basal-ganglia-memory

Verified·Scanned 2/18/2026

Habit formation and procedural learning for AI agents. Develop preferences and shortcuts through repetition. Part of the AI Brain series.

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Basal Ganglia Memory 🎯

Habit formation for AI agents. Part of the AI Brain series.

Status: 🚧 Under Development

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

Concept

The basal ganglia is responsible for habit formation and procedural learning. This skill will give AI agents:

  • Habit tracking — actions repeated become automatic preferences
  • Procedural memory — "muscle memory" for common workflows
  • Reward-based learning — reinforce patterns that work
  • Preference development — "I always do X this way because it works"

AI Brain Series

PartFunctionStatus
hippocampusMemory formation, decay, reinforcement✅ Live
amygdala-memoryEmotional processing✅ Live
basal-ganglia-memoryHabit formation🚧 Development
anterior-cingulate-memoryConflict detection🚧 Development
insula-memoryInternal state awareness🚧 Development

Coming Soon

Based on neuroscience research on the basal ganglia's role in procedural learning and habit formation.


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