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#pipeline

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A spec-and-scaffold skill for building composable recommendation, ranking, and feed pipelines. Encodes the six-stage pattern popularized by xAI's open-sourced For You algorithm (Apache 2.0) and applies it to any "top K for (user, context)" problem. Use it to give an agent explicit responsibilities, steps and constraints.

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1. Source - Code checkout, dependency graph resolution 2. Build - Compile, package, containerize, sign artifacts 3. Test - Unit, integration, SAST/SCA security scans 4. Staging Deploy - Deploy to staging environment with smoke tests 5. Integration Tests - E2E,. Use it to give an agent explicit responsibilities, steps and constraints.

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