Setup & Installation
openclaw skills install @impkind/anterior-cingulate-memory
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
npx clawhub install anterior-cingulate-memory
Version History
v0.1.1Feb 1, 2026 - Version note by skill developer:
Updated AI Brain Series: amygdala now live
What This Skill Does
Conflict detection and error monitoring module for AI agents, part of the AI Brain series. Models the anterior cingulate cortex's role in identifying contradictions, tracking errors, and signaling uncertainty. Currently under development.
Provides a dedicated pre-conscious warning layer so agents can catch inconsistencies before acting, rather than relying on downstream error handling.
When to use it
- Detecting contradictions between an agent's stored facts and new input
- Flagging low-confidence responses before the agent outputs them
- Tracking repeated errors across agent sessions to surface patterns
- Alerting when two active instructions conflict with each other
- Signaling when agent behavior deviates from an established baseline