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docs: remove emoji from recsys skill

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Affaan Mustafa 2026-05-15 23:22:52 -04:00 • committed by Affaan Mustafa
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10
skills/recsys-pipeline-architect/SKILL.md
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@ -92,11 +92,11 @@ Default to isolation. Joint only when there's a specific reason (e.g., explicit
## Anti-Patterns
- ❌ Scoring before filtering (wastes compute on candidates that will be dropped anyway)
- ❌ Synchronous side effects (cache writes / impression emits blocking the response)
- ❌ A single "relevance" score when the product needs to tune for multiple objectives (engagement vs safety vs diversity vs ads)
- ❌ Joint scoring as default (non-deterministic, harder to cache, doesn't compose with reranking stages)
- ❌ Generating pseudocode "for illustration" — the scaffold must actually run
- Scoring before filtering (wastes compute on candidates that will be dropped anyway)
- Synchronous side effects (cache writes / impression emits blocking the response)
- A single "relevance" score when the product needs to tune for multiple objectives (engagement vs safety vs diversity vs ads)
- Joint scoring as default (non-deterministic, harder to cache, doesn't compose with reranking stages)
- Generating pseudocode "for illustration" — the scaffold must actually run
## Upstream contents