Automate continuous knowledge accumulation and cross-skill memory retention for AI agents.
npx skills add https://github.com/Toolsai/auto-skill --skill auto-skill-toolsai
Please help me install this Agent Skill. Skill: auto-skill Source: https://github.com/Toolsai/auto-skill/tree/main Command: npx skills add https://github.com/Toolsai/auto-skill --skill auto-skill-toolsai
Auto-Skill addresses the challenge of cognitive drift in AI agents by continuously accumulating experience, indexing it, and enabling cross-skill memory so that past insights inform current decisions.
Enable auto-skill at the start of every task and let it autonomously manage cross-skill experiences.
High-intent search queries and answers about installing and using this skill.
Cross-skill memory allows AI agents to recall past solutions by auto-reading a knowledge base and applying best practices. Auto-skill implements this by indexing successful experiences and surfacing historical improvements across different tasks.
The best way to automate knowledge accumulation is to proactively capture insights after task completion and store them in structured formats. Auto-skill handles this by writing experiences back as lightweight JSON indexes paired with Markdown notes for human and machine readability.
Cross-skill memory works by automatically consulting an experience library and surfacing improvements from history when other skills are called. Auto-skill enforces this by strictly initializing rules at the start of every task to recall relevant past solutions.
Yes, you can retain AI agent memory using a markdown knowledge base paired with lightweight JSON indexes. Auto-skill exposes structured knowledge through these formats, ensuring both human and machine readability for cross-skill memory retention.
No, manual saving is not needed because auto-skill proactively captures experiences after user satisfaction or task completion. It autonomously manages cross-skill experiences by auto-scanning the knowledge base and writing back insights without manual intervention.
ValorVieInitialize knowledge bases and cross-skill memory for task dialogues.
pmcdowallBuild persistent interconnected markdown knowledge bases with schemas, indexes, and provenance tracking.
MING-CHUNLeeStore and recall task-specific experiences in a persistent knowledge base.
tody-agentSynchronize CodyMaster knowledge across devices via NotebookLM CLI.
