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ALTA

Research-only multi-agent market research platform with scouts, reviewers and a separate execution boundary

By kyky2347

Live GitHub metrics

Live GitHub data · Oct 11, 2026
Stars
1,098
Stars · 7d
+148
Stars · 30d
+875
30d momentum
+392.4%
Forks
130
Open issues
8
Language
Python
Last push
5 days ago

Latest release v0.25.0 on Aug 27, 2026. Repository created Aug 27, 2026.

25401.1kSep 1Oct 8
Cumulative GitHub stars, Sep 1, 2026 to Oct 8, 2026. Source: OSSInsight star history.

What it is

ALTA (Autonomous LLM Trading Asterism) models a virtual research firm: four specialist scouts pursue leads, independent reviewers challenge the evidence, a strategy desk compares ways to act, and every handoff leaves an inspectable record in an operator console. Execution is a separate boundary with a shadow mode and a broker-API mode (six connectors including Alpaca, IBKR, Tiger and Futu) that needs explicit authorisation; the README says live-account acceptance is not established.

In the maintainers' words: “Autonomous LLM Trading Asterism — a research-only multi-agent trading platform with evidence-first research, an auditable console, Shadow simulation and explicitly authorized broker execution.”

Markets

  • US equities
  • Hong Kong
  • China A-shares

Tags

  • Multi-agent
  • Research-only
  • Evidence trail
  • Operator console
  • #autonomous-agents
  • #codex-app-server
  • #event-driven-architecture
  • #llm-agents
  • #local-first
  • #market-research
  • #multi-agent-systems
  • #operator-console