Decision information
Verified: 8/14/2026- Ecosystem category
- Claw Agents
- Agent class
- Research
- Lineage
- Research
- Runs
- Hybrid
- Autonomy
- Autonomous
- Provider
- Aiming Lab
- Content type
- Product
- Pricing
- Open Source
- Open source
- Yes
- License
- MIT
- Maintenance
- Active
- Install methods
- Source
- Platforms
- macOS, Linux, Windows
- Interfaces
- Web, Terminal, OpenClaw
Documented Claw signals
View inclusion standard →Tool useMulti-step goalsProactive communicationAutonomous executionSkills / plugins / MCPPersistent / long-runningMemory / stateBrowser / shell / computer access
Security signals (informational, not a security certification)
Source availableRequires shellRequires browser accessRequires credentials
Verification source: https://github.com/aiming-lab/AutoResearchClaw · main branch / arXiv:2605.20025
Overview
A fully autonomous and self-evolving research system that turns an idea into a paper through a 23-stage workflow with optional human review and OpenClaw integration.
What it provides
- Covers literature, ideation, experiments, analysis, and paper generation
- Supports full-auto and human-in-the-loop modes
- Connects to multiple agent backends through ACP and an OpenClaw bridge
AllClaw classification
This project is listed as a Claw because its documented behavior includes several category signals such as persistence, autonomous execution, tools, memory, multi-step work, scheduling, proactive communication, or extensibility.
Provider: Aiming Lab. Primary source: https://github.com/aiming-lab/AutoResearchClaw.
The classification and core claims were checked against the linked primary source on August 14, 2026.
Tags
research-agentpaper-generationmulti-agentself-evolvingopenclaw