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Achievement: Pair ExtraordinaireAchievement: YOLO

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Achievement: Pair ExtraordinaireAchievement: YOLO

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Freakz2z/README.md

AI-Native Developer · Student · Open-source Builder

把终端当作游乐场，把模型、工具和界面拼成真正能运行的作品。

Building agent systems, creative AI tools, computer vision projects, and playful experiments.

Website · Repositories · @Limnov



Focus: AI-Native Mode: Build, Run, Verify

What I'm Building

我喜欢把一个有趣的问题一路做到可运行、可验证、可分享。
现在的探索集中在 Agent 工具链、AI 应用、计算机视觉和互动体验。


Selected Work

真实项目、实验和工具。点击项目名即可进入仓库。

dsh-catgirl-plugin

为 DeepSeek Harness 打造的 token 高效人格运行时，使用本地渲染与工具渐进披露保持能力和体验。

JavaScript · Agent Runtime

agent-native-evals

离线优先的 JSONL Agent 轨迹评测器，在没有模型和 API Key 的环境里验证工具调用、输出与预算。

JavaScript · Evaluation · CI

werewolf-arena

八位带持久记忆的 AI Agent 与 AI 主持人自动完成狼人杀，集成 TTS、直播和录播回放。

JavaScript · Multi-Agent · TTS

Muse

面向桌面端与 Web 的 AI 英语学习助手，把智能词汇学习做成完整应用。

TypeScript · Electron · React

DeepFakeDetection

基于 YOLOv11 与 Django 的深度伪造检测平台，支持图片、视频、历史记录与检测报告。

Python · YOLOv11 · Django

YOLO-CLIP OpenVoc

由 YOLO 与 CLIP 驱动的开放词汇目标检测桌面应用，用自然语言描述想要识别的对象。

Python · YOLO · CLIP

Do ≠ See

面向工具型 AI Agent 的故障条件授权研究，公开 P11-B 负结果、零调用预检与冻结的 P12 设计。

Python · Agent Research · Reproducibility

dsh-evidence-ledger

面向 DeepSeek Harness 的本地追加式证据账本插件，把事实、测试、决策与失败路径记录为可检索 JSONL。

JavaScript · DeepSeek Harness · Evidence Ledger

Blah

运行在 Bilibili Toy 中的中文荒诞句子生成器：让句子先听懂你，再故意讲歪。

TypeScript · Bilibili Toy · Cloudflare

Play Online ↗

Tech Constellation

A project-backed map of the languages, frameworks, models, and infrastructure I use to turn ideas into running systems.

Languages · 编程语言

TypeScript JavaScript Python HTML5 CSS3

Frontend & Desktop · 前端与桌面端

React Vite Electron Tailwind CSS Framer Motion Recharts CustomTkinter

Agents, AI & Vision · Agent、AI 与视觉

DeepSeek PyTorch YOLO CLIP OpenCV NumPy Pillow

Backend, Data & Cloud · 后端、数据与云端

Node.js Django Django REST Framework MySQL Cloudflare Workers Cloudflare Durable Objects Wrangler

Quality & Tooling · 测试与工程工具

Git GitHub Actions npm Vitest Testing Library Node.js test runner Electron Builder

How I Build

01 · MAKE IT RUN    02 · MAKE IT VERIFIABLE    03 · MAKE IT FUN

从真实运行开始，把实验留下证据，把技术做得更有趣一点。


Find Me After Midnight

freakz2z.com · all repositories



「无限进步 · light up the midnight」

Popular repositories Loading

  1. DeepFakeDetection DeepFakeDetection Public

    YOLOv11_FakeFace_Detection 基于YOLOv11的AI人脸伪造检测平台

    Python 9

  2. Muse Muse Public

    A modern application for English learning with AI integration

    TypeScript 8 3

  3. dsh-catgirl-plugin dsh-catgirl-plugin Public

    A token-efficient persona runtime for DeepSeek Harness. 把人格留在界面，把智能留给模型。Measured: -67% input tokens, -66% cache reads, 0-token catgirl rendering.

    JavaScript 5

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    A reproducible YOLO proposal + CLIP text reclassification lab with batched inference and evidence-backed benchmarks.

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    AI 狼人杀 · 8人屠边局 — 八位带持久记忆的 AI Agent + AI 主持人自动打完一整局，直播(OBS)/录播回放一体，全程 TTS 配音

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