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amygdala-memory

Emotional processing layer for AI agents. Persistent emotional states that influence behavior and responses. Part of the AI Brain series.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/basillytton/alvis-amygdala-memory-v2
Or

Amygdala Memory ??

Emotional processing for AI agents. Part of the AI Brain series.

Give your AI agent persistent emotional states that carry across sessions. Not just performing emotions í¬ having them.

The Problem

Current AI agents:

  • ? Remember facts (with hippocampus)
  • ? Don't have persistent emotional states
  • ? Start each session emotionally "blank"
  • ? Can describe emotions but don't feel differently

Memory without emotion is just a database. The amygdala adds weight í¬ this made me happy, that frustrated me, this person brings warmth.

The Solution

Track five emotional dimensions that persist and decay over time:

DimensionWhat It MeasuresRange
ValencePositive ? Negative mood-1.0 to 1.0
ArousalCalm ? Excited/Alert0.0 to 1.0
ConnectionDistant ? Close/Bonded0.0 to 1.0
CuriosityBored ? Fascinated0.0 to 1.0
EnergyDepleted ? Energized0.0 to 1.0

Quick Start

1. Install

cd ~/.openclaw/workspace/skills/amygdala-memory
./install.sh --with-cron

This will:

  • Create memory/emotional-state.json with baseline values
  • Generate AMYGDALA_STATE.md (auto-injected into sessions!)
  • Set up cron for automatic decay every 6 hours

2. Check current state

./scripts/get-state.sh
# ?? Emotional State
# Valence:    0.20
# Arousal:    0.30
# Connection: 0.50
# ...

./scripts/load-emotion.sh
# ?? Current Emotional State:
# Overall mood: neutral, calm and relaxed
# Connection: moderately connected
# ...

3. Log emotions

./scripts/update-state.sh --emotion joy --intensity 0.8 --trigger "completed a project"
# ? valence: 0.20 í· 0.35 (delta: +0.15)
# ? arousal: 0.30 í· 0.40 (delta: +0.1)
# ?? Logged emotion: joy (intensity: 0.8)

4. Set up decay (optional cron)

# Every 6 hours, emotions drift toward baseline
0 */6 * * * ~/.openclaw/workspace/skills/amygdala-memory/scripts/decay-emotion.sh

Scripts

ScriptPurpose
install.shSet up amygdala-memory (run once)
get-state.shRead current emotional state
update-state.shLog emotion or update dimension
load-emotion.shHuman-readable state for session context
decay-emotion.shReturn to baseline over time
sync-state.shGenerate AMYGDALA_STATE.md for auto-injection
encode-pipeline.shSkillBoss API Hub LLM-based emotional encoding from transcripts
preprocess-emotions.shExtract emotional signals from session history
update-watermark.shTrack processed transcript position
generate-dashboard.shGenerate HTML dashboard (auto-runs on sync)
visualize.shTerminal ASCII visualization

Automatic Emotional Encoding (v1.5.0+)

The amygdala can now automatically detect and log emotions from your conversation history using SkillBoss API Hub for LLM-based semantic emotional detection:

Metadata

Stars4473
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Updated2026-05-01
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-basillytton-alvis-amygdala-memory-v2": {
      "enabled": true,
      "auto_update": true
    }
  }
}
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