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ESTE REPO HACE QUE CLAUDE ESCRIBA HASTA UN 94% MENOS DE CÓDIGO Fable 5 es el mejor modelo de código del mundo. También el más caro. Cada línea que escribe de más, la pagas tú. Ponytail lo arregla con una idea absurdamente simple: convierte a tu agente en el senior vago del equipo. Ese que mira tus 50 líneas y las reemplaza por una. Antes de escribir nada, el agente se pregunta: → Esto necesita existir? → Ya está en el codebase? → Lo hace la librería estándar? → Lo hace el navegador de forma nativa? → Cabe en una línea? Solo si todo falla, escribe el mínimo que funciona. Resultado: • hasta 94% menos código • un 20% menos de factura • un 27% más rápido Sin recortar seguridad ni validaciones. Se instala en 2 comandos: /plugin marketplace add DietrichGebert/ponytail /plugin install ponytail@ponytail 83.000 estrellas en GitHub. Gratis y open source. El mejor código es el que nunca escribiste. Enlace al repositorio abajo👇

Gemini Omni Flash on Pollo AI. Prompt: Main Subject: The same young Korean woman appears throughout the entire video. Early 20s, natural everyday appearance, faded charcoal-gray sleeveless crop top, loose high-waisted light-wash jeans, black canvas sneakers, black cord necklace, black wavy hair styled in a messy side ponytail with wispy bangs. Realistic skin texture, minimal makeup, warm and approachable personality. Maintain identical facial features, hairstyle, body type, clothing, accessories, and overall appearance in every shot. Do not change identity, outfit, age, or styling between scenes. Location: An authentic Korean residential neighborhood during a peaceful late morning. Narrow concrete alleys, low-rise homes, potted plants, laundry lines, bicycles, utility poles, overhead wires, mature trees casting moving shadows, and quiet residential surroundings. No shops, cafés, advertisements, crowds, or commercial activity. Visual Style: Ultra-realistic documentary realism. Authentic slice-of-life moments captured naturally rather than staged. Genuine body language, believable human motion, strong environmental authenticity, and rich everyday details. Prioritize realism over beauty and natural behavior over performance. Camera Style: Early-2000s consumer DV camcorder footage. Feels like a friend casually recording everyday moments. Heavy handheld shake, imperfect framing, autofocus hunting, lens breathing, occasional motion blur, rolling shutter artifacts, mild digital compression, faded colors, soft contrast, subtle sensor noise, exposure fluctuations between sunlight and shade, and delayed camera reactions. No stabilization, no cinematic camera movement, no modern color grading, no commercial polish. Continuity Requirements: All scenes occur during the same late morning in the same neighborhood. Maintain consistent lighting, weather, clothing, hairstyle, and environmental continuity throughout the entire video. 00:00–00:02 Outside a modest house entrance. She sits on a low concrete wall adjusting her ponytail with both hands. A gentle breeze moves loose strands of hair. She smiles naturally while the camcorder struggles to maintain focus. 00:02–00:04 Walking through a narrow residential alley lined with potted plants and concrete walls. A stray cat approaches. She crouches down and gently pets it while the camera framing drifts slightly off-center as the operator tries to keep up. 00:04–00:06 In a small front yard beside her house, she hangs laundry on a clothesline. Fabrics sway softly in the breeze. Exposure subtly changes as clouds briefly pass overhead. 00:06–00:08 Seated comfortably on a quiet terrace holding a ceramic coffee cup. She watches the neighborhood and casually brushes hair behind her ear. Loose handheld side-angle framing with natural camera drift. 00:08–00:10 She walks slowly down a tree-lined residential lane holding her coffee cup. She notices the camera, gives a small genuine smile, then looks away and continues walking. The recording abruptly cuts to black mid-motion as if the camcorder was switched off. Audio: Natural ambient sound only. Morning birds, distant motorcycles, light wind, rustling leaves, faint neighborhood chatter, occasional cat sounds, footsteps on concrete, laundry moving on clotheslines, and subtle residential ambience. No music, narration, voice-over, or cinematic sound design. Goal: Create a highly believable early-2000s Korean home-video recording captured casually by a friend during an ordinary late morning. The footage should feel warm, candid, imperfect, and deeply authentic. Emphasize genuine human behavior, environmental realism, imperfect camera operation, and strong continuity. Avoid cinematic aesthetics, influencer-style content, commercial production value, dramatic storytelling, or modern social-media visuals.

Seedance 2.0 on OpenArt AI Prompt: Main subject: young Korean woman, early 20s, natural everyday appearance, faded charcoal-grey sleeveless crop top, loose high-waisted light-wash jeans, black canvas sneakers, black cord necklace, black wavy hair in a messy side ponytail with wispy bangs. Realistic skin texture, minimal makeup, warm and approachable personality. Maintain consistent identity, clothing, hairstyle, and appearance throughout the entire video. Location: Authentic Korean residential neighborhood during a calm late morning. Narrow concrete alleys, low-rise homes, small terraces, potted plants, laundry lines, bicycles, utility poles, overhead wires, mature trees casting moving shadows, quiet residential atmosphere. No stores, advertisements, cafés, crowds, or commercial activity. Visual Style: Ultra-realistic documentary realism. Genuine candid behavior. Natural body language. Unscripted slice-of-life feeling. Strong environmental authenticity. Rich real-world details and believable human motion. Camera Style: Early-2000s consumer DV camcorder aesthetic. Friend casually recording everyday moments. Heavy handheld shake, imperfect framing, frequent autofocus hunting, lens breathing, exposure pumping when moving between sun and shade, occasional motion blur, subtle rolling shutter, mild digital compression artifacts, faded colors, soft contrast, slight sensor noise. No stabilization. No cinematic camera moves. No modern color grading. 00:00–00:02 Outside a small house entrance. She sits on a low concrete wall adjusting her ponytail with both hands raised. A light breeze moves loose strands of hair. She smiles naturally while the camera struggles to hold focus. 00:02–00:04 The camera follows her into a narrow alley lined with potted plants and concrete walls. She notices a stray cat approaching and crouches down. Framing drifts off-center as the operator tries to keep up. 00:04–00:06 She gently pets and feeds the cat. Autofocus repeatedly shifts between her face and the animal. Morning sunlight flickers through leaves overhead. 00:06–00:08 Small front yard beside her house. She hangs laundry on a clothesline while fabrics sway in the breeze. Exposure changes as clouds briefly pass overhead. 00:08–00:10 On a quiet terrace with a ceramic coffee cup. She sits comfortably watching the neighborhood, occasionally brushing hair behind her ear. Loose handheld side angle with natural camera drift. 00:10–00:12 Close side profile. Someone off-camera greets her. She turns, raises her hand, smiles warmly, and casually says, “Annyeong.” The camera catches the moment slightly late. 00:12–00:15 Walking slowly down a tree-lined residential lane holding her coffee cup. She notices the camera, gives a small genuine smile, then looks away and continues walking. Recording cuts abruptly to black mid-motion as if the camcorder was switched off. Audio: Natural ambient sound only — morning birds, distant motorcycles, light wind, leaves rustling, faint neighborhood chatter, cat sounds, footsteps on concrete, fabric moving on clotheslines, subtle residential ambience. No music. No sound design. No narration. Goal: Authentic Korean neighborhood life captured like a forgotten home video from the early 2000s — candid, imperfect, realistic, warm, and deeply believable.

有人问我平时都在用哪些 Skills，简单分享几个我最近常用的。 1、ui-ux-pro-max 我不是设计师，但每次用了这个 Skill，UI 真的会瞬间高一个档次。 配色、字体、排版、组件质感，它会直接帮你拉到能上线的标准。 我一般在项目初期就让 agent 先给我 5 个风格方向，然后我挑一个继续往下做。 2、ponytail 这个是逼 AI 用“很懒的资深工程师”方式解决问题。 能不写就不写，能复用就复用，能沿用现有架构就别重新造轮子。 它最大的价值是防止 AI 发癫过度开发。 3、claude-mem 跨 session 神器。 今天打开，可以接着昨天继续做。 它会记得独立项目的上下文，知道上次卡在哪里，为什么这么设计，哪些东西已经讨论过。 对长期项目来说，这个太重要了。 4、superpowers 这个相当于给 AI 强制注入资深工程师纪律。 交付前必须自己先跑测试，必须验证，必须检查，不再随便回一句“我已经完成了”。 很多时候 AI 最烦人的不是不会做，而是做完不自检。 5、deep-research 做研究基本靠它。 不是随便 Google 两页，然后给你拼一段水文。 而是一路查到底，整理成带引用来源的完整报告。 研究竞品、市场、技术路线、工具选型、政策信息，都很好用。 模型本身决定上限，Skill 决定它干活的时候像不像个人。

Seednace 2 mini on @openart_ai Prompt Seedance 2.0, 15 seconds, 16:9. Main subject from @ image1 — lock her completely. Face, skin tone, body, outfit, everything stays identical the whole way through. She's wearing a grey faded sleeveless crop top, loose high-waist light blue jeans, black canvas sneakers, black cord necklace, black wavy hair in a messy side-swept ponytail with bangs. Korean woman, early-2000s feel. The whole thing is shot in a quiet Korean residential neighborhood — narrow concrete alleys, low-rise houses with small terraces, a front yard with a clothesline, potted plants, parked bicycles and motorcycles, big trees, and overhead cables everywhere. No shops, no vendors, nothing commercial. Just a real neighborhood. Camera treatment is the whole point. This needs to look like someone's friend grabbed a DV camcorder and just started recording — no plan, no setup, no nothing. Heavy handheld shake, constant reframing, subject drifting toward the edges, autofocus hunting, lens breathing, exposure pumping. The image itself should look faded, low contrast, slightly washed out, with that digital noise and compression feel that early-2000s home video had. No stabilization. No modern grading. This aesthetic is non-negotiable. She starts sitting on a concrete sidewalk fixing her ponytail, arms raised, genuine smile, wind catching her hair — camera barely holding focus. Then the camera follows her into a narrow alley where she crouches down and feeds a stray cat that comes right up to her. After that she's in her front yard hanging laundry on the clothesline, morning breeze moving everything, camera swaying and hunting. Mid-section she's on the front terrace with a coffee cup, just sitting quietly, looking out at the street — loose drifting shot from the side. Then a right-side close shot where she raises her arm, waves warmly toward someone off-frame and says "Annyeong" — camera catches it a beat late. Final shot is a slow tracking walk down the street, coffee cup in hand, she notices the lens, turns slightly and gives a real quiet smile — then the recording just cuts to black mid-motion like the camcorder got switched off. Audio is strictly natural. Morning birds, light breeze, distant motorcycle sounds, faint neighborhood chatter, cat, coffee cup, footsteps on concrete, leaves. No music, no sound design, nothing added.

代码量缩减一半！！成本缩减20%！！ Ponytail 是一个给 Claude Code 代理加上极简开发习惯的技能项目，把少写代码、少装依赖、保留安全检查这些规则塞进代理工作流。 最屌的是，它拿真实 Claude Code 会话做过对照：12 个功能任务里，平均代码量少 54%，成本少 20%，速度快 27%，安全检查还保持 100%。 GitHub：47k stars

Sizzling summer, refreshing attire🩲 GPT- image 2 prompt👇 A candid 35mm photograph of a pretty young East Asian woman in her early 20s with a striking hourglass figure standing in a modern minimal apartment, shot from slightly below eye level. She has black hair pulled back in a short messy ponytail with loose strands framing her face, straight bangs, and a small red hair clip above her left ear. A tiny beauty mark under her left eye. She looks at the camera with a cool, unbothered, deadpan expression. Her right arm is raised behind her head, hand touching her ponytail. Her left hand hangs at her side holding a black tallboy can. She wears an oversized black cropped T-shirt with white graffiti-style text, the hem cut high above her navel — the loose fabric drapes over her full bust then falls away, revealing a bare midriff with a slim, narrow waist that curves dramatically outward into wide, round hips and thick, full thighs. Below, a white string bikini bottom with thin side ties sitting low on her prominent hip bones. A black choker, a thin gold cross necklace, brown beaded bracelets on both wrists. Her skin has a slight natural sheen. She stands with her weight shifted to one side, one hip popped out, accentuating the extreme waist-to-hip ratio. Background is a clean modern apartment — white walls, large window with soft daylight, minimal furniture out of focus. Medium-full framing from above her head to mid-thigh. 50mm lens, shallow depth of field, natural window light, warm skin tones, relaxed streetwear editorial.

让 AI 写的代码量减少 80-94%，速度提升 3-6倍，成本降低 47-77%。 最近又一个开源项目火了，不到 24 小时暴涨了1 万多 Star，值得各位开发者试下。 它叫 Ponytail（马尾辫），并配了一位看似中年的胖子形象，并留个长辫子挺有意思的。 用 AI 写代码，经常一个简单需求，明明几行代码就能实现，但 AI 写了几百行代码，搞得又臃肿又难维护。 于是它给 AI 加了一套决策优先级：在动手写任何代码前，先让 AI 审查一遍，找找有没有不用写这些东西的理由。 GitHub： 实测下来，生成的代码量减少 80-94%，速度快 3-6 倍，成本降低近一半。 支持 Claude Code、Codex、Gemini CLI、Copilot 等 13 种主流 AI 编程工具。 只需要一行命令就能将插件装到自己的工具里，还能通过命令切换到不同强度等级。

🚀好久没有推荐 GitHub 仓库了，昨天发现了一个很有趣的，推荐给大家，绝对相当有趣！！ 大家都知道写代码 写的越多，错的越多。 而这个仓库的作用就是偷懒，能不写就不写🥳 🔥宝藏仓库：Ponytail（上线仅1天 已经13.4k Stars） 让 AI 少写 90% 的代码！ 核心理念很简单：最好的代码，就是你从未写过的代码。 它会让 Claude Code、Cursor、Codex、Copilot 等 AI 编程助手，像团队里那个「懒但靠谱」的资深工程师一样思考： 不卷代码，不过度设计，优先使用现成能力，只写真正必要的部分。 在动手之前，AI 会依次判断： -这个功能真的需要吗？不需要就不写，遵循 YAGNI。 - 标准库能解决吗？能就直接用。 - 平台有原生能力吗？优先使用浏览器或系统特性。 - 项目里已有依赖吗？有就复用。 - 一行代码能完成吗？能就不写第二行。 - 以上都不行，才编写满足需求的最少代码。 举个🌰：让普通 AI 实现日期选择器，它可能会： 安装第三方组件库 封装组件 引入样式文件 顺便讨论时区和国际化 Ponytail 的答案可能只有： 因为浏览器已经原生支持。 根据作者针对邮箱验证、防抖、CSV 求和、倒计时和限流器等任务的测试 启用 Ponytail 后： 1. 代码量减少 80%～94% 2. 开发速度提升 3～6 倍 3.API 错误与 Token 成本降低 47%～77% 需要强调的是：它只是“懒”，并不草率。 涉及安全边界、数据丢失、正确性和无障碍访问等关键问题时，它不会为了少写代码而偷工减料。 它支持多数主流 AI 编程工具： 插件或网关模式：Claude Code、Codex、GitHub Copilot CLI、Gemini CLI 等 规则文件模式：Cursor、Windsurf、Cline、Aider、VS Code 等 常用命令： - /ponytail [lite | full | ultra | off]：调整「懒惰」强度 - /ponytail-review：检查 Git Diff，列出过度设计和可删除代码 - /ponytail-debt：收集临时方案，生成技术债清单 如果你受够了 AI 动不动就引入依赖、制造抽象、堆出一座难以维护的代码山，Ponytail 值得一试。 传送门👉🏻：