Summary
アプリ組み込み AI チャットフロントエンドの設計・実装ガイド。 前半は言語非依存の抽象設計パターン（ストリーミングファースト、チャット状態マシン、 メッセージモデル、楽観的UI、エラーリカバリ、UX原則、マルチセッション、サーバー設計原則）、 後半は Vercel AI SDK (useChat) による…
tumf/skills
ai-chat-frontend
Installation
$
npx skills add https://github.com/tumf/skills
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Other skills from tumf/skills · top by installs.
npx skills add https://github.com/tumf/skills
More details
Agent compatibility
Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.
Claude Code
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Cursor
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Codex
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GitHub Copilot
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Windsurf
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Gemini CLI
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Cline
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OpenCode
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Repository health
Stars
4
License
LICENSE
Default branch
main
Open issues
0
Status
Active
History
- First seen on skills.sh
- First recorded snapshot · 4 installs