Labs
Open source projects and research implementations from Curate Labs—code and artifacts you can inspect, run, and build on.
Open source and research code
Repositories and reference implementations you can read, run, and extend—built to the same standard as our written research.
Principle
Labs work ships as open source
We treat repositories and reference implementations as part of the research output—not an afterthought. Code carries the same bar for clarity, provenance, and reproducibility as our written analysis.
Bridge
From inquiry to runnable artifacts
Perspectives and research memos propose abstractions; labs projects ground them in APIs, CLIs, and examples operators can adopt. Expect frequent commits, honest tradeoffs in READMEs, and issues welcome.
Community
Issues, forks, and feedback
If something is unclear or broken, open an issue or start a discussion. We optimize for durable systems over hype—your real-world constraints help us prioritize what to harden next.
Labs projects
Where we turn ideas into software: libraries, tools, and experiments you can adopt or fork.
Open source · PyPI · alpha
GraphForge
Composable graph tooling for analysis, construction, and refinement—openCypher-compatible embedded engine with SQLite for research and investigative workflows.
Open source · GitHub
InfoExtract
Open source utilities for extracting structured information from semi-structured sources—pipeline-friendly primitives for research and product experiments.
Open source · PyPI · alpha
WACCY
Intelligent financial modeling for small businesses—extract and classify accounting data, build integrated models, and export institutional-style outputs (QuickBooks and EDGAR extensions on PyPI).
Open source · GitHub
DocUnderstand
Document understanding for trustworthy AI—parsing, structure, and analysis primitives for long-form content in research and operator workflows.
Work on the business. Not just in it.
HatTrickHQ helps operators drive consistent wins across finance, marketing, and compliance—without adding complexity.