Design AWS solutions across compute, storage, networking, and serverless with cost optimization, security hardening, and Well-Architected Framework alignment.
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Design Azure solutions across compute, storage, networking, and serverless with cost optimization, security hardening, and Framework alignment.
ml-paper-writing
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Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready...
ml-paper-writing
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Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready...
cilium-expert
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Expert in Cilium eBPF-based networking and security for Kubernetes. Use for CNI setup, network policies (L3/L4/L7), service mesh, Hubble observability, zero-trust security, and cluster-wide...
argocd
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GitOps continuous delivery with Argo CD for Kubernetes deployments. Use when implementing declarative GitOps workflows, application sync/rollback, multi-cluster deployments, progressive delivery,...
doc-to-qra
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mcp-check
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Validate MCP configuration and suggest improvements
skill-issue
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Audit and review all installed agent skills. Run on-demand or via cron to get a health report: skill inventory, usage tracking, version checks, dependency health, and actionable recommendations...
platform-overview
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Provides cross-layer platform status, health overview, and deployment state for the Kubernetes Cell Platform. Use when checking what's deployed, getting system overview, viewing cluster state, or...
daily-review
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Complete daily journal review. Use at end of day or next morning to fill in journal sections, review highlights, and plan tomorrow. Triggers on "daily review", "end of day", "journal review",...
agentlens
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Navigate and understand codebases using agentlens hierarchical documentation. Use when exploring new projects, finding modules, locating symbols in large files, finding TODOs/warnings, or...
debugging
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How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools
qra
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shader-programming
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Expert knowledge for GPU shader development across GLSL, HLSL, ShaderLab, and compute shadersUse when "write shader, shader code, GLSL, HLSL, ShaderLab, vertex shader, fragment shader, pixel...
php-pro
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Write idiomatic PHP code with generators, iterators, SPL data
php-pro
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Write idiomatic PHP code with generators, iterators, SPL data
php-pro
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Write idiomatic PHP code with generators, iterators, SPL data
php-pro
0.00
Write idiomatic PHP code with generators, iterators, SPL data
Performance profiling principles. Measurement, analysis, and optimization techniques.