Proof of Usefulness Reports
Real utility scores for popular tools and platforms
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Carrying context between decisions without losing it. I built an EM Operating System using Obsidian (local markdown vault), Claude Code (AI that files and links your notes), and Google Drive (free sync via rclone). It runs on the PARA method — four folders optimised for action, not archiving — and a custom para-capture skill that auto-classifies rough text into the right folder, adds frontmatter, and links related notes.
Docling Studio is a visual debugger for Docling. You convert a document, you see bounding boxes, you inspect chunks. It solves a real pain point when you're tuning OCR pipelines. It is a RAG pipeline visual debugger.
Turn attention into clients. Atrium Cloud helps creators convert visibility into real income by giving them a complete AI-powered platform to build, manage, and scale their online business. Instead of relying on fragmented tools or external platforms, you control your website, funnels, leads, and automation in one place—transforming attention into clients with clarity, ownership, and a system designed to grow with you.
Through experiential commerce and phygital strategy, Mystery on Main Street is creating a big data marketing and advertising mobile application platform utilizing several technologies including AI (artificial intelligence), AR (augmented reality) and incentivized gamification to increase patronization of local B2C walk-in traffic “mom ‘n pops”. Think of this as Groupon meets scavenger hunt and Pokémon Go.
ETCH is the Epistemic Topology Compute Hypergraph that takes the opposite path. It is a five-layer graph-native cognitive engine that processes knowledge as it actually exists: structured, typed, and interconnected. Not tokens in a sequence, but nodes in a hypergraph with relationships that carry meaning. Every reasoning step preserves a formal uncertainty tuple belief, disbelief, uncertainty, base rate as a mathematical invariant.
Prompt Quality Score (PQS) is the world's first named AI prompt quality score, a pre-flight scoring and optimization API that grades prompts across 8 dimensions before LLM inference, so developers and agents stop burning tokens on bad inputs.
Soliris is an autonomous AI copy-trading MCP (Model Context Protocol) server for Solana. It monitors whale wallets in real time, detects DEX price divergence signals, and executes trades automatically using configurable risk rules — no human needed after setup.
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DraftCut is the text-first podcast editor. Upload your recording, edit it like a Word doc, and let the audio follow.
JSON Viewer is a powerful online tool that helps developers visualize JSON, CSV, and YAML data into interactive graphs, charts, and structured views. It simplifies complex data into easy-to-understand formats, improving debugging and analysis. Built for developers, teams, and data enthusiasts to explore data visually and efficiently.
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