cognitive-brainProvides a cross-session AI memory and cognition system with four-layer memory, real-time sync, free thinking, intelligent prediction, and knowledge visualiz...
Install via ClawdBot CLI:
clawdbot install aboutyao/cognitive-brainGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
curl -fsSL https://.../install.sh | bashCalls external URL not in known-safe list
https://hf-mirror.comAI Analysis
The skill's primary risk is the use of an external script installation method (curl | bash) from an unverified mirror domain (hf-mirror.com), which could be a supply chain attack vector if the domain is compromised. However, the skill's core functionality appears to be a legitimate memory/cognition system with no overt signs of data exfiltration, credential harvesting, or hidden malicious instructions.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Enhance customer support by storing conversation history across sessions, allowing the AI to recall past issues and preferences. This reduces repetition and provides personalized assistance, improving customer satisfaction and efficiency.
Use the four-layer memory model to track a student's learning progress, adapt content based on past interactions, and predict future topics. This creates a tailored educational experience that evolves with the learner's needs.
Integrate with healthcare systems to store patient data, symptoms, and treatment history across sessions. The AI can predict health trends and provide insights to medical professionals, aiding in diagnosis and care planning.
Deploy as a central memory system for organizations to capture and retrieve institutional knowledge, meeting notes, and project details. The visualization tools help map relationships and improve decision-making processes.
Embed in smart home devices to learn user habits and preferences over time, enabling predictive adjustments to lighting, temperature, and schedules. This enhances comfort and energy efficiency through personalized automation.
Offer the Cognitive Brain as a cloud-based service with tiered pricing based on memory storage, API calls, and features like visualization. This provides recurring revenue and scalability for businesses of all sizes.
Sell on-premise or custom deployments to large organizations requiring data privacy and integration with existing systems. Include premium support, training, and customization services for higher margins.
Monetize the core memory and prediction APIs by charging per request or data volume, targeting developers and startups. This model encourages rapid adoption and integration into diverse applications.
💬 Integration Tip
Ensure PostgreSQL and Redis are properly configured for performance, and use the CLI tools for initial testing before full deployment.
Scored Jun 17, 2026
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