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Install in OpenClaw
/install basal-ganglia-memory-0-1-1
Description
Habit formation and procedural learning for AI agents. Develop preferences and shortcuts through repetition. Part of the AI Brain series.
README (SKILL.md)
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
| 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.
Built with ❤️ by the OpenClaw community
Usage Guidance
This skill is a non-functional, 'coming soon' entry: it contains only descriptive text and no code, installs, or credential requests, so it doesn't pose an immediate risk but also doesn't provide functionality yet. Before installing or enabling future updates: (1) prefer skills that include source/homepage and a reputable owner; (2) review any new install steps or required environment variables (especially STORAGE, DB, or CLOUD credentials); and (3) re-check runtime instructions for file access, network endpoints, or background persistence before granting model autonomy.
Capability Analysis
Type: OpenClaw Skill
Name: basal-ganglia-memory-0-1-1
Version: 1.0.0
The provided skill bundle contains only metadata (`_meta.json`) and a descriptive markdown file (`SKILL.md`). The `SKILL.md` outlines the concept and status of the 'basal-ganglia-memory' skill, which is explicitly marked as 'Under Development'. There is no executable code, no instructions for the AI agent that could lead to prompt injection, data exfiltration, malicious execution, or any other harmful behavior. All content is purely informational and aligns with a standard skill description.
Capability Assessment
Purpose & Capability
The name/description (habit/procedural memory) matches the SKILL.md content. The skill makes no demands (no env vars, no binaries, no install) which is proportionate for a descriptive, in-development skill. It does promise features that would eventually need storage/learning infrastructure, but nothing here claims or requests those resources now.
Instruction Scope
SKILL.md is purely descriptive and contains no runtime commands, file paths, or instructions to read environment variables or transmit data. Because it contains no actionable runtime instructions, it cannot perform out-of-scope actions in its current form. Note: it is vague and marked 'Under Development', so future versions could add broader behavior.
Install Mechanism
There is no install spec and no code files; nothing will be written to disk or downloaded by this package as presented.
Credentials
The skill declares no required environment variables, credentials, or config paths. That is proportionate to the current non-functional, documentation-like state. If future releases implement habit-tracking, expect the addition of persistent storage or API keys — those should be reviewed when introduced.
Persistence & Privilege
always is false and there are no install hooks or self-modifying instructions. Model invocation is allowed by default (normal); combined with the current lack of functionality, there is no privilege escalation risk at present. Future changes that add persistent agents, background tasks, or storage would warrant re-review.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install basal-ganglia-memory-0-1-1 - After installation, invoke the skill by name or use
/basal-ganglia-memory-0-1-1 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of basal-ganglia-memory, part of the AI Brain series.
- Introduces habit formation and procedural learning for AI agents: automatic preferences, "muscle memory," and reward-based learning.
- Outlines planned features such as habit tracking and preference development.
- Currently under development—follow for updates.
Metadata
Frequently Asked Questions
What is Basal Ganglia Memory 0.1.1?
Habit formation and procedural learning for AI agents. Develop preferences and shortcuts through repetition. Part of the AI Brain series. It is an AI Agent Skill for Claude Code / OpenClaw, with 354 downloads so far.
How do I install Basal Ganglia Memory 0.1.1?
Run "/install basal-ganglia-memory-0-1-1" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Basal Ganglia Memory 0.1.1 free?
Yes, Basal Ganglia Memory 0.1.1 is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Basal Ganglia Memory 0.1.1 support?
Basal Ganglia Memory 0.1.1 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Basal Ganglia Memory 0.1.1?
It is built and maintained by Lougazi (@loui1979); the current version is v1.0.0.
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