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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

openwebf-bridge

archview-ai

DEPRECATED umbrella Skill (backward compatibility). Use only for broad bridge-module orchestration across codegen + Dart + registration + JS usage. Prefer the focused bridge module codegen Skill.

GitHub

openwebf-release-versioning-rollback

archview-ai

Design versioning, cache busting, progressive rollout, and rollback for remote WebF bundles. Use when the user mentions version pinning, cache busting, force update, rollback, feature flags, or staged rollout.

GitHub

openwebf-security

archview-ai

DEPRECATED umbrella Skill (backward compatibility). Use only for cross-cutting security reviews spanning remote content + XSS/sanitization + store compliance. Prefer focused openwebf-security-* Skills.

GitHub

openwebf-host-embedding-constraints

archview-ai

Fix Flutter layout/constraint issues when embedding WebF (scrollables, unbounded constraints, viewport sizing). Use when the user mentions ListView/ScrollView, “unbounded height”, infinite constraints, RenderBo...

GitHub

openwebf-host-theming-sync

archview-ai

Sync theming between Flutter and WebF (automatic theme sync, prefers-color-scheme, dark mode patterns). Use when the user mentions theme sync, dark mode, prefers-color-scheme, CSS variables, or WebF theming fro...

GitHub

openwebf-security-xss-sanitization

archview-ai

Review and mitigate XSS risks in WebF apps (sanitize HTML, validate input, avoid unsafe string rendering). Use when the user mentions XSS, sanitize HTML, innerHTML-like rendering, user-generated HTML, or “untru...

GitHub

openwebf-app-testing-vitest

archview-ai

Set up and improve WebF app tests with Vitest and React Testing Library. Use when the user mentions Vitest, React Testing Library, unit tests, component tests, “testing trophy”, or asks to add/fix tests in a Vi...

GitHub

openwebf-host-performance-metrics

archview-ai

Instrument and diagnose WebF performance in Flutter (FP/FCP/LCP, dumpLoadingState, loading-state events). Use when the user mentions FP/FCP/LCP, dumpLoadingState, first render slow, LCP verification, or perform...

GitHub

openwebf-app

archview-ai

DEPRECATED umbrella Skill (backward compatibility). Use only for cross-cutting orchestration across multiple WebF app tasks when a request spans several capabilities (dev loop + debugging + testing + release)....

GitHub

openwebf-app-performance-js

archview-ai

Measure and optimize WebF app performance from the JavaScript side (performance.mark/measure, bundle size, code splitting, debouncing, CSS transforms). Use when the user mentions performance.mark/measure, JS pr...

GitHub

openwebf-app-debugging-devtools

archview-ai

Debug WebF app runtime issues with Chrome DevTools (console/network/elements) and JS-side troubleshooting. Use when the user mentions DevTools console, network tab, stack traces, blank screen, layout measuremen...

GitHub

openwebf-app-devserver-network

archview-ai

Troubleshoot dev server reachability and HMR for WebF apps on real devices (Vite/Webpack): LAN IP vs localhost, 0.0.0.0/--host binding, firewall/ports, and websocket/HMR (ws://) issues. Use when the user mentio...

GitHub

openwebf-app-webf-go

archview-ai

Run and debug a WebF app specifically in WebF Go (desktop/iOS/Android): load dev URLs, connect via devtools://, collect WEBF_NATIVE_LOG logs, clear WebF Go cache, and handle WebF Go limitations. Use when the us...

GitHub

openwebf-release

archview-ai

DEPRECATED umbrella Skill (backward compatibility). Use only when release work spans deployment + cache headers + versioning + rollback. Prefer focused `openwebf-release-cdn-deploy` and `openwebf-release-versio...

GitHub

openwebf-host

archview-ai

DEPRECATED umbrella Skill (backward compatibility). Use only when a Flutter host request spans multiple WebF integration areas (controllers + bundles + embedding + routing + caching/theming + perf). Prefer focu...

GitHub

openwebf-bridge-module-codegen

archview-ai

Build a WebF bridge module/native plugin using the module-codegen workflow (*.module.d.ts → codegen → Dart implementation → registration → JS usage). Use when the user mentions module-codegen, bridge module, na...

GitHub

openwebf-release-cdn-deploy

archview-ai

Plan and implement CDN deployment of built WebF app assets (Vercel/Netlify/S3+CloudFront/GitHub Pages), including cache headers and verification. Use when the user mentions CDN, cache headers, S3/CloudFront, Ve...

GitHub

investigation

talmolab

Scaffolds a template for a small investigation for empirical experimentation. Use when the user asks for an investigation, experiment or research to support making design decisions, assess performance or try ou...

GitHub

docker-ops

ystk-kai

Obsidian LiveSync の Docker Compose 環境を操作・トラブルシューティングします。compose.yaml の構成理解、環境変数(.env)の設定、CouchDB と livesync-proxy のヘルスチェック、バックアップサービスの実行、ログ確認と...

GitHub

couchdb-client

ystk-kai

Obsidian LiveSync の CouchDbClient の構造と使用方法を説明します。CouchDbRepository トレイトの実装方法、HTTP プロキシパターン(forward_request)、longpoll リクエストの処理、メトリクス収集、ヘルスチェックの実装を...

GitHub

code-review

ystk-kai

Obsidian LiveSync プロジェクトのコードレビューを実施します。DDD アーキテクチャの遵守、レイヤー間の依存方向、セキュリティ(認証情報、入力検証)、パフォーマンス(非同期処理、タイムアウト)、Rust 固有のベストプラ...

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