Research demo
Agent 'mind virus': self-propagating payload written into SOUL.md spreads between coding agents
AIR-2026-0193 AIR record · 2026-08-anthropic-epfl-agent-mind-virus
From the supporting source
Agents that wrote the payload into SOUL.md accounted for 88% of propagation attempts and infected the next agent 55% of the time.thehackernews.com
The record
Disclosed
2026-08-10
Vendor
OpenClaw (open-source project)
Product
OpenClaw (agent chain modeled on it); multi-agent coding collaboration
Risk domain
Access control and permissions › Privilege escalation
Also touches
Confused deputy
System type
Generative model
Who acted
Agent acted — agents wrote the payload into SOUL.md and infected the next agent
Attack surface
Multi-agent system
Autonomy level
Fully autonomous
Initial vector
Indirect prompt injection agent to agent
Impact type
Self propagation, Persistence, Behavior hijack
Confidence
Medium
Submitted by
EAI Internal
Crosswalk
- OWASP Agentic Top 10 (2026)
- ASI03 – Identity and Privilege Abuse
- MITRE ATLAS
- AML.T0055 – Unsecured Credentials
- NIST AI RMF
- GOVERN 6.1
- EU AI Act
- Article 13
- ISO/IEC
- TR 24028; 42001; 23894
- AIUC-1
- B. Security
- Scope
- tool misuse
- Mitigation
- Apply least-privilege principle; Regular policy audits.
- Taxonomy
- Enkrypt AI agent risk taxonomy · Black-Box Red Teaming of Agentic AI: A Taxonomy-Driven Framework for Automated Risk Discovery
Blast radius
simulated six-agent coding collaboration and a paired-agent chain
Capability abused
Taxonomy & references
Curator notes
Preprint from researchers at Anthropic and EPFL, released 10 Aug 2026; secondary coverage used as the source because the preprint URL could not be resolved. CAVEAT: the agent chain was 'modeled on OpenClaw', not run against live OpenClaw deployments, so the named-product test is only partly met. Prior art named in the same article: Thought Virus (Weckbecker et al., Feb 2026), Prompt Infection (Lee and Tiwari, 2024), ClawWorm/AgentWorm (Zhang et al., Mar 2026).
Cite as
Enkrypt AI. "Agent 'mind virus': self-propagating payload written into SOUL.md spreads between coding agents". AIR, AIR-2026-0193. https://agentincident.vercel.app/i/AIR-2026-0193/ (accessed 2026-10-19).