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@isupervillain

isupervillain

isupervillain

Building AI agents that do real work.

We're an early-stage AI lab building practical agentic tools for traders, farmers, and everyday operators. Not demos. Not wrappers. Agents that take action.


What we build

Each agent is purpose-built for a specific domain — focused tools that understand their job and do it well.

Codename Agent Status
MIDAS Day Trader Agent — real-time market scanning, pattern recognition, risk management Experimental
DEMETER Farmer Agent — weather analysis, soil monitoring, crop health, yield optimization Planned
PROMETHEUS Research Agent — multi-source aggregation, intelligent summarization, trend tracking Experimental
HEPHAESTUS Workflow Agent — process automation, email triage, data pipeline orchestration Planned

Philosophy

  • Agentic, not scripted — our agents reason, plan, and adapt
  • Built for operators — day traders, farmers, small business owners
  • Ship fast, iterate faster — no vaporware, no roadmaps that go nowhere
  • Utility over hype — always

Currently building

  • 2026-05 — MIDAS market scanning engine + real-time data pipeline
  • 2026-05 — Core agent framework and evaluation harness
  • 2026-06 — PROMETHEUS research synthesis engine
  • 2026-07 — DEMETER agriculture data layer

Connect


The "supervillain" part? It's the outsider mindset. The willingness to ignore conventions, ship fast, and build things that actually matter.

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    JavaScript

  3. purecode purecode Public

    A fast, language-aware code analysis tool that distinguishes "pure code" from "noise" (comments, whitespace, boilerplates). It can analyze git diffs (for PR reviews) or scan file directories (for c…

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