Holistic evaluation framework for language models measuring accuracy, calibration, robustness, and fairness
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Holistic evaluation framework for language models measuring accuracy, calibration, robustness, and fairness
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Expert DevOps engineer for CI/CD, IaC, Kubernetes, and deployment automation. Activate on: CI/CD, GitHub Actions, Terraform, Docker, Kubernetes, Helm, ArgoCD, GitOps, deployment pipeline, infrastructure as code, container orchestration. NOT for: application code (use language skills), database schema (use data-pipeline-engineer), API design (use api-architect).
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Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelming, aggressive, garish, or wants a calmer, more refined aesthetic.
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Use when the user wants the full package on a repo, says run my project workflow, project check-in, or is overwhelmed opening an old or new folder. Runs the project onboarding checklist—explain-new-project, project-worth-my-time, and project-catch-up—in order or on demand.
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Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelming, aggressive, garish, or wants a calmer, more refined aesthetic.
中文简介正在准备中。当前显示原文说明。
Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelming, aggressive, garish, or wants a calmer, more refined aesthetic.
中文简介正在准备中。当前显示原文说明。
Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.
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NVIDIA RAG Blueprint deployment, configuration, troubleshooting, and shutdown guidance for Docker, Helm, and library-based RAG stacks.
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Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelming, aggressive, garish, or wants a calmer, more refined aesthetic.
中文简介正在准备中。当前显示原文说明。
Productivity analyst that maps your workflow, scores tasks, and builds a prioritized automation plan. Use when: (1) "audit my workflow", "what should I automate?", "productivity review", (2) Starting a new project and need to identify high-leverage tasks, (3) Feeling overwhelmed and need to prioritize, (4) After /compounder surfaces new friction or patterns. Reads compounder insights when available. Outputs to system/audit-report.md.
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Productivity analyst that maps your workflow, scores tasks by time cost and energy drain, and builds a prioritized 4-week automation plan. Use when you want to audit your workflow, figure out what to automate, do a productivity review, identify high-leverage tasks, feel overwhelmed and need to prioritize, or after the compounder surfaces new friction. Part of the architect-system loop. Outputs to system/audit-report.md.
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bu skill covers implementing automated security scanning for Infrastructure as Code (IaC) templates using tools like Checkov, tfsec, and KICS. It addresses Tespit etme misconfigurations in Terraform, CloudFormation, Kubernetes manifests, and Helm charts before Dağıt:ment, establishing policy-based governance, and integrating IaC scanning into CI/CD pipelines to prevent insecure cloud resource provisioning.
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Use when continuing implementation from an existing plan
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Use when verified implementation is ready for an integration decision or authorized integration
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Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
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Use when arranging the project quality-check or investigating a concrete unresolved code concern
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Use when independent bounded tasks benefit from delegation during implementation
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Use when implementing any feature or bugfix, before writing implementation code
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Use when selecting skills for a task or resolving how skill workflows apply
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Use when a multi-step change needs explicit sequencing, dependencies, or a handoff
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Use when creating new skills, editing existing skills, or verifying skills work before deployment
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Use when recurring process failures, obsolete rules, or an explicit user request call for harness improvement.
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開発サーバー・E2E・ブラウザ検証時に使用。既存プロセスを停止してからプロジェクト指定ポートで起動し、作業後に必ず停止する。
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実装前に呼ぶ。High/Medium リスク変更のテストオラクル(期待値の根拠)とファルシフィケーション項目を定義する。
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