atomicstrata

    atomicstrata/llm-wiki-compiler

    #407 this week

    The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

    cli
    llm
    documentation
    agent-skills
    ai-agents
    compiler
    context-engineering
    karpathy
    TypeScript
    MIT
    2.2K stars
    256 forks
    2.2K GitHub watchers
    Updated Oct 18, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    Ranks #407 of 3,103 repositories GStars tracks this week (top 13%).

    5 releases in the last 90 days, the latest 3 days ago, with 17 contributors on GitHub.

    Peaked at #100 in the weekly ranking the week of Sep 27, its best in the past year.

    Use Cases & Benefits

    • Compiles raw source files into an interlinked, citation-traceable markdown wiki for human and agent consumption.
    • Provides a durable, auditable knowledge base with configurable lifecycle profiles and review policies enforcing trust and quality gates.
    • Use for building a persistent, typed research wiki from papers, notes, and PDFs with provenance and review workflows.
    • Use for creating editorial knowledge systems with domain-specific templates and lifecycle-managed article workflows.
    • Use for generating stable, citation-aware context packs to supply agents with curated, evidence-backed knowledge for queries.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Meet Scientific Clay, with soft surfaces and rounded typography, and Minimal, which follows your system’s light or dark setting. Switch instantly between four themes, including Nebula Light and Dark.

    The same page in a demonstration wiki. Click either screenshot for a closer look.

    Recursive source folders, path exclusions, project-specific compile instructions, and storage for larger embedding indexes.

    Browse profile-defined categories, declared fields, connected records, provenance, and supporting source passages in the local viewer.

    Create signed template distributions, discover them through explicitly trusted catalogs, and install or update them with compatibility checks.

    Excerpt from the atomicstrata/llm-wiki-compiler README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Sep 25: +7Sep 26: +13Sep 27: +11Sep 28: +3

    +87 stars over 25 days across 6 snapshot days; best day +13 on Sep 26.

    Forks

    256+33

    Open issues

    8+1

    Compared with peers in CLI

    Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth

    atomicstrata/llm-wiki-compiler compared with CLI repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    morluto/rea373.3K+88.2K605 days ago
    mattpocock/skills295.1K+11.3K7513 days ago
    stablyai/orca103.9K+9.5K40today
    HKUDS/CLI-Anything56.6K+3.3K53120 days ago
    yt-dlp/yt-dlp201.0K+2.5K752 days ago
    atomicstrata/llm-wiki-compiler2.2K+0523 days ago
    Category median201.0K+9.5K60—

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