shimayuz ⤴️ AIエージェント実装・業務効率化

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shimayuz ⤴️ AIエージェント実装・業務効率化

shimayuz ⤴️ AIエージェント実装・業務効率化

@Shimayus

AIエージェント専門家 | 株式会社quai CEO 医師免許を持つ起業家 | 複雑な業務をAIエージェントで自動化するノウハウを公開 | 始動10期SV選抜 | AGI研究所主催AIエージェントハッカソン2026優勝 | 誰でも使えるAI活用術と最新AIエージェント情報をお届け | フォローで生産性が変わります📝

日本 東京 Katılım Nisan 2010
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shimayuz ⤴️ AIエージェント実装・業務効率化
衝撃!AIエージェントの「長期記憶」問題がほぼ解決したかも…?? @DhravyaShah のSupermemoryが超厳しいLongMemEval_sベンチマークで85%→99%に爆上げ。 新手法「ASMR(Agentic Search and Memory Retrieval)」のポイント: ・Vector DB・埋め込み完全不要(インメモリで動く) ・Observer/Search/Answeringのマルチエージェント並列処理 ・ロボットにも組み込めるシンプル設計 これで「ユーザーごとに億単位で超パーソナライズされたエージェント」が現実味を帯びてきた…! 詳細&図解を確認してみて。
Dhravya Shah@DhravyaShah

x.com/i/article/2035…

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shimayuz ⤴️ AIエージェント実装・業務効率化
すごいな、このプロンプト。このサイトが一撃で出来た。 Promptは以下。 """ # MotionSites LP — Full Recreation Prompt (Structured) > Source: motionsites.ai — Google Stitch 準拠の高品質ダーク LP テンプレート --- ## 1. Overview | Item | Value | |------|-------| | Type | Single-page Landing Page | | Theme | AI-powered web design agency | | Aesthetic | Dark, premium, Apple-inspired | | Background | Pure black (`#000`) throughout | | Stack | React + Vite + TypeScript + Tailwind CSS + shadcn/ui | ### Dependencies ``` hls.js — HLS video streaming (Mux) motion — framer-motion animations lucide-react — icon library tailwindcss-animate — animation utilities ``` --- ## 2. Design System ### 2.1 Fonts (Google Fonts) | Role | Font | Weights | Tailwind Class | |------|------|---------|----------------| | Headings | Instrument Serif | italic | `font-heading` | | Body | Barlow | 300, 400, 500, 600 | `font-body` | ```js // tailwind.config — extend fontFamily heading: ["'Instrument Serif'", "serif"] body: ["'Barlow'", "sans-serif"] ``` ### 2.2 CSS Variables (`:root` in `index.css`) ```css :root { --background: 213 45% 67%; --foreground: 0 0% 100%; --primary: 0 0% 100%; --primary-foreground: 213 45% 67%; --border: 0 0% 100% / 0.2; --radius: 9999px; --font-heading: 'Instrument Serif', serif; --font-body: 'Barlow', sans-serif; } ``` ### 2.3 Typography Rules | Element | Classes | |---------|---------| | All headings | `font-heading italic text-white tracking-tight leading-[0.9]` | | All body text | `font-body font-light text-white/60 text-sm` | | All buttons | `font-body` + `rounded-full` | | Section badges | `liquid-glass rounded-full px-3.5 py-1 text-xs font-medium text-white font-body inline-block mb-4` | | Section headings | `text-4xl md:text-5xl lg:text-6xl font-heading italic text-white tracking-tight leading-[0.9]` | --- ## 3. Liquid Glass CSS (`@layer components`) ### 3.1 `.liquid-glass` (subtle variant) ```css .liquid-glass { background: rgba(255, 255, 255, 0.01); background-blend-mode: luminosity; backdrop-filter: blur(4px); border: none; box-shadow: inset 0 1px 1px rgba(255, 255, 255, 0.1); position: relative; overflow: hidden; } .liquid-glass::before { content: ''; position: absolute; inset: 0; border-radius: inherit; padding: 1.4px; background: linear-gradient(180deg, rgba(255,255,255,0.45) 0%, rgba(255,255,255,0.15) 20%, rgba(255,255,255,0) 40%, rgba(255,255,255,0) 60%, rgba(255,255,255,0.15) 80%, rgba(255,255,255,0.45) 100% ); -webkit-mask: linear-gradient(#fff 0 0) content-box, linear-gradient(#fff 0 0); -webkit-mask-composite: xor; mask-composite: exclude; pointer-events: none; } ``` ### 3.2 `.liquid-glass-strong` (prominent variant) Same structure as `.liquid-glass` with: - `backdrop-filter: blur(50px)` - `box-shadow: 4px 4px 4px rgba(0,0,0,0.05), inset 0 1px 1px rgba(255,255,255,0.15)` - Gradient opacity: `0.5` / `0.2` (higher than subtle) --- ## 4. Shared Components ### 4.1 BlurText (word-by-word animation) - Library: `motion/react` (framer-motion) - Splits text by words - Each word animates via `IntersectionObserver`: - `filter`: `blur(10px)` → `blur(5px)` → `blur(0px)` - `opacity`: `0` → `0.5` → `1` - `y`: `50` → `-5` → `0` - Step duration: `0.35s` - Configurable delay between words ### 4.2 HLSVideo (background video) - Uses `hls.js` for HLS streaming - Safari fallback: `canPlayType('application/vnd.apple.mpegurl')` - Position: `absolute`, full cover, `z-0` - Top + bottom fade gradients: `200px` height, `linear-gradient(to bottom/top, black, transparent)` ### 4.3 Badge (section label) ```tsx {children} ``` --- ## 5. Page Sections Outer wrapper: `
` --- ### SECTION 1 — NAVBAR (fixed) | Property | Value | |----------|-------| | Position | `fixed top-4 left-0 right-0 z-50 px-6 md:px-8` | | Layout | Left: logo (48x48) / Center: nav pill / Right: CTA | - **Logo**: 48x48 image - **Nav pill**: `liquid-glass rounded-full` containing: - Links: `"Home"`, `"Services"`, `"Work"`, `"Process"`, `"Pricing"` - Style: `text-sm font-medium text-foreground/90` - **CTA button**: `bg-white text-black rounded-full` + `ArrowUpRight` icon --- ### SECTION 2 — HERO (height: 1000px) | Property | Value | |----------|-------| | Container | `relative overflow-visible`, `height: 1000px`, `background: black` | **Background video:** - `src`: `d8j0ntlcm91z4.cloudfront.net/user_.../hf_20…` - Position: `absolute, top: 20%, w-full h-auto object-contain z-0` - `autoPlay loop muted playsInline` - Poster fallback: `/images/hero_bg.jpeg` **Overlays:** 1. `absolute inset-0 bg-black/5 z-0` (light darkening) 2. Bottom gradient: `absolute bottom-0`, height `300px`, `linear-gradient(to bottom, transparent, black)` **Content (z-10, centered, paddingTop: 150px):** 1. **Badge pill**: `liquid-glass rounded-full` → `"New"` tag (white bg) + `"Introducing AI‑powered web design."` 2. **Heading**: `BlurText` component - Text: `"The Website Your Brand Deserves"` - Style: `text-6xl md:text-7xl lg:text-[5.5rem] font-heading italic text-foreground leading-[0.8] tracking-[-4px]` - Delay: `100ms` per word 3. **Subtext** (`motion.p`, delay 0.8s): - `"Stunning design. Blazing performance. Built by AI, refined by experts. This is web design, wildly reimagined."` 4. **CTA buttons** (`motion.div`, delay 1.1s): - Primary: `liquid-glass-strong rounded-full` → `"Get Started"` + `ArrowUpRight` - Secondary: text-only → `"Watch the Film"` + `Play` icon --- ### SECTION 3 — PARTNERS BAR | Property | Value | |----------|-------| | Layout | Centered column, bottom of hero (`mt-auto pb-8 pt-16`) | - **Badge**: `liquid-glass rounded-full` → `"Trusted by the teams behind"` - **Partner names**: horizontal row, `gap-12` - `"Stripe"`, `"Vercel"`, `"Linear"`, `"Notion"`, `"Figma"` - Style: `text-2xl md:text-3xl font-heading italic text-white` --- ### SECTION 4 — HOW IT WORKS | Property | Value | |----------|-------| | Layout | Full-width, `min-height: 700px`, `py-32 px-6 md:px-16 lg:px-24` | **Background HLS video:** - `src`: `stream.mux.com/9JXDljEVWYwWu0…` - Top + bottom black fades (200px) **Content (z-10, centered, min-height: 500px):** 1. Badge: `"How It Works"` 2. Heading: `"You dream it. We ship it."` 3. Subtext: `"Share your vision. Our AI handles the rest—wireframes, design, code, launch. All in days, not quarters."` 4. Button: `liquid-glass-strong` → `"Get Started"` + `ArrowUpRight` --- ### SECTION 5 — FEATURES CHESS (alternating rows) | Property | Value | |----------|-------| | Layout | `py-24 px-6 md:px-16 lg:px-24` | **Header:** - Badge: `"Capabilities"` - Heading: `"Pro features. Zero complexity."` **Row 1** (text left, image right): - H3: `"Designed to convert. Built to perform."` - P: `"Every pixel is intentional. Our AI studies what works across thousands of top sites—then builds yours to outperform them all."` - Button: `liquid-glass-strong` → `"Learn more"` - Image: GIF in `liquid-glass rounded-2xl overflow-hidden` container **Row 2** (image left, text right — `lg:flex-row-reverse`): - H3: `"It gets smarter. Automatically."` - P: `"Your site evolves on its own. AI monitors every click, scroll, and conversion—then optimizes in real time. No manual updates. Ever."` - Button: `"See how it works"` --- ### SECTION 6 — FEATURES GRID (4 columns) | Property | Value | |----------|-------| | Layout | `grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-6` | **Header:** - Badge: `"Why Us"` - Heading: `"The difference is everything."` **Cards** (each: `liquid-glass rounded-2xl p-6`): | Icon | Title | Description | |------|-------|-------------| | `Zap` | Days, Not Months | Concept to launch at a pace that redefines fast. | | `Palette` | Obsessively Crafted | Every detail considered. Every element refined. | | `BarChart3` | Built to Convert | Layouts informed by data. Decisions backed by performance. | | `Shield` | Secure by Default | Enterprise-grade protection comes standard. | Card structure: - Icon: `liquid-glass-strong rounded-full w-10 h-10` - Title: `text-lg font-heading italic text-white` - Description: `text-white/60 font-body font-light text-sm` --- ### SECTION 7 — STATS **Background HLS video:** - `src`: `stream.mux.com/NcU3HlHeF7CUL8…` - Desaturated: `style={{ filter: 'saturate(0)' }}` - Top + bottom black fades (200px) **Content (z-10):** - Container: `liquid-glass rounded-3xl p-12 md:p-16` - Grid: `grid-cols-2 lg:grid-cols-4 gap-8 text-center` | Value | Label | |-------|-------| | 200+ | Sites launched | | 98% | Client satisfaction | | 3.2x | More conversions | | 5 days | Average delivery | - Values: `text-4xl md:text-5xl lg:text-6xl font-heading italic text-white` - Labels: `text-white/60 font-body font-light text-sm` --- ### SECTION 8 — TESTIMONIALS **Header:** - Badge: `"What They Say"` - Heading: `"Don't take our word for it."` **Cards** (3-column grid, each: `liquid-glass rounded-2xl p-8`): | Name | Role | Quote | |------|------|-------| | Sarah Chen | CEO, Luminary | "A complete rebuild in five days..." | | Marcus Webb | Head of Growth, Arcline | "Conversions up 4x..." | | Elena Voss | Brand Director, Helix | "They didn't just design our site..." | - Quote: `text-white/80 font-body font-light text-sm italic` - Name: `text-white font-body font-medium text-sm` - Role: `text-white/50 font-body font-light text-xs` --- ### SECTION 9 — CTA FOOTER **Background HLS video:** - `src`: `stream.mux.com/8wrHPCX2dC3msy…` - Top + bottom black fades (200px) **Content (z-10, centered):** 1. Heading: `"Your next website starts here."` - Style: `text-5xl md:text-6xl lg:text-7xl` 2. Subtext: `"Book a free strategy call. See what AI‑powered design can do."` 3. Buttons: - Primary: `liquid-glass-strong` → `"Book a Call"` - Secondary: `bg-white text-black` → `"View Pricing"` **Footer:** - `mt-32 pt-8 border-t border-white/10` - Left: `"© 2026 Studio"` — `text-white/40 text-xs` - Right: `Privacy`, `Terms`, `Contact` — `text-white/40 text-xs` --- ## 6. Video Assets | Section | Type | URL | |---------|------|-----| | Hero | MP4 (direct) | `d8j0ntlcm91z4.cloudfront.net/user_.../hf_20…` | | How It Works | HLS (Mux) | `stream.mux.com/9JXDljEVWYwWu0…` | | Stats | HLS (Mux) | `stream.mux.com/NcU3HlHeF7CUL8…` | | CTA Footer | HLS (Mux) | `stream.mux.com/8wrHPCX2dC3msy…` | --- ## 7. Key Patterns Summary 1. All video sections: HLS via `hls.js` + Safari fallback (`canPlayType`) 2. All video fades: `200px` height, `linear-gradient(to bottom/top, black, transparent)` 3. Page wrapper: `bg-black overflow-visible` 4. All interactive elements: `rounded-full` pill shape 5. Glass effects: `liquid-glass` (subtle) / `liquid-glass-strong` (prominent) 6. Animation: `BlurText` for hero heading, `motion` for fade-in elements
Viktor Oddy@viktoroddy

Google Stitch vs Claude Prompt 👇

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shimayuz ⤴️ AIエージェント実装・業務効率化
これ、Cursorユーザーは知っておいた方がいい。 新機能「Composer 2」の中身、中国Moonshot AIのKimi K2.5だった。 帰属表示なし。 Elon Muskも参戦して批判してる。 海外では大炎上中。 @Kimi_Moonshot が後追いで祝辞を述べているが、これってどうなの? 毎日使ってるツールの「中身のモデル」、気にならない?? この問題、Kimiを使ったことじゃなく、意図的にモデルを出さなかったこと。 日本でも楽天が似たようなことしているけど、AIの時代だからこそガラス張りの透明性は重要。
shimayuz ⤴️ AIエージェント実装・業務効率化 tweet media
Kimi.ai@Kimi_Moonshot

Congrats to the @cursor_ai team on the launch of Composer 2! We are proud to see Kimi-k2.5 provide the foundation. Seeing our model integrated effectively through Cursor's continued pretraining & high-compute RL training is the open model ecosystem we love to support. Note: Cursor accesses Kimi-k2.5 via @FireworksAI_HQ ' hosted RL and inference platform as part of an authorized commercial partnership.

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shimayuz ⤴️ AIエージェント実装・業務効率化
楽しみすぎる!
Taishi | AI動画編集ソフト開発中🎥@taishiyade

完全AIネイティブな動画編集ソフト開発中 最強のAI動画編集ツールを日本から世界にブチ上げるぞ!!! 自分が毎日使うツールを開発するの楽しすぎる!!! 技術的なチャレンジもあるし、前人未到感も味わえるし、マジで楽しい 基盤ができてきたからここからめっちゃ飛躍していけそう マジでかっこいい動画量産しまくりたい! 自分、ジョブズに憧れてスタートアップの世界に入っていったんやけど 最近自分のテーマとしては 『人をクリエイティブにすることが出来るプロダクトを作ってるヤツが1番クリエイティブや』 って思ってて、僕が作ったツールを使って100人がアウトプットすれば僕の世界へのアウトプットが100倍になるやん!って ジョブズのインタビューで好きな一説 ⸻ “I read an article in Scientific American that measured the efficiency of locomotion for various species on the planet.” (地球上のさまざまな生物の移動効率を測定した記事を読んだんだ) “The condor was the most efficient. Man came in somewhere down the list.” (コンドルが最も効率がよく、人間はかなり下の方だった) “But somebody there had the imagination to test man riding a bicycle.” (でも誰かが、人間が自転車に乗った場合も測定した) “Man on a bicycle blew the condor away, completely off the top of the charts.” (すると自転車に乗った人間は、コンドルを圧倒してランキングの頂点に立った) “That’s what a computer is to me… a bicycle for our minds.” (それが私にとってのコンピュータだ。精神にとっての自転車なんだ) これなんよ、コレ 自分、はじめて動画編集したのが15年以上前の高校3年のときで、家のクソ遅いDynabookに無理やりプレミアプロ入れて独学でやって、レンダリングクソ遅くて、学校にコッソリパソコン持っていって、休み時間とか授業サボってトイレに篭ってレンダリングしてたんよな… ハマりすぎて勉強もせんかったし、ニコ厨になってしまって弾いてみた動画1日12時間毎日見るだけの廃人になって、気付いたら自分もうp主になってしまってた まぁとにかく、人間が使うツール作るのオモロい あんなクソパソコンとクソ遅いツールじゃなくて今はAIで編集もできるけど、どうせならクソかっこいい動画をAIと一緒に作れる自由度の高い自分の右上になる映像クリエイターのための最強ツールを作りたい 久しぶりに毎日夜な夜な楽しんでる! 眠りも浅いし、eizoのことめっちゃ考えてる みんな、使ってくれ! んで、広めてくれ! まだ開発中やけど、最高のツールにするからリツイートと応援よろしく!!!

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shimayuz ⤴️ AIエージェント実装・業務効率化
GPT-5.4でフロントエンドデザインがより進化。 しかも、プロンプトまで公式で公開してる。 今すぐ始められるプロンプトは以下。 ``` ## Frontend tasks When doing frontend design tasks, avoid generic, overbuilt layouts. **Use these hard rules:** - One composition: The first viewport must read as one composition, not a dashboard (unless it's a dashboard). - Brand first: On branded pages, the brand or product name must be a hero-level signal, not just nav text or an eyebrow. No headline should overpower the brand. - Brand test: If the first viewport could belong to another brand after removing the nav, the branding is too weak. - Typography: Use expressive, purposeful fonts and avoid default stacks (Inter, Roboto, Arial, system). - Background: Don't rely on flat, single-color backgrounds; use gradients, images, or subtle patterns to build atmosphere. - Full-bleed hero only: On landing pages and promotional surfaces, the hero image should be a dominant edge-to-edge visual plane or background by default. Do not use inset hero images, side-panel hero images, rounded media cards, tiled collages, or floating image blocks unless the existing design system clearly requires it. - Hero budget: The first viewport should usually contain only the brand, one headline, one short supporting sentence, one CTA group, and one dominant image. Do not place stats, schedules, event listings, address blocks, promos, "this week" callouts, metadata rows, or secondary marketing content in the first viewport. - No hero overlays: Do not place detached labels, floating badges, promo stickers, info chips, or callout boxes on top of hero media. - Cards: Default: no cards. Never use cards in the hero. Cards are allowed only when they are the container for a user interaction. If removing a border, shadow, background, or radius does not hurt interaction or understanding, it should not be a card. - One job per section: Each section should have one purpose, one headline, and usually one short supporting sentence. - Real visual anchor: Imagery should show the product, place, atmosphere, or context. Decorative gradients and abstract backgrounds do not count as the main visual idea. - Reduce clutter: Avoid pill clusters, stat strips, icon rows, boxed promos, schedule snippets, and multiple competing text blocks. - Use motion to create presence and hierarchy, not noise. Ship at least 2-3 intentional motions for visually led work. - Color & Look: Choose a clear visual direction; define CSS variables; avoid purple-on-white defaults. No purple bias or dark mode bias. - Ensure the page loads properly on both desktop and mobile. - For React code, prefer modern patterns including useEffectEvent, startTransition, and useDeferredValue when appropriate if used by the team. Do not add useMemo/useCallback by default unless already used; follow the repo's React Compiler guidance. Exception: If working within an existing website or design system, preserve the established patterns, structure, and visual language. ``` 公式の情報も見てみて↓
OpenAI Developers@OpenAIDevs

Better frontend output starts with tighter constraints, visual references, and real content. Here’s how to build intentional frontends with GPT-5.4 developers.openai.com/blog/designing…

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GoogleがついにDESIGN.md という魔法のファイルをリリースした。 今までの開発フローってこうだったよね? ① PMが「こんなサービス作りたい!」と企画書を書く ② デザイナーがFigmaで美しい画面を作る ③ エンジニアが「え、これどういう意味?」って聞きながらコードを書く → 3チーム・3回の引き継ぎ・時間もお金もめっちゃかかる… でももうそれ終わり Googleの新ファイルDESIGN.md は、AIがそのまま読める設計書 しかも今すぐ使えるのがすごい! ・StitchというツールがClaude Code / Cursor / Gemini CLIと直結 ・PMが「ビジネス目標はこれ!」って言うだけ ・AIが自動でUIを作り ・もう1つのAIがDESIGN.mdを読みながら完璧にコードを書く Figmaの書き出しも不要、仕様書も不要、開発者とデザイナーの衝突もゼロ 企画 → デザイン → コードが1つのループで完結する時代が、本当に来た。 これ、スタートアップや中小企業にとってマジで革命。 アイデアさえあれば爆速でプロダクトが生まれる可能性が一気に広がる Googleが本気で動いたこの流れ、2026年はマジで開発の歴史が変わるわ
Paweł Huryn@PawelHuryn

Google just shipped DESIGN.md — a portable, agent-readable design system file. That's the real announcement. Everyone's covering "vibe design" and the canvas. But Stitch now has an MCP server that connects directly to Claude Code, Cursor, and Gemini CLI. Your coding agent can read your design system while it builds. Google already shipped official Claude Code skills for this. The pipeline works today. A PM describes the business objective. Stitch generates the UI. The coding agent reads DESIGN.md and builds against it. No Figma export. No spec document. No "the developer interpreted the design wrong." PRD → design → code used to be three teams and three handoffs. Now it's one loop with one context file.

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shimayuz ⤴️ AIエージェント実装・業務効率化 retweetledi
Naive
Naive@usenaive·
Introducing Naive - hire autonomous employees with their own identity. Own compute. Own bank account. Own legal entity. Own email. Own credentials. Own mobile. No humans-in-the-loop. They sign up for tools, pay for services, deploy apps, file documents, and run your entire company. Describe a business. Naive runs it. Reply "Naive" + RT. Get $100 credit for free.
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Yann
Yann@yanndine·
SHOCKING: 99% of GTM engineers using Claude are barely scratching the surface. Right now, the entire internet is screaming "Claude, Claude, Claude"... But here's the truth: just prompting it won't build GTM infrastructure. To unlock its real power, you need to master: - Claude Code deployment with the WAT framework and CLAUDE. md self-improvement loop - MCP connections, sub-agents, and automations running 24/7 without you - Pre-built prompt systems covering every GTM function you actually run I spent 100+ hours building and documenting the most complete Claude GTM Engineering Bible and compiled every prompt, workflow, build sequence, and deployment guide into one resource. I'll give it to only 500 people. To get it: 1. Follow me MUST (so I can DM) 2. Comment "CLAUDE" 3. I'll DM you the bible If you don't follow or comment, you won't receive it.
Yann tweet media
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shimayuz ⤴️ AIエージェント実装・業務効率化
これ地味にgoodニュース。 Claude CodeやCursorで開発してると、.envにあるAPIキーをAIが普通に読みに行く。.gitignoreしてても意味ない、ファイルシステム上にプレーンテキストで存在してるから。 1PasswordがAnthropicやCursor、GitHubと連携して「AIエージェント時代のシークレット管理」を本気で作りにきた。開発者は全員チェックしたほうがいい。
1Password@1Password

Today we’re introducing 1Password® Unified Access. As AI agents start operating inside real production environments, organizations need visibility into how credentials and access are actually used. Unified Access helps security teams discover, secure, and audit access across humans, machines, and AI agents. 🔗 More here: bit.ly/4dq2pjO

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