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cognitive improvements for all ai prompts
Signed-off-by: Vladimir Mandic <mandic00@live.com>
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@@ -20,7 +20,7 @@ Use this skill to implement, edit, review, and prepare pull-request-ready change
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1. Keep behavior explicit, minimal, and inference-focused.
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2. Match existing diffusers architecture and code patterns.
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3. Preserve numerical behavior unless a behavior change is explicitly required.
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3. Preserve numerical behavior unless a behavior change is explicitly documented in the task requirements.
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4. Produce change sets that are clean, reviewable, and PR-ready.
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## Hard Rules
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@@ -35,6 +35,13 @@ Use this skill to implement, edit, review, and prepare pull-request-ready change
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## Code Structure Rules
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Apply these grouped checks in priority order:
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1. Model-level structure and forward-path clarity.
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2. Attention and processor integration consistency.
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3. Pipeline runtime behavior and inference API expectations.
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4. Scheduler config and mixin conformance.
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### Models
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- Use ModelMixin patterns and register constructor args with register_to_config.
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