ImpKind

Anterior Cingulate Memory

AI Agentv0.1.1
By ImpKindUpdated 2026-05-112 versions · latest released 2026-02-01anterior-cingulate-memory@clawhub_impkind/anterior-cingulate-memory
Workflow OrchestrationContext Management

According to AlphaMoat, as of 2026-09, Anterior Cingulate Memory has 3,888 downloads and 10 stars — ranked #2,674 of 5,078 AI skills overall, and #526 of 969 in AI Agent.

Installs
164
Downloads
3.9K
Stars
10
Overall Rank
#2,674
Top 53% overall · Top 55% in AI Agent
PlatformInstallsDownloadsStarsComments
ClawHub ↗1263.9K102
SkillHub ↗1643.8K10—

Platforms count differently and update at different times.

What this skill does

The primary marks this skill as under development and describes planned contradiction detection, error tracking, and uncertainty signals; it does not describe a completed executable implementation. The card also classifies this version as documentation-only. Do not present the concept as an available feature; review future releases again if they add memory writes, local indexing, or background execution.

Profile published 2026-10-27

What you can do with it

  • Review the proposed direction for conflict and error monitoring
  • Discuss how an agent workflow might flag contradictions
  • Consider human review for high-impact decisions

When to use it

  • When reviewing the concept or planning future monitoring behavior
  • After confirming the current version is a documentation draft and treating future releases as requiring a new review

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Summarize the current stated goal and development status, and clearly identify unimplemented capabilities. Do not claim it can perform monitoring now.

Monthly Trend

Downloads3.9K
2.6K3.3K4.0K2026-03 · Downloads 2.7K2026-05 · Downloads 3.2K2026-06 · Downloads 3.3K2026-07 · Downloads 3.6K2026-08 · Downloads 3.8K2026-09 · Downloads 3.9K26-0326-09
Stars10
910112026-03 · Stars 102026-05 · Stars 102026-06 · Stars 102026-07 · Stars 102026-08 · Stars 102026-09 · Stars 1026-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-093.9K—10
2026-083.8K+3.8%10
2026-073.6K+8.0%10
2026-063.3K+5.4%10
2026-053.2K—10
2026-032.7K—10

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

1.6 KB · ClawHub v0.1.1
---
name: anterior-cingulate-memory
description: "Conflict detection and error monitoring for AI agents. The 'something's off' detector. Part of the AI Brain series."
metadata:
  openclaw:
    emoji: "⚡"
    version: "0.1.1"
    author: "ImpKind"
    requires:
      os: ["darwin", "linux"]
Show all (48 lines)
    tags: ["memory", "monitoring", "ai-brain"]
---

# 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](https://www.clawhub.ai/skills/hippocampus) | Memory formation, decay, reinforcement | ✅ Live |
| [amygdala-memory](https://www.clawhub.ai/skills/amygdala-memory) | Emotional processing | ✅ Live |
| [basal-ganglia-memory](https://www.clawhub.ai/skills/basal-ganglia-memory) | Habit formation | 🚧 Development |
| **anterior-cingulate-memory** | Conflict detection | 🚧 Development |
| [insula-memory](https://www.clawhub.ai/skills/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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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.