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Achievement: StarstruckAchievement: Pull Sharkx4Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: StarstruckAchievement: Pull Sharkx4Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

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  1. SourceShift/mini-ork SourceShift/mini-ork Public

    Ship AI-agent artifacts, not demo theater — verifier-gated, cross-family runs that learn which model wins. TRUE recursive self-improvement: its apply loop promotes changes to its own prompts and wo…

    Python 29 9

  2. SourceShift/book-trm SourceShift/book-trm Public

    Building Tiny Recursive Models from Scratch

    Python 15 4

  3. SourceShift/ContextNest SourceShift/ContextNest Public

    Continual-learning memory substrate for LLM agents — neural-field attractor consolidation.

    Rust 1

  4. SourceShift/youtube-transcriber SourceShift/youtube-transcriber Public

    A command-line tool and Node.js library to download YouTube video transcripts and subtitles. Supports multiple languages and translation.

    TypeScript 3

  5. SourceShift/gocircum SourceShift/gocircum Public

    A modular censorship circumvention framework designed to be resilient and adaptable.

    Go 4 1

  6. SourceShift/InterLock SourceShift/InterLock Public

    In-process guardrails for AI agents. Block or rewrite tool, MCP, and model calls before they run: 100+ detectors, hierarchical policy scopes, fail-closed by default!

    Python 5