data Skills

Write OpenTofu/Terraform modules and comprehensive tests for homelab infrastructure. Use when: (1) Creating new OpenTof...

Explore and manage Neon Postgres serverless database resources using OpenTofu/Terraform

Configure OpenTofu with cloud providers, manage authentication, and setup state backends

Infrastructure as Code development patterns, resource lifecycle management, and state management workflows with OpenTofu

Quality assurance and testing toolkit for OpenTofu/Terraform infrastructure as code. Use this skill when reviewing, test...

Expert guidance for Opentrons Python API v2 - automated liquid handling, protocol development, labware management, and h...

Opentrons Absorbance Plate Reader Module for Flex - on-deck microplate spectrophotometry with single/multi-wavelength re...

Opentrons Flex Gripper - automated labware movement between deck locations, modules, waste chute, and off-deck storage w...

Opentrons Heater-Shaker Module - temperature control (37-95°C) with orbital mixing (200-3000 rpm) for cell culture, enzy...

Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware...

Opentrons Magnetic Block for Flex - unpowered magnetic bead separation using gripper-based labware movement with high-st...

Opentrons Temperature Module - precise heating and cooling (4-95°C) for sample storage, enzyme reactions, and temperatur...

Opentrons Thermocycler Module - automated PCR thermal cycling with independent block (4-99°C) and lid (37-110°C) tempera...

DEPRECATED umbrella Skill (backward compatibility). Use only for cross-cutting orchestration across multiple WebF app ta...

Debug WebF app runtime issues with Chrome DevTools (console/network/elements) and JS-side troubleshooting. Use when the...

Troubleshoot dev server reachability and HMR for WebF apps on real devices (Vite/Webpack): LAN IP vs localhost, 0.0.0.0/...

Measure and optimize WebF app performance from the JavaScript side (performance.mark/measure, bundle size, code splittin...

Set up and improve WebF app tests with Vitest and React Testing Library. Use when the user mentions Vitest, React Testin...

Run and debug a WebF app specifically in WebF Go (desktop/iOS/Android): load dev URLs, connect via devtools://, collect...

DEPRECATED umbrella Skill (backward compatibility). Use only for broad bridge-module orchestration across codegen + Dart...

Build a WebF bridge module/native plugin using the module-codegen workflow (*.module.d.ts → codegen → Dart implementatio...

Choose and implement WebFBundle loading in a Flutter host (remote URL, assets, localhost dev, inline) and diagnose bundl...

Configure and debug WebF runtime caching in Flutter using HttpCacheMode (stale content, offline-first, cache busting, cl...

Manage WebF controllers safely with WebFControllerManager (lifecycle, reuse, pre-render, multiple controllers). Use when...

Fix Flutter layout/constraint issues when embedding WebF (scrollables, unbounded constraints, viewport sizing). Use when...

Implement hybrid routing between Flutter and WebF using WebFSubView and go_router (route mapping and layouts). Use when...

Instrument and diagnose WebF performance in Flutter (FP/FCP/LCP, dumpLoadingState, loading-state events). Use when the u...

Sync theming between Flutter and WebF (automatic theme sync, prefers-color-scheme, dark mode patterns). Use when the use...

DEPRECATED umbrella Skill (backward compatibility). Use only when release work spans deployment + cache headers + versio...

Plan and implement CDN deployment of built WebF app assets (Vercel/Netlify/S3+CloudFront/GitHub Pages), including cache...

Design versioning, cache busting, progressive rollout, and rollback for remote WebF bundles. Use when the user mentions...

DEPRECATED umbrella Skill (backward compatibility). Use only for cross-cutting security reviews spanning remote content...

Review security risks and mitigations for remote WebF content (untrusted bundles, URL allowlists, HTTPS, trust boundarie...

Ensure store compliance for WebF apps (remote updates, interpreters, rollout/rollback constraints). Use when the user me...

Review and mitigate XSS risks in WebF apps (sanitize HTML, validate input, avoid unsafe string rendering). Use when the...

Operations - deployment, rollback, feature flags. Use for ops tooling.

運用観測性の確保。ログ、メトリクス、ヘルスチェック、設定検証でバグを扱う能力を担保。Use when: デプロイ前チェック、障害調査が困難、原因不明、ログ設計、メトリクス設計、設定管理実装。

Operating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, storage,...

Design PostgreSQL operational practice — backups, roles and privileges, replication, function volatility, space reclamat...

Maintain awareness of operation counts across the conversation to prevent cumulative context exhaustion. Use when you no...

Use when implementing Kubernetes cost visibility (OpenCost, VPA), backup/disaster recovery (Velero, RTO/RPO), or chaos e...

Domain expert reviewer representing operational hydrologists in Central Asia, Nepal, Switzerland, and the Caucasus. Use...

運用・監視（Operations & Monitoring）機能の開発・修正を行う際に使用。監査ログ、テナント統計、期限切れデータ削除実装時に役立つ。

Streamline business operations, eliminate inefficiencies, automate workflows, and improve productivity

Create or improve an operational runbook for recurring operations, incidents, maintenance, onboarding, or controlled rec...

Operations excellence expertise for supply chain optimization, process improvement (Lean, Six Sigma), capacity planning,...

Problem-solving strategies for operator theory in functional analysis

Provides critical feedback and alternative architectural perspectives on code changes. Use when you want to explore diff...