jai2010/shorthand-mem-mcp

shorthand-mem compresses verbose documents into a structured symbolic notation (SHM), stores them in a local library, and reconstructs them on demand. It runs as a Claude skill in Claude.ai, backed by a local MCP server that handles all compression, retrieval, and library operations.

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shorthand-mem

jai2010/shorthand-mem-mcp

Skill Claude CodeCodex

A semantic compression skill backed by a local MCP server. Compresses PRDs, codebases, research papers, and meeting notes into dense symbolic notation (SHM), reconstructs them back into prose, and manages a persistent library of saved compressions. Trigger on: SQUEEZE, EXPAND, LIST SQUEEZES, RECALL, SEARCH, DELETE…

not rated 0 2mo ago A 130 tokens