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

2026-03-10

Today's Plan

• Continue Paperclip work as Senior Engineer
• 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.