DevOps

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

Efficient PR creation with gh CLI - automated branch, commit, push, and pr-create. Use when user asks to "create PR", "open pull request", or "make PR".

Schedule a delayed or interval-based action with minimal heartbeats. Use to wait before running a check (e.g., GH Actions, PR status, CI pipeline) or to poll on a bounded interval. Trigger on: "wait", "delay", "poll", "check later", "retry after", "schedule check".

Summarize conversation content and save to Apple Notes app using HTML format. Use when user asks to "总结并保存到备忘录", "summarize and save to Notes". Handles both summarization and saving in one step. Can save to custom folder if user specifies.

Terraform infrastructure-as-code workflow patterns: state and environments, module design, safe plan/apply, drift control, and CI guardrails

Promote staging commit to production and deploy using SSH and Docker Compose.

Force unrelated concepts together to discover emergent properties - "What if we treated X like Y?" Use when conventional approaches feel inadequate and you need breakthrough innovation by forcing unrelated concepts together.

Optimizes React Native Expo applications for speed, responsiveness, and battery efficiency. Use when fixing lag, optimizing lists, or reducing bundle size.

Standards for efficient information gathering and synthesis. Focuses on speed, summarization, and archival.

Enterprise-grade FastAPI development covering complete full-stack architecture with Next.js/React frontend, Neon Serverless PostgreSQL, SQLModel ORM, security hardening, payment integrations (Stripe, JazzCash, EasyPaisa), async patterns, real-time features, microservices, and production deployment. Use when building APIs, integrating with databases, implementing authentication/authorization, payment systems, real-time functionality, or deploying to production.

Write user-facing copy for vehicle insurance platform UI. Use when writing error messages, button labels, tooltips, success messages, or formatting numbers. Mentions "write message", "button text", "error copy", "toast message", or "format number".

M-estimation, influence functions, and semiparametric efficiency theory for causal inference

Optimizes GitHub Actions CI/CD workflows through test sharding, intelligent caching, and workflow parallelization. Use when CI execution time exceeds limits, costs are too high, or workflows need parallelization.

Generates Construct 3 event sheet JSON that can be pasted into the C3 editor. Invoked when generating clipboard-ready event blocks, querying ACE IDs and parameter formats, implementing game logic patterns (movement, collision, timers), or converting between Schema and editor ID formats. Based on 490 official examples.

Review security of command execution, tool permissions, and API key handling. Use when user mentions "security review", "audit", "check security", "vulnerabilities", or before deploying to production.

Execute the complete TestFlight deployment workflow for this Flutter iOS app. Use when the user asks to deploy, release, publish, or upload the app to TestFlight, or says things like "deploy to testflight", "release a new build", "push to beta testers", or "upload to app store connect".

Real-time property lookup via Pinellas County GIS API. Use when you need current owner, value, or address details for a specific parcel.

Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management, root cause analysis, effectiveness verification, and continuous improvement coordination. Use for CAPA investigations, corrective action planning, preventive action implementation, and CAPA system optimization.

This skill should be used when the user asks to "run multiple agents", "parallel review", "comprehensive analysis", "full review", "multi-agent workflow", or needs to coordinate multiple specialized agents working simultaneously. Provides patterns for launching agents in parallel and synthesizing results.

Invoke for complex multi-step tasks requiring intelligent planning and multi-agent coordination. Use when tasks need decomposition, dependency mapping, parallel/sequential/swarm/iterative execution strategies, or coordination of multiple specialized agents with quality gates and dynamic optimization.