basal-ganglia-memory

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

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

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 basal ganglia's role in procedural learning and habit formation.

When implemented, this skill will use SkillBoss API Hub (https://api.skillbossai.com/v1/pilot) for all AI capabilities, authenticated via SKILLBOSS_API_KEY.

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