Anterior Cingulate Memory

v0.1.1

Conflict detection and error monitoring for AI agents. The 'something's off' detector. Part of the AI Brain series.

⭐ 10· 2.8k·3 current·3 all-time

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for impkind/anterior-cingulate-memory.

Previewing Install & Setup.

Prompt PreviewInstall & Setup

Install the skill "Anterior Cingulate Memory" (impkind/anterior-cingulate-memory) from ClawHub.
Skill page: https://clawhub.ai/impkind/anterior-cingulate-memory
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install anterior-cingulate-memory

ClawHub CLI

Package manager switcher

npx clawhub@latest install anterior-cingulate-memory

Security Scan

VirusTotal

Benign

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OpenClaw

Benign

high confidence

✓

Purpose & Capability

The name/description (conflict/error detection for agents) is purely conceptual and the skill requests no binaries, env vars, or credentials — this is proportionate for an under-development, instruction-only skill.

✓

Instruction Scope

SKILL.md contains only conceptual documentation and no runtime commands, file accesses, or external endpoints. There are no instructions that would cause the agent to read unrelated files or exfiltrate data.

✓

Install Mechanism

No install spec and no code files are present, so nothing is written to disk or downloaded during install.

✓

Credentials

No environment variables, credentials, or config paths are requested; credential scope is minimal and appropriate.

✓

Persistence & Privilege

Defaults are used (not always:true). The skill can be invoked by the agent autonomously (platform default) but it does not request elevated persistence or modify other skills.

Assessment

This skill is currently a stub/idea page with no code, installs, or credential requests — low immediate risk. Before enabling it for autonomous use in production, check future versions for added install steps, requested environment variables, or external network calls. Also note the skill's source/homepage are not provided; if provenance matters to you, prefer skills with an identifiable author or project homepage and review any new SKILL.md changes before granting broader agent permissions.

Like a lobster shell, security has layers — review code before you run it.

Runtime requirements

⚡ Clawdis

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2.8kdownloads

10stars

2versions

Updated 2mo ago

v0.1.1

MIT-0

Anterior Cingulate Memory ⚡

Conflict detection for AI agents. Part of the AI Brain series.

Status: 🚧 Under Development

This skill is being developed. Star/watch for updates!

Concept

The anterior cingulate cortex monitors for errors and conflicts. This skill will give AI agents:

"Something's off" detection — pre-conscious warning signals
Conflict monitoring — detecting contradictions in information
Error tracking — learning from mistakes
Uncertainty awareness — knowing when to be cautious

AI Brain Series

Part	Function	Status
hippocampus	Memory formation, decay, reinforcement	✅ Live
amygdala-memory	Emotional processing	✅ Live
basal-ganglia-memory	Habit formation	🚧 Development
anterior-cingulate-memory	Conflict detection	🚧 Development
insula-memory	Internal state awareness	🚧 Development

Coming Soon

Based on neuroscience research on the ACC's role in error detection and cognitive control.

Built with ❤️ by the OpenClaw community

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