Git Shell Helpers

Copilot customization guidance, CS knowledge atlas, and coding references.

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    About this project

    Git Shell Helpers is an open-source collection of shell-based git productivity commands, MCP servers for AI-assisted development, and a VS Code extension — all designed to streamline developer workflows.

    This Atlas is the searchable knowledge surface for the project. It indexes Copilot customization guidance (instructions, agents, skills, prompts), a curated computer science knowledge base, and community-contributed research notes into a single fast client-side search.

    What’s in the index

    • Copilot — .instructions.md, .agent.md, skills, prompts, and configuration patterns
    • Knowledge — ~950 encyclopedia-quality CS and engineering notes
    • Archive — Community cache snapshots and research source documents

    How search works

    The search runs entirely client-side. A build script extracts titles, headings, keywords, topics, and full text from every document, then serializes the corpus into a single JSON file. At runtime, queries are tokenized and scored against weighted fields (title > headings > keywords > body text) with multi-term boosting.

    Reading articles

    Click Read article on any result to fetch the raw Markdown source and render it inline. Articles are cached in memory for the session so subsequent reads are instant.