macOS · Apple Silicon · v0.8.0

Your edge.
Your keys.
Your call.

Gallagyan is a local-first macOS research assistant. It presents evidence, indicators, market context, scenarios, uncertainty, and risks, with an exact-confirmation paper lab. Real orders stay in your exchange.

Research-only AI Paper simulation only Zero telemetry
The terminal

Market context without an execution handoff.

Research stays research. Paper simulations stay virtual. Every real order stays outside Gallagyan.

01

AI Research Copilot

Explore a thesis through price action, public market structure, news context, conditional scenarios, uncertainty, counterarguments, and risks. Output is informational—not a personalized trade directive.

// BTC/INR market contextRESEARCH
upside scenariorange expansion above prior high
downside scenarioliquidity weakens below range midpoint
uncertainty: data freshness · event risk · spread
02

Real Orders Stay Outside

Gallagyan cannot submit, stage, prefill, relay, modify, cancel, or execute a real exchange order—even after a confirmation. You independently choose and place any real order directly in your exchange.

REAL ORDERnot available in Gallagyan
choose details in your exchange↗ outside app
PAPER SIMULATIONvirtual INR only
exact one-time /confirm JSON requiredlocal
03

Your Keys Stay Yours

Use managed ChatGPT sign-in or your own LLM key for research. Gallagyan does not request or load broker/exchange trading credentials. There is no cloud order relay and no product telemetry.

llm_api_keysk-••••••••••••••••4f2a🔒 on-device
exchange_keynot collected
broker_keynot collected
market_datapublic endpoints only
04

Exact-Confirmation Paper Lab

You choose the exact virtual transaction and supply its tool and arguments in structured /confirm JSON. Gallagyan permits one matching paper call; invalid, altered, or repeated calls fail closed.

paper portfolio+18.4%
max drawdown −6.1% · 41 trades · simulated
05

Paper Safety Cages Stay Locked

The local simulator preserves its kill switch, daily-loss limit, position cap, trade-count cap, sizing limits, venue physics, accounting, fees, and adverse slippage.

kill switchoperator controlled
daily loss · positions · tradeshard capped
real money touchednever
06

Read the Market, Faster

It reads the firehose so you don't have to — headlines, filings, on-chain data — and surfaces what actually moves your watchlist, with sources you can verify yourself.

09:41 · headlinecontext
"BTC ETF inflows hit weekly high"
affects: BTC, ETH · source ✓
0% Local-first · keys on-device
0 Real-order capabilities
0 Paper confirmation · one exact call
0 Telemetry · nothing leaves
How it works

Three steps. Research and execution stay separate.

1

Choose research inference

Use managed ChatGPT sign-in or a local LLM credential. No broker or exchange trading credential is requested.

2

Explore market context

Ask for evidence, indicators, scenarios, uncertainty, and risks. Gallagyan does not return personalized trade instructions.

3

Keep real execution separate

Use exact JSON to confirm a virtual paper simulation. If you independently choose a real transaction, place it yourself in your exchange outside Gallagyan.

Straight talk

Built for operators, not spectators.

Built for

  • People who want sourced market research with explicit uncertainty
  • People who want a local, deterministic paper lab with hard safety cages
  • People who keep every real exchange action under their own direct control

Not for

  • Anyone looking for hands-off or scheduled trade execution
  • Anyone expecting AI-generated personalized trade directions
  • Anyone expecting Gallagyan to connect to a private order API
The deal

A tool, not a fund. You stay in control.

We never custody money or collect exchange trading keys. Gallagyan provides research context and virtual simulation; real exchange decisions and actions remain entirely yours.

Trading involves risk

Algoagent Core is research and paper-simulation software, not financial advice. AI output can be wrong, stale, or incomplete. You can lose some or all money used in transactions you independently place outside the app, and simulated results never guarantee real ones. Read our full Risk Disclosure.

Get started

Run your trading desk the way you run your code.

Free to download. macOS · Apple Silicon. Your keys, your data, your call.