claude

intent-compiler

Compiles a raw intent into a prompt anchored on canonical terms the model already holds — scoring each term for canonicity, frame precision, frame fit and shared ground, gating the result on what a wrong expansion would cost, and naming everything the compression removed. Ships the mirror skill that reads a compressed prompt back and itemizes the entailments it imports, plus a project lexicon that records how each anchor actually behaved.

0 on GitHubby jr-jesse123MITupdated 3 days agoproductivity
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Plugin intent-compiler from marketplace jr-claude-toolkit in jr-jesse123/claude-tookit. Commands read from the repo's manifest — 3 days ago.

What it installs

Skills (3)

  • compile

    Turn a raw intent into a compiled prompt — compressing the mechanism onto canonical terms the model already holds, carrying project facts and the acceptance criterion through verbatim, and naming what the compression removed. Scores each candidate term for canonicity, frame precision, frame fit and

  • expand

    The mirror of compile — read a compressed prompt back and itemize the frames its terms import, separating what the model will assume as core from what it will merely lean toward, flagging terms whose sense is not pinned, and naming the entailments the intent never asked for. Shows the bill before yo

  • log-lexicon

    Append an honest entry to the project's intent lexicon after a compiled prompt has run — how the anchor actually behaved, or the agreed definition of a local term. Companion to the compile and expand skills, which run before the task and never write.

View source on GitHub

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