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Implement async PDF processing for owner's manuals with maintenance schedule extraction: - Add PDF preprocessor with PyMuPDF for text/scanned PDF handling - Add maintenance pattern matching (mileage, time, fluid specs) - Add service name mapping to maintenance subtypes - Add table detection and parsing for schedule tables - Add manual extractor orchestrating the complete pipeline - Add POST /extract/manual endpoint for async job submission - Add Redis job queue support for manual extraction jobs - Add progress tracking during processing Processing pipeline: 1. Analyze PDF structure (text layer vs scanned) 2. Find maintenance schedule sections 3. Extract text or OCR scanned pages at 300 DPI 4. Detect and parse maintenance tables 5. Normalize service names and extract intervals 6. Return structured maintenance schedules with confidence scores Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
MotoVaultPro — Simplified Architecture
Simplified 5-container architecture with integrated platform feature.
Requirements
- Mobile + Desktop: Implement and test every feature on both.
- Docker-first, production-only: All testing and validation in containers.
- See
CLAUDE.mdfor development partnership guidelines.
Staging and Production Commands. NOT FOR DEVELOPMENT (containers)
make setup # build + start + migrate (uses mvp-* containers)
make start # start 5 services
make rebuild #
make logs # tail all logs
make migrate # run DB migrations
Documentation
- AI context:
.ai/context.json(architecture, quick start, metadata) - Sprint workflow:
.ai/workflow-contract.json(issue tracking) - Docs hub:
docs/README.md - Features:
backend/src/features/{name}/README.md - Frontend:
frontend/README.md - Backend core:
backend/src/core/README.md
URLs and Hosts
- Frontend:
https://motovaultpro.com - Backend health:
https://motovaultpro.com/api/health
Operational Commands
- View active environment on production:
sudo cat /opt/motovaultpro/config/deployment/state.json - Switch traffic between environments on production:
sudo ./scripts/ci/switch-traffic.sh blue instant - View which container images are running:
docker ps --format 'table {{.Names}}\t{{.Image}}' - Flush all redis cache:
docker compose exec -T mvp-redis sh -lc "redis-cli FLUSHALL" - Flush all backup data on staging before restoring:
docker compose exec mvp-postgres psql -U postgres -d motovaultpro -c "TRUNCATE TABLE backup_history, backup_schedules, backup_settings RESTART IDENTITY CASCADE;"
Development Workflow
MotoVaultPro Development Workflow
============================================================================
SPRINT ISSUE SELECTION
----------------------
+--------------------+ +---------------------+
| Gitea Issue Board | | status/backlog |
| (Source of Truth) |------->| |
+--------------------+ +----------+----------+
|
v
+---------------------+
| status/ready |
| (Current Sprint) |
+----------+----------+
|
Select smallest + highest priority
|
v
+---------------------+
| status/in-progress |
+----------+----------+
|
============================================================================
PRE-PLANNING SKILLS (Optional)
------------------------------
|
+-----------------------------------+-----------------------------------+
| | |
v v v
+------------------+ +------------------+ +------------------+
| CODEBASE | | PROBLEM | | DECISION |
| ANALYSIS SKILL | | ANALYSIS SKILL | | CRITIC SKILL |
+------------------+ +------------------+ +------------------+
| When: Unfamiliar | | When: Complex | | When: Uncertain |
| area | | problem | | approach |
+------------------+ +------------------+ +------------------+
============================================================================
PLANNER SKILL: PLANNING WORKFLOW
---------------------------------
+---------------------+
| PLANNING |
| (Context, Scope, |
| Decision, Refine) |
+----------+----------+
|
v
+---------------------------------------+
| PLAN REVIEW CYCLE |
| (All results posted to Issue) |
+---------------------------------------+
|
v
+---------------------+
+------>| QR: plan-complete- |
| | ness |
| +----------+----------+
| |
[FAIL] | [PASS] |
| v
| +---------------------+
| | QR: plan-code |
| | (RULE 0/1/2) |
| +----------+----------+
| |
[FAIL]-----+ [PASS] |
v
+---------------------+
+------>| TW: plan-scrub |
| +----------+----------+
| |
| v
| +---------------------+
| | QR: plan-docs |
| +----------+----------+
| |
[FAIL]-----+ [PASS] |
v
+---------------------+
| PLAN APPROVED |
+----------+----------+
|
============================================================================
EXECUTION
---------
|
v
+---------------------+
| Create Branch |
| issue-{N}-{slug} |
+----------+----------+
|
v
+---------------------------------------+
| MILESTONE EXECUTION |
| (Parallel Developer Agents) |
+---------------------------------------+
|
+---------------------------------------------------------+
| +---------------+ +---------------+ +---------------+
| | FEATURE AGENT | | FRONTEND | | PLATFORM |
| | (Backend) | | AGENT (React) | | AGENT |
| +-------+-------+ +-------+-------+ +-------+-------+
| | | |
| +------------------+------------------+
| |
| Delegate to DEVELOPER role-agent
| |
+---------------------------------------------------------+
|
v
+---------------------+
+------>| QR: post- |
| | implementation |
| +----------+----------+
| |
| [FAIL] | [PASS]
| | |
+------+ v
+---------------------+
| TW: Documentation |
+----------+----------+
|
============================================================================
PR AND REVIEW
-------------
|
v
+---------------------+
| Open PR |
| Fixes #{N} |
+----------+----------+
|
v
+---------------------+
| status/review |
+----------+----------+
|
v
+---------------------------------------+
| QUALITY AGENT |
| (Final Gatekeeper - ALL GREEN) |
+---------------------------------------+
|
+-----------------------+-----------------------+
v v v
+------------------+ +------------------+ +------------------+
| npm run lint | | npm run type- | | npm test |
| | | check | | |
+------------------+ +------------------+ +------------------+
| | |
v v v
+------------------+ +------------------+ +------------------+
| Mobile Viewport | | Desktop Viewport | | RULE 0/1/2 |
| (320px, 768px) | | (1920px) | | Review |
+------------------+ +------------------+ +------------------+
| | |
+-----------------------+-----------------------+
|
[FAIL] | [PASS]
| | |
v | v
+---------------+ | +---------------------+
| Fix & Iterate |<--------+ | PR APPROVED |
+---------------+ +----------+----------+
|
============================================================================
COMPLETION
----------
+---------------------+
| Merge PR to main |
+----------+----------+
|
v
+---------------------+
| status/done |
+----------+----------+
|
v
+---------------------+
| DOC-SYNC SKILL |
+---------------------+
============================================================================
LEGEND
------
Skills: codebase-analysis, problem-analysis, decision-critic, planner, doc-sync
Role-Agents: Developer, Technical Writer (TW), Quality Reviewer (QR), Debugger
Domain Agents: Feature Agent, Frontend Agent, Platform Agent, Quality Agent
Labels: status/backlog -> status/ready -> status/in-progress -> status/review -> status/done
Commits: {type}: {summary} (refs #{N}) | Types: feat, fix, chore, docs, refactor, test
Branches: issue-{N}-{slug} | Example: issue-42-add-fuel-report
QUALITY RULES
-------------
RULE 0 (CRITICAL): Production reliability - unhandled errors, security, resource exhaustion
RULE 1 (HIGH): Project conformance - mobile+desktop, naming conventions, CI/CD pass
RULE 2 (SHOULD_FIX): Structural quality - god objects, duplicate logic, dead code
```
See `.ai/workflow-contract.json` for the complete workflow specification.