• 00-implementation-guide.md — Phase-by-phase checklist (30 days)
• 01-product-requirements.md — Mathematical foundation & formulas
• 02-api-specification.md — Complete REST API contract
• 03-system-architecture.md — System design & deployment blueprint
• 04-ux-design.md — User experience philosophy
• 05-wireframe-flows.md — UI/CLI interaction flows
• 06-starter-templates.md — Project structures & boilerplate
• 07-validation-testing.md — Test scenarios & validation
• 08-faq.md — Frequently asked questions
• docs/README.md — Documentation index

• README.md — Main project overview
• QUICKSTART.md — 15-minute setup guide
• PROJECT_OVERVIEW.md — Visual project summary
• CONTRIBUTING.md — How to share your implementation

• .gitignore — Comprehensive ignore patterns
• SUMMARY.md — This file

Build RevertIQ: a production-grade API that identifies statistically significant mean-reversion trading windows.

You get: Complete specs, architecture, math formulas, API contracts
You build: The entire implementation from scratch

• Total Documentation: ~70 pages
• Code Examples: 15+ snippets
• Test Scenarios: 10+ validation cases
• Implementation Time: 2-4 weeks (full-featured)
• Difficulty: Intermediate to Advanced

Input: Ticker + Date Range + Parameters
  ↓
[Data Ingestion] → Polygon API → Parquet Storage
  ↓
[Signal Engine] → Z-scores, Detrending, Volatility
  ↓
[Walk-Forward] → Train/Test Splits, Parameter Optimization
  ↓
[Statistics] → ADF, KPSS, Hurst, Bootstrap, FDR
  ↓
[Cost Modeling] → Spread, Slippage, Fees
  ↓
Output: Ranked Windows + Diagnostics + Provenance

• Quantitative finance fundamentals
• Statistical hypothesis testing
• Time-series analysis
• Production API design
• Data engineering best practices
• System architecture

revertiq/
├── README.md                    ← Start here
├── QUICKSTART.md                ← Quick setup
├── PROJECT_OVERVIEW.md          ← Visual overview
├── CONTRIBUTING.md              ← Sharing guidelines
├── SUMMARY.md                   ← This file
├── .gitignore
│
└── docs/
    ├── README.md                ← Docs index
    ├── 00-implementation-guide.md
    ├── 01-product-requirements.md
    ├── 02-api-specification.md
    ├── 03-system-architecture.md
    ├── 04-ux-design.md
    ├── 05-wireframe-flows.md
    ├── 06-starter-templates.md
    ├── 07-validation-testing.md
    └── 08-faq.md

1. Read: README.md → QUICKSTART.md
2. Plan: Review docs/00-implementation-guide.md
3. Build: Follow the 30-day roadmap
4. Validate: Use docs/07-validation-testing.md
5. Share: Tag #revertiq-vibe-coding

• API returns ranked mean-reversion windows
• Walk-forward validation prevents overfitting
• Statistical tests (ADF, KPSS, Hurst) implemented
• FDR correction for multiple testing
• Cost modeling integrated
• Deterministic outputs with provenance
• Tests with >80% coverage

• CLI tool with pretty tables
• Web dashboard with heatmaps
• Webhook notifications
• Docker deployment
• Comprehensive monitoring

1. README.md
2. QUICKSTART.md
3. docs/00-implementation-guide.md
4. docs/01-product-requirements.md
5. docs/02-api-specification.md
6. docs/06-starter-templates.md

1. PROJECT_OVERVIEW.md
2. docs/03-system-architecture.md
3. docs/02-api-specification.md
4. docs/01-product-requirements.md

1. docs/01-product-requirements.md
2. docs/07-validation-testing.md
3. docs/00-implementation-guide.md

• Share: Tag repos with #revertiq-vibe-coding
• Discuss: Compare implementations across languages
• Help: Answer questions, share insights
• Contribute: Suggest spec improvements

• Documentation: Educational reference material
• Your Code: Yours to license as you choose
• Attribution: Appreciated if you use these specs

This is vibe coding — you get the vision, you build the reality.

No hand-holding. No starter code. Just comprehensive specs and your engineering skills.

Ready to build something amazing? Start with README.md! 🚀

Created: 2025-10-06
Version: 1.0
Total Files: 15
Total Lines: ~3,000+