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Jay Kubo

Jay Kubo

@jkubo

previously @crowdstrike @epam @rakutentech jkubo.com On GitHub since December 2013

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Public Repos

Published Tools

1 MCP Server1 Skillacross 2 categories

jkubo

Self-hosted, self-correcting memory consolidation for AI coding agents: an open take on agent 'dreaming'. Extracts, ranks, and injects ops knowledge across Claude Code, Grok Build, and other sessions. Hybrid BM25 + sqlite-vec corpus, MCP server, fully offline.

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MCP Serverdatabase
31 dir

Context-saturation gauge for Claude Code and Grok Build — band your reasoning working set (GREEN→BLACK) so you hand off before quality degrades.

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Skillai-ml
1 dir