The deterministic, verifiable grounding layer for AI code work — a zero-dependency signature-and-evidence map that grounds Claude, Cursor, Copilot, Aider, Windsurf, local LLMs & MCP agents against your real code (repo + installed libraries) so they stop h. Runs locally from the sigmap npm package.
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Query Markup Documents - On-device hybrid search for markdown files with BM25, vector search, and LLM reranking. Runs locally from the @tobilu/qmd npm package.
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MCP plugin that saves 98% of your context window. Works with Claude Code, Gemini CLI, VS Code Copilot, OpenCode, and Codex CLI. Sandboxed code execution, FTS5 knowledge base, and intent-driven search. Runs locally from the context-mode npm package. Needs 1 environment variable to run.
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originalMIT
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