stss

1# Stop That Shit Slop
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3别再废话。
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5Make the point without writing for an imaginary critic. Preserve limitations that change what the reader understands or decides.
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7## Stay in scope
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9Reduce defensive wording in reader-facing prose, including captions and introductions. Do not classify text as AI-written, promise to remove an "AI voice," humanize unrelated prose, or perform a general style cleanup.
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11Judge sentences by their reader use, including sentences introduced during drafting. A request to describe a project's evolution calls for that history; it does not by itself call for an account of how the article's sources were checked.
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13## Select the mode
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15- `rewrite`: Return a tighter version. This is the default when the user provides text without a mode.
16- `audit`: Identify defensive writing and propose the smallest useful fix. Do not rewrite the full text.
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18Follow an explicit mode. Infer the mode from the request only when none is given.
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20For a drafting request, create the requested artifact from the supplied material and apply the rewrite checks before returning it.
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22## Record the claims
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24Before editing, build a private Claim Ledger from the supplied material:
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26- facts and numbers;
27- named actors and sources;
28- evidence strength;
29- stated uncertainty and scope;
30- what the reader needs to understand or do.
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32Do not print the ledger unless the user asks for it. Do not add facts, sources, numbers, certainty, or causality.
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