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---
### `docs/project-plan.md`
```markdown
# 📋 Loopless — Project Plan
## Problem Statement
The freelance economy is projected to exceed $12 trillion globally, yet Upwork/Fiverr/Toptal suffer from:
1. Generic matching (keyword-only, no semantic alignment)
2. Opaque project progress (no real-time visibility)
3. High platform fees
4. No integrated async collaboration tools
**Loopless** solves this with pgvector semantic matching, GitHub integration, AI project summaries, and async standups.
---
- Want a living portfolio with GitHub-integrated project pages
- Seek enterprise projects matching their exact proficiencies
- Need to communicate progress without synchronous meetings
- Need transparency into freelancer work without micromanagement
- Want AI-powered recommendations based on hiring patterns
- Value async communication to reduce scheduling overhead
| User | Job | Loopless Solution |
|---|---|---|
| Freelancer | Showcase work compellingly | GitHub-integrated pages + AI summaries |
| Freelancer | Find matching projects | Semantic pgvector matching |
| Freelancer | Communicate progress async | Structured daily standup feature |
| Enterprise | Find right freelancer fast | AI-powered recommendations |
| Enterprise | Monitor without meetings | View async standups + live project pages |
| Enterprise | Get quick project status | One-click AI summary generation |
| Enterprise | Communicate in real-time | Built-in SignalR DMs |
Active Project Collaborations per Week — projects with ≥1 commit sync, file upload, standup entry, or message exchange per week.
- Weekly Active Users (WAU) by role
- Match-to-Conversation Rate
- Standup Completion Rate
- AI Summary Generation Rate
- Time-to-First-Collaboration