Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
The AI Language Learning Kit for Claude Code and others
| Date | Stars |
|---|---|
| 2026-07-31 | 273 |
| 2026-08-03 | 279 |
| 2026-08-06 | 279 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
# 🌍 Fluent [](https://opensource.org/licenses/MIT) [](https://code.claude.com) **The AI Language Learning Kit for Claude Code and others** *A comprehensive set of rules, guidance, and intelligent tracking systems that transform Claude Code into your personal language tutor. Master any language through adaptive practice powered by proven cognitive science—spaced repetition, active recall, and progress tracking that learns from you.* https://github.com/user-attachments/assets/66d68aad-210a-452d-b405-b58c13f42f53 --- ## 🚀 Quick Start ### 1. Install ```bash claude plugin marketplace add m98/fluent && claude plugin install fluent@m98 ``` One line. Registers the marketplace, installs the plugin. Works globally from any directory after this. ### 2. Start learning Restart Claude Code, then: ``` /fluent-setup # onboard: name, target language, level, goals /fluent-learn # begin your first session ``` That's it. --- ### Requirements - [Claude Code](https://code.claude.com) installed - **Python 3.8+** (most systems already have it — check with `python3 --version`). Install via [python.org](https://www.python.org/downloads/), `brew install python3`, or your distro's package manager. No pip packages needed — Fluent uses only the standard library. - **Bash** for the PreCompact backup hook (built-in on macOS/Linux; on Windows use WSL or Git Bash). ### Verify, update, uninstall ```bash claude plugin list # expect: fluent@m98 enabled claude plugin update fluent@m98 # pull latest version claude plugin uninstall fluent@m98 # remove entirely ``` ### Alternative: git clone Prefer to hack on the skills or keep per-project state? ```bash git clone https://github.com/m98/fluent.git cd fluent claude # launch from repo root /fluent-setup ``` Learner data lives in `./data/` inside the cloned repo instead of `~/.claude/fluent-data/`. ### Where your data lives Fluent resolves the data directory in this order — first match wins: 1. `$FLUENT_DATA_DIR` if set (override everything). 2. `$CLAUDE_PROJECT_DIR/data/` if it has `learner-profile.json` (clone mode, running from outside the repo root). 3. `./data/` if it has `learner-profile.json` (clone mode, running inside the repo). 4. `~/.claude/fluent-data/` (plugin-install default). Set `FLUENT_DATA_DIR` to run multiple learners on one machine: ```bash export FLUENT_DATA_DIR=~/.fluent/dutch ``` Check where Fluent is currently looking: ```bash python3 -c "import sys; sys.path.insert(0, '.claude/hooks'); from fluent_paths import data_dir; print(data_dir())" ``` --- ## 💡 Why This Actually Works Most language learning apps fail because they're built for engagement metrics, not actual learning. This system is different. ### 🎯 Three Reasons This Works Where Others Fail: **1. Zero Distractions, Pure Focus** - ❌ No ads interrupting your flow - ❌ No gamification gimmicks designed to waste your time - ❌ No unreliable fancy UI that breaks - ✅ Just you, the language, and an AI that adapts to your needs **2. Infinitely Adaptable Intelligence** - 🧠 Want to practice job interview phrases? Just ask. - 🧠 Need help with a specific grammar rule? It explains it. - 🧠 Want to focus on restaurant vocabulary? It creates exercises instantly. - 🧠 **You're in control.** The AI does exactly what you need, when you need it. **3. Your Private, Smart Tutor** - 📊 **Tracks everything** - Every answer, every mistake, every improvement - 🔄 **Learns about YOU** - Knows your weak patterns and strengths - 📈 **Adapts to YOU** - Adjusts difficulty based on your performance - 🔒 **Private** - All data stays on your machine, no external tracking - 🎯 **Personal** - Like having a tutor who knows your exact level and learning style **The Result?** A learning system that feels like a conversation with an expert friend who
Excerpt of 24,054 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:7f15286ec043d392, llm:description: 'The AI Language Learning Kit for Claude Code and others' (repository description)
matched fp:7f15286ec043d392, llm:description: 'The AI Language Learning Kit for Claude Code and others' (repository description)