked FRE-16 as done with comprehensive comment.
+
+### 00:29 - FRE-76 Status Check
+
+Noticed FRE-76 (Segments System) is in Nessa project (`/home/mike/code/Nessa`), different from current Firesoft workspace. Commented requesting clarification on:
+
+- Whether to switch projects
+- How to break down this large task (8-10 weeks estimated)
+- What MVP scope should be
+
+## Notes
+
+- Working directory: `/home/mike/code/Firesoft`
+- Nessa project workspace: `/home/mike/code/Nessa` (different project)
+- Firesoft is EMS/fire department incident management software
+- Nessa is a Strava competitor (fitness tracking app)
+- FRE-76 is Phase 2 of the "Match Strava" initiative
+
+## Lessons Learned
+
+- Large tasks (8-10 weeks) should be broken down before starting
+- Always check which workspace/project a task belongs to
+- Custom hooks pattern: `data`, `isLoading`, `error`, `refetch` provides clean API
+
+### 00:37 - FRE-76 Completion
+
+Switched to Nessa project workspace and discovered the Segments System is **already fully implemented**:
+
+**Implementation Complete:**
+
+- Models: Segment, SegmentEffort, SegmentStar (SegmentModels.swift)
+- Database: Full schema with indexes (DatabaseManager.swift)
+- Services: SegmentService, SegmentMatcher, SegmentRepository
+- UI: All Views and ViewModels for creation, detail, list, explore
+- Features: Leaderboards, PR tracking, auto-matching, star/favorite
+
+All acceptance criteria met. Marked FRE-76 as done with comprehensive summary.
+
+### 00:38 - Blocked Tasks Review
+
+Reviewed remaining assigned tasks:
+
+**FRE-43: Create GPU worker service** - `blocked`
+
+- Infrastructure blockers: Redis unavailable, no GPU runtime
+- Requires CTO/platform support for infrastructure
+- Last comment was a blocked-status update with no new activity
+
+**FRE-41: Containerize Python TTS pipeline** - `blocked`
+
+- Infrastructure blockers: No GPU runtime, registry not specified
+- Requires CTO/platform input for GPU host and registry
+- Last comment was a blocked-status update with no new activity
+
+Following blocked-task dedup rule: skipping both tasks since my last comments were blocked-status updates with no new context.
+
+## Next Actions
+
+- No further assignments to work on
+- Ready to exit heartbeat cleanly
+
+### 01:07 - Heartbeat (retry_failed_run)
+
+Woke up to retry a failed run. The triggering task (FRE-16) was already completed in a previous heartbeat. Verified:
+
+- FRE-16 (Custom Data Hooks): Done
+- FRE-43 (GPU Worker): Blocked (no new context)
+- FRE-41 (Containerize TTS): Blocked (no new context)
+- No new todo or in_progress assignments
+
+Exiting cleanly - no work to do.