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FreeRewrite a rule so anyone applies it the same way. Use when a stated rule or claim takes the reader's judgment to apply.
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Freeze outside-the-repo state into one snapshot. Use when the work depends on the current state of a service, database, queue, third party, or live logs.
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Build the snapshot, invoking each named skill with the Skill tool where its condition holds:
A hand-retrieved fact, a re-observation, or an amendment re-enters the snapshot, and the snapshot gets judged again. A fact's value is observed or it is a gap; there is no third kind.
One snapshot, in conversation, stateless: re-run the whole freezing to refresh it. Hand it back as two lists of short bullets — each observed fact on one line with where it lives and when it was read, each gap on one line named as a gap.
It stands when judge's verdict stands and the user locks it, or when the user stops with gaps standing. A snapshot with named open gaps is a valid lock; the gaps are what is open.
Every needed fact lives in the repo → read them where the work runs; no snapshot. The outside system is to be changed, not read → that is the work itself, not its grounding; proceed with the work.
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Rewrite a rule so anyone applies it the same way. Use when a stated rule or claim takes the reader's judgment to apply.
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Turn words with two readings into one confirmed ask. Use when the user's words admit two readings that would build different things.
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Plan the skills an ask needs, invoke each as its condition arrives. Use when the ask has multiple aspects that different skills carry, or the user named multiple skills.
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Bring how named experts would think about the question. Use when the user wants expert thinking on a tradeoff, choice, or stuck problem — not a verdict.
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Hold an ask to the bar a top professional in its field would set — a deeper ask, never a bigger one. Use when an ask is clear but nothing yet names the sources, methods, target, or outside check the work will meet.
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Build the thing the user can't specify, choices surfaced. Use when the user needs something to react to before they can choose.
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