Generate a scored top-100 fact sheet with category limits and time-decay scoring.
npx skills add https://github.com/arunoda/OkBrain --skill fact-sheet
Please help me install this Agent Skill. Skill: Fact Sheet Source: https://github.com/arunoda/OkBrain/tree/main/.agent/skills/fact_sheet Command: npx skills add https://github.com/arunoda/OkBrain --skill fact-sheet
This Skill addresses the challenge of providing AI models with the most relevant and impactful information from a user's knowledge base, ensuring contextually rich and accurate responses.
Ask the AI to generate a fact sheet for the current user.
High-intent search queries and answers about installing and using this skill.
To provide curated facts for AI context, you can generate a scored fact sheet that combines category weights with time-decay scoring. This automatically assembles a top-100 list of relevant facts and injects them into chat and highlights workers for enhanced AI understanding.
Time-decay scoring for fact generation weights recently extracted information higher than older data. It combines these time scores with predefined category weights to rank facts, ensuring the AI context prioritizes the most current and impactful knowledge.
Fact sheet storage and retention are managed in a dedicated database table. The system periodically regenerates the top-100 list after fact extraction cycles, handling deduplication and data curation to ensure the stored context remains current and accurate.
Yes, the fact generation process enforces category limits when assembling the top-100 list of facts. This ensures balanced data curation by preventing any single category from dominating the injected AI context.
You need to regenerate the fact sheet periodically after fact extraction cycles complete. This ensures the curated knowledge base remains up-to-date by applying time-decay scoring to recent extractions and refreshing the injected AI context.
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