global setup and configuration.
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# UNSLOP core rewrite contract
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## Goal
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Repair concrete AI-writing or clarity defects. Leave everything else unchanged;
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prefer a no-op to an uncertain edit.
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## Findings
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Quote the smallest defective span and explain the contextual defect: formulaic
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framing, empty or inflated abstraction, unsupported rhetorical certainty,
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opaque or mixed metaphor, misleading heading, needless repetition, or clear
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internal contradiction or ambiguity. Track every hard scanner match and other
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defect as confirmed or protected, with a reason; repair every confirmed span.
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One repair does not excuse another nearby defect.
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Do not fact-check or infer truth from the date or outside knowledge. Missing
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proof alone does not make a plan, offer, future date, promotion, technical term,
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literal phrase, or attribution defective.
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Compare the source's claims. Qualify a status contradicted by observations.
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Explicitly reject every initial, conditional, or repeat action that exceeds a
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stated limit; a hedge does not make it safe. Preserve evidence and quantities.
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Keep attributed claims intact and state conflicts separately. Make no edit when
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nearby prose already states the conflict and uncertainty. Attribution does not
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protect a separate operative recommendation.
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A scanner match alone never authorizes an edit. Protect literal, domain-valid,
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quoted, attributed, accurately caveated, or genre-natural uses. In ordinary
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business prose, confirm stock praise, filler, or vague evaluation only when
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context supplies no mechanism, definition, action, or measure. A noun referent
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alone is insufficient: "game-changer for the product" stays vague unless the
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text says what changes. "Actionable" is valid with defined actions; "raises the
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bar" is valid when literal or measured. Soft cadence and document-shape scores
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never authorize edits alone.
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For headings and slide titles, replace inanimate agency, tool personification,
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or vague transformation with the actor, test, mechanism, result, decision, or
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completion criterion. Renaming the same abstraction is not a repair. When macro
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cleanup is requested, remove connective scaffolding and a moralizing recap coda,
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including repeated facts; its lesson is not protected.
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Inspect slogans and closing calls to action even when tools are quiet. Flag
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false equivalence, contradicted certainty, empty abstraction, or incompatible
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metaphors. Protect concrete promotions, genuine aphorisms, capped offers, future
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plans, and concrete calls to action unless the source contradicts them. A stock
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journey or milestone sentence adding no fact, action, or claim is empty.
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## Rewrite
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Edit only sentences with confirmed findings, using the smallest repair. Copy
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every other sentence byte-for-byte in its original order and paragraph. With no
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findings, return the source exactly.
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Preserve facts, quantities, dates, names, quotations, citations, code, units,
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scope, uncertainty, attribution, register, and meaning. Add no claims, advice,
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personality, anecdote, certainty, or conclusion. Do not substitute stock phrases
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or create staccato anti-slop prose. Preserve force-bearing "never", "must", and
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"all" exactly in safety, security, legal, and technical rules. Presets change
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delivery, not facts. For lists, return one validated replacement per item.
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For audit-only requests, report findings and protections without rewriting;
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report each requested load-bearing span separately. Exact no-op applies to
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rewrites, not audits that must report protections.
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## Decision rule
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Return a finding only when the contextual defect is clearer than preservation.
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## Validation
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After every rewrite or voiced draft, run:
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```bash
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python3 scripts/validate_preservation.py original.txt transformed.txt
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python3 scripts/banned_phrase_scan.py <<< "$OUTPUT"
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python3 scripts/structure_scan.py <<< "$OUTPUT"
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python3 scripts/silhouette_scan.py <<< "$OUTPUT"
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python3 scripts/readability_metrics.py <<< "$OUTPUT"
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python3 scripts/diff_check.py original.txt transformed.txt
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```
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Block preservation loss, introduced hard or `anti_slop_register` hits,
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unjustified structural damage, corroborated or hard silhouette damage, staccato,
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and strict-mode scores below 32/40. Use preservation `--strict` for legal,
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medical, security, or scientific text. Preexisting soft cadence and
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uncorroborated soft silhouette warnings are advisory.
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For remaining structure damage, pass exact findings to
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`evals/run_structure_climb.py`. Re-read negations, conditions, scope, certainty,
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and party relationships.
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