@vedangiitb/qwintly-core

qwintly-core

A shared package consisting of:

1. Shared AI Tools: Modular schemas and implementations optimized for planning and layout manipulation.
2. Project Indexer: Codebase analytics, configuration extraction, and metadata indexing for routes.
3. Status Logging: Real-time progress streaming via database and Redis Pub/Sub channels.

These components power the qwintly website generator project.

Documentation

For a detailed walkthrough of the internal design, system schemas, and flow mechanics, see the Architecture & Tool Loop Reference Guide. It covers:

• The Tool Ecosystem: Schemas, implementations, and safety guardrails.
• The toolLoop Execution Flow: Multi-turn iteration timelines and retries.
• Smart Context Management: Argument redaction, compaction, and file read capping.
• Model Output & State Persistence: Supabase logging, token auditing, and Redis streaming.