wren/README.md

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# Wren — Contractor Engagement
> *Part of the Circuit Forge LLC "AI for the tasks you hate most" suite.*
**Status:** Backlog — not yet started. Peregrine must prove the model first.
## What it does
Wren manages the full contractor relationship lifecycle: discovery and vetting, quote requests, scope-of-work generation, milestone tracking, dispute documentation, and lien waiver management.
Wrens are legendary nest-builders — meticulous, structural, and persistent. They build complex, intricately woven nests. The metaphor writes itself.
## Why it's hard
Hiring contractors is painful because:
- Vetting is opaque: reviews are gamed, licensing is hard to verify, references are curated
- Scope of work is undefined: vague quotes lead to scope creep and disputes
- Payment milestones are rarely tracked rigorously — disputes arise at completion
- Lien waivers are legally important but rarely requested by homeowners
## Core pipeline
```
Describe project → AI generates scope of work (SOW) draft
→ Discover contractors (Angi, Yelp, local boards) → Request quotes
→ Human review + select → Track milestones + payment schedule
→ On dispute: document timeline + generate demand letter
→ Lien waiver generation on final payment
```
## Key differentiators vs. Peregrine
- SOW generation: structured project description → legal-quality scope document
- Quote comparison: normalize across different contractor pricing formats
- Milestone tracker: payment tied to completion criteria, not just dates
- Dispute documentation: timestamped photo logs, communication thread export
## Product code (license key)
`CFG-WREN-XXXX-XXXX-XXXX`
## Tech notes
- Shared `circuitforge-core` scaffold
- Contractor discovery: Angi, HomeAdvisor, Yelp, Thumbtack scrape + APIs
- License verification: state contractor licensing board APIs (varies by state)
- SOW template library: kitchen, bathroom, roofing, HVAC, electrical, plumbing
- Vision module: photo documentation of work-in-progress milestones