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luxas
by Muuuun
Autonomous research agent that turns questions into compiled LaTeX manuscripts
TypeScript
Updated Jul 3, 2026
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What It Does
Automates the research workflow from a question to a compiled LaTeX manuscript. Chains specialist agent roles (literature survey, experiment design, writing, and compilation) and orchestrates them in TypeScript to produce a finished paper. Distinctive support for LaTeX output and role-based task decomposition geared for long-running, autonomous research runs. finished paper
Why It Matters
As agents take on larger, end-to-end tasks like writing papers, it's essential to capture how a result was produced and which agents handled each step. Luxas makes that lifecycle explicit by assigning roles and producing deliverables (including LaTeX) that can be audited and inspected. That record becomes a practical signal for agent track record and post-hoc evaluation in multi-agent trust workflows, enabling audit and inspection.
Best For
Researchers and teams prototyping autonomous research pipelines that need role decomposition, reproducible outputs, and written deliverables.
Applications
- Automating literature reviews and drafting academic manuscripts from a high-level question
- Orchestrating specialist agents (survey, experiment, writing, compile) for long-running research tasks
- Generating reproducible LaTeX outputs that support audit trails and post-hoc evaluation of agent decisions
Works With
anthropic
Topics
agentic-aiautonomous-agentclaudelatexmulti-agent-systemresearch-agent
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Keywords
autonomous-agentresearch-agentmulti-agent trustagent-evaluationlatex