smarty-skillAlways active in every session. Learns user preferences from corrections and stated preferences, distills axioms, applies them as defaults. Makes every other...
Install via ClawdBot CLI:
clawdbot install ckpxgfnksd-max/smarty-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/karpathy/autoresearchAudited Apr 16, 2026 · audit v1.0
Generated Mar 22, 2026
A development team uses the skill to learn coding preferences like naming conventions and architectural patterns across multiple projects. Over time, it automatically applies these preferences in code reviews and new feature development, reducing manual corrections and improving consistency.
In a customer support center, the skill observes how agents handle inquiries and user feedback. It distills preferences for communication style and issue resolution, helping new agents adapt quickly and maintain a consistent brand voice across interactions.
Content creators use the skill to track editing corrections and stated preferences for tone, structure, and formatting. It applies these as defaults in drafting tools, streamlining the revision process and ensuring alignment with audience expectations.
An online tutoring platform integrates the skill to learn student learning styles and feedback on explanations. It adapts teaching methods and content delivery over sessions, providing personalized learning experiences without interrupting study flow.
Healthcare professionals use the skill to record preferences for medical note-taking and patient communication. It applies distilled axioms to automate documentation defaults, improving accuracy and saving time during patient consultations.
Offer the skill as a cloud-based service with tiered pricing based on user count and memory capacity. Revenue comes from monthly or annual subscriptions, targeting teams and enterprises seeking to enhance productivity through personalized AI assistance.
Sell perpetual licenses or annual contracts to large organizations for on-premise or private cloud deployment. Include customization and support services, generating revenue from upfront fees and ongoing maintenance contracts.
Provide a free basic version with limited memory and domains, then charge for advanced features like increased axiom capacity, multi-user collaboration, and integration APIs. Revenue is driven by upgrades and add-ons.
💬 Integration Tip
Integrate the skill by setting up the memory file structure and triggering observations during user interactions, ensuring it runs silently in the background without disrupting workflows.
Scored Apr 19, 2026
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