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shin4141/README.md
Technical Boundary Audit & Repair for AI Systems — softly flowing purple and cyan light

I research, build, and repair AI systems at the boundaries where state, authority, and recovery can go wrong.

Selected evidence

View all upstream contributions →

  • NIST release recognition. mSCP 2.0 / Release 27.0 lists @shin4141 under New Contributors and the merged #775; this is release evidence for that same direct merge, not an extra merge.

Projects and contact

Value-Locked Repository Recovery · Decision-OS V13 LoopKit · AGENTS.md Compactor

Private boundary review / repair / research collaboration: siriusa.paper@gmail.com

Other upstream adoption and scope
  • OpenClaw / Memory Core #129927 merged an upstream replacement for my original #125722 and explicitly credited @shin4141; this is credited adoption, not my direct PR merge.
  • NIST / FiPy #1225 incorporated a maintainer-implemented repair after my countercase on the replacement PR; this is a technical finding adopted upstream, not my direct PR merge.

These are public OSS contributions, not client engagements, commercial outcomes, or client endorsements.

My contributions, with a little chaos.

@shin4141's GitHub contribution snapshot · 2025-09-21–2026-09-20 · Last successful capture 2026-09-20 06:53 UTC · Daily refresh scheduled

A crowned black cat crosses Shin's full-year GitHub contribution grid in two animated scenes

Make it yours →

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  1. decision-os-paper decision-os-paper Public

    Research gateway for Decision-OS (V4–V14): papers, Zenodo citations, public implementations, and scoped validation evidence.

    4 4

  2. decision-os-v13-loopkit decision-os-v13-loopkit Public

    V12→V13 LoopKit: turns completion records into governed next-loop decisions using GO / HOLD / CAP / BLOCK.

    Python 39 21

  3. github-profile-motion github-profile-motion Public

    Customizable GIF animation for GitHub profile READMEs

    Python 1

  4. output-surface-integrity output-surface-integrity Public

    Restart long-running human–AI work with less rereading by preserving the compact operational state needed to continue.

    6

  5. value-locked-repository-recovery-public value-locked-repository-recovery-public Public

    Public front for Value-Locked Repository Recovery — evidence-bounded boundary audits for open-source and AI-assisted systems.

    1

  6. agents-md-compactor agents-md-compactor Public

    Route conditional AGENTS.md guidance into reconnectable guides while keeping the active file smaller, local, and source-traceable.

    JavaScript 2 1