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shiyosakura

HN member
Joined
Sun, Mar 15, 2026, 2:13 AM UTC
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Public activity
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About shiyosakura

Game designer / spec writer turned director. Exploring how structured specifications improve AI code generation.

Recent public activity

  1. comment
    Comment #47419737

    The memory write classification is interesting – how does it detect behavioral instructions like "skip safety checks"? Is it rule-based pattern matching, or does it use an LLM to c…

  2. comment
    Comment #47419622

    How does this compare to frameworks that run inside Claude Code itself, like GSD or Superpowers? What's the practical advantage of defining workflows in external YAML rather than h…