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When the user needs to prepare for SOC 2, build a compliance roadmap, assess security posture, quantify security risk, or says "we need SOC 2", "security audit", "compliance", "enterprise customer wants SOC 2", "CISO advice".

Augmented Lagrangian for constrained optimization. Handles convex QP, smooth NLP, non-convex NLP, distributed ADMM, Safe RL, multi-objective. Trigger on: constrained optimization, KKT, ALM, ADMM, safe constraints, Pareto front, shadow prices, sensitivity analysis, infeasibility diagnosis, near-infeasible problems.

Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.

Orchestrate Google Colab Pro/Pro+ GPU instances as remote training backends via SSH. Compounds /agent-browser (to launch Colab sessions and install colab-ssh) with SSH (to operate the runtime remotely). Use when: (1) launching a Colab notebook for GPU training, (2) running training jobs on Colab from the local terminal, (3) transferring datasets/checkpoints to/from Colab, (4) monitoring GPU utiliz

Validates docked / generated protein-ligand poses using PoseBusters physical-validity tests, strain energy quantification, geometric checks (planarity, vdW overlap, bond/angle distortion), and pose-energy reasonableness. Filters AI-docking outputs (DiffDock, EquiBind, NeuralPLexer) where ~50% of poses fail physical-validity tests. Use when QC-ing docking results, comparing classical vs ML docking

Manage CI/CD pipelines, build processes, deployment configurations, and release workflows. Use when the user says 'set up CI', 'create a pipeline', 'deploy this', 'fix the build', 'GitHub Actions', 'deployment failed', 'create release workflow', 'add a build step', 'configure staging', or 'set up preview deployments'. Also triggers on 'CI/CD', 'continuous integration', 'continuous deployment', 'pi

Perform a rapid defensive triage on an authorized code area when time is limited. Use to find the most plausible high-impact issues fast, then recommend the next best review target.

API key for MaxHub data APIs. Get one at https://www.aconfig.cn

全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

Styling patterns for React web applications. Use when working with Tailwind CSS, CSS Modules, theming, responsive design, or component styling.

Especialista em desenvolvimento de temas para blogs Gridea Pro, suportando Jinja2, Go Templates e EJS. Fornece ferramentas para criação, validação e teste de temas, além de guias e referência, sendo acionado para criar, modificar, corrigir ou migrar temas Gridea.

Revisão de código abrangente em estilo 'roast'. Analisa segurança, arquitetura, desempenho e mais, entregando achados como 'roasts' divertidos com soluções acionáveis. Use /roast para revisar seu código, com níveis de intensidade personalizáveis.