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Claude Code hooks configuration specialist. Use when creating hooks for Claude Code.

When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," or "in-app pricing." Distinct from public pricing pages (see page-

Loop 3 of the Three-Loop Integrated Development System, featuring CI/CD automation with intelligent failure recovery, root cause analysis, and comprehensive quality validation. It receives implementations from Loop 2, feeds failure patterns back to Loop 1, and achieves 100% test success through automated repair and theater validation. v2.0.0 includes explicit agent SOPs.

External evidence discipline and search execution routing. Bridges structure_judgment and judgment_hygiene to govern how the model searches, what it retrieves, when to stop, and how to format evidence before internal reasoning. Prevents treating SEO-driven internet as infallible.

Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge. Use this skill whenever the user wants diverse viewpoints, needs help making a tough decision, asks for a council/panel/board discussion, wants to explore a problem from multiple angles, requests devil's advocate analysis, or says things like "what would different experts think about this", "help me

Master software architect specializing in modern architecture.

This skill automatically extracts official website and social media profiles. The agent should proactively apply it when users search for a company's official website and social media contacts, YouTube and LinkedIn profiles, social media links from a specific URL, or a company's X and Facebook presence.

Iterate on a PR until CI passes. Use to fix CI failures, address review feedback, or continuously push fixes until all checks are green, automating the feedback-fix-push-wait cycle.

Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits. Use when the user asks for a second opinion, external review, codex review, gemini review, or mentions /second-opinion.

This skill should be used when deploying a Docusaurus site to GitHub Pages. It automates the configuration, building, and deployment process, handling GitHub Pages setup, environment configuration, and CI/CD automation, and includes local validation before GitHub Actions triggering.

Classical ML in Python: classification, regression, clustering, dim reduction, evaluation, tuning, preprocessing pipelines. Linear models, tree ensembles, SVMs, K-Means, PCA, t-SNE. Use PyTorch/TF for deep learning; XGBoost/LightGBM for scale.

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.