Market Digest: Self-hosted market analysis and Telegram
Consolidates pre-market routine into Telegram digest with backtestable scoring.

Normalizes 150M parcels from 3,000 counties when Reonomy already does this.
Commercial real estate investors, family offices, acquisition teams
Reonomy · CompStak · PropertyShark
Consolidates pre-market routine into Telegram digest with backtestable scoring.
Open-source memory beats frontier models on benchmarks, but Chain-of-Verification isn't new.
Extracts user-facing strings from JS/TS, templates, Markdown, and many backend formats, then runs each snippet through OpenAI or Anthropic to score tone against selectable voice templates (Professional/Casual/Technical) and report file+line hits. BYO API key and optional score-sharing keeps raw text local by default — smart for privacy — though I'd like to see CI hooks, rule customization, and threshold tuning to tame noisy LLM judgments.
Useful privacy directory, but manually checking provider ToS pages accomplishes the same thing.
Problem curation is solid; execution is a README with 4 ideas and zero traction so far.
Beats GPT-5 at golf forecasting via auto-labeled data pipeline; replicable recipe for any domain via SDK.