fix(urls): migrate to nl2shell org

CLAUDE.md

@@ -1,5 +1,5 @@
 <coding_guidelines>
-# Vox — Personal Terminal Agent
+# Vox — Self-Learning Terminal Agent
 
 ## Build & Test
 ```bash
@@ -15,18 +15,29 @@ uv sync --extra voice
 ```
 
 ## Architecture
-- `src/vox/cli.py` — Subcommand dispatcher: REPL, listen, speak, agent, config
-- `src/vox/engine.py` — Ollama API client, response cleaning, general LLM queries
+- `src/vox/cli.py` — Subcommand dispatcher: REPL, listen, speak, agent, learn, config
+- `src/vox/engine.py` — Ollama API client, context-enriched prompts, response cleaning
 - `src/vox/config.py` — TOML config (~/.config/vox/config.toml) with env overrides
+- `src/vox/safety.py` — Dangerous command detection and non-shell response filtering
+- `src/vox/executor.py` — Command execution and clipboard utilities
+- `src/vox/knowledge.py` — SQLite self-learning store (6 context layers)
 - `src/vox/voice/recorder.py` — Microphone capture via sounddevice
 - `src/vox/voice/asr.py` — Speech-to-text (Parakeet 0.6B via mlx-audio)
 - `src/vox/voice/tts.py` — Text-to-speech (Kokoro 82M via mlx-audio)
 - `src/vox/agents/base.py` — Base agent interface with subprocess execution
 - `src/vox/agents/router.py` — Auto-route tasks to best installed agent via LLM
 - `src/vox/agents/{claude,codex,gemini,amp,droid}.py` — Headless agent wrappers
 - `scripts/finetune/` — Dataset building and LoRA fine-tuning pipeline
-- `install.sh` / `uninstall.sh` — curl-installable scripts
-- `docs/index.html` — GitHub Pages landing
+
+## Self-Learning (knowledge.py)
+SQLite store at ~/.config/vox/knowledge.db with 6 layers:
+1. Command patterns — validated NL-to-shell mappings (FTS5 indexed)
+2. User corrections — rejected commands + corrected versions
+3. Error patterns — commands that failed + error output
+5. Agent learnings — which agent handles which task best
+6. Session context — directory-aware recent commands
+
+After 3+ successful uses, a pattern is served from cache (skipping LLM).
 
 ## Backend
 Ollama API (local inference, no cloud). Default model: qwen2.5-coder:0.5b.
@@ -37,18 +48,19 @@ Agents: auto-discovers claude, codex, gemini, amp, droid in PATH.
 ```
 vox                        # Interactive REPL
 vox "find large files"     # Single NL-to-shell
-vox listen                 # Voice → shell command
+vox listen                 # Voice -> shell command
 vox speak "hello"          # Text-to-speech
 vox agent "fix tests"      # Delegate to AI agent (auto-routed)
 vox agent --list           # Show detected agents
-vox agent --use claude "x" # Force specific agent
+vox learn show             # Show top learned patterns
+vox learn stats            # Knowledge store statistics
+vox learn export -f p.json # Export patterns
 vox config init            # Create config template
-vox config show            # Display current config
 ```
 
 ## Conventions
 - Python 3.10+, ruff for lint/format
-- Keep core dependencies minimal (httpx, rich)
+- Keep core dependencies minimal (httpx, rich, sqlite3)
 - Voice/finetune deps are optional extras
 - All shell commands single-line, no heredocs
 </coding_guidelines>

README.md

@@ -13,15 +13,15 @@ vox > find all python files bigger than 1MB
 ## Install
 
 ```bash
-curl -fsSL https://raw.githubusercontent.com/aryateja2106/vox/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/nl2shell/vox/main/install.sh | bash
 ```
 
 **Requirements:** Python 3.9+, [Ollama](https://ollama.ai) for local inference.
 
 ## Uninstall
 
 ```bash
-curl -fsSL https://raw.githubusercontent.com/aryateja2106/vox/main/uninstall.sh | bash
+curl -fsSL https://raw.githubusercontent.com/nl2shell/vox/main/uninstall.sh | bash
 ```
 
 ## Usage
@@ -106,7 +106,7 @@ Vox is a step toward a world where the terminal understands you — not the othe
 
 ## Model
 
-Vox is powered by [NL2Shell](https://github.com/aryateja2106/nl2shell), a fine-tuned Qwen3.5-0.8B model trained specifically for natural language to shell command translation.
+Vox is powered by [NL2Shell](https://github.com/nl2shell/nl2shell), a fine-tuned Qwen3.5-0.8B model trained specifically for natural language to shell command translation.
 
 - **Parameters:** ~859M (runs on CPU, no GPU needed)
 - **Training data:** 12,000+ deduplicated NL→bash pairs including 960+ expert-curated commands
@@ -118,7 +118,7 @@ You can also use any other Ollama model: `vox --model llama3.2`
 ## Contributing
 
 ```bash
-git clone https://github.com/aryateja2106/vox.git
+git clone https://github.com/nl2shell/vox.git
 cd vox
 uv sync
 uv run python -m vox

docs/index.html

@@ -300,7 +300,7 @@
     <a href="#examples">Examples</a>
     <a href="#why">Why Vox</a>
   </div>
-  <a href="https://github.com/aryateja2106/vox" class="nav-github" target="_blank" rel="noopener">
+  <a href="https://github.com/nl2shell/vox" class="nav-github" target="_blank" rel="noopener">
     &#9733; Star on GitHub
   </a>
 </nav>
@@ -331,11 +331,11 @@ <h1>Talk to your terminal.</h1>
       <button class="tab-btn" onclick="switchTab('uninstall', this)">Uninstall</button>
     </div>
     <div id="tab-install" class="tab-content active">
-      <code>curl -fsSL https://raw.githubusercontent.com/aryateja2106/vox/main/install.sh | bash</code>
+      <code>curl -fsSL https://raw.githubusercontent.com/nl2shell/vox/main/install.sh | bash</code>
       <button class="copy-btn" onclick="copyCmd('install')">Copy</button>
     </div>
     <div id="tab-uninstall" class="tab-content">
-      <code>curl -fsSL https://raw.githubusercontent.com/aryateja2106/vox/main/uninstall.sh | bash</code>
+      <code>curl -fsSL https://raw.githubusercontent.com/nl2shell/vox/main/uninstall.sh | bash</code>
       <button class="copy-btn" onclick="copyCmd('uninstall')">Copy</button>
     </div>
   </div>
@@ -481,7 +481,7 @@ <h2>Three ways to use it.</h2>
   <h2>Your terminal, finally fluent.</h2>
   <p>Install in under 10 seconds. No setup. No config. No excuses.</p>
   <div class="btn-group">
-    <a href="https://github.com/aryateja2106/vox" class="btn-primary" target="_blank" rel="noopener">
+    <a href="https://github.com/nl2shell/vox" class="btn-primary" target="_blank" rel="noopener">
       &#9733; Star on GitHub
     </a>
     <a href="#" class="btn-secondary" onclick="document.querySelector('.install-box').scrollIntoView({behavior:'smooth'});return false;">
@@ -493,17 +493,17 @@ <h2>Your terminal, finally fluent.</h2>
 <!-- FOOTER -->
 <footer>
   <p>
-    <a href="https://github.com/aryateja2106/vox" target="_blank" rel="noopener">github.com/aryateja2106/vox</a>
+    <a href="https://github.com/nl2shell/vox" target="_blank" rel="noopener">github.com/nl2shell/vox</a>
     &nbsp;&mdash;&nbsp;
-    Built by <a href="https://github.com/aryateja2106" target="_blank" rel="noopener">Arya Teja</a>.
+    Built by <a href="https://github.com/nl2shell" target="_blank" rel="noopener">Arya Teja</a>.
     Powered by <a href="https://huggingface.co/AryaYT/nl2shell-0.8b" target="_blank" rel="noopener">NL2Shell</a>.
   </p>
 </footer>
 
 <script>
   const cmds = {
-    install:   'curl -fsSL https://raw.githubusercontent.com/aryateja2106/vox/main/install.sh | bash',
-    uninstall: 'curl -fsSL https://raw.githubusercontent.com/aryateja2106/vox/main/uninstall.sh | bash'
+    install:   'curl -fsSL https://raw.githubusercontent.com/nl2shell/vox/main/install.sh | bash',
+    uninstall: 'curl -fsSL https://raw.githubusercontent.com/nl2shell/vox/main/uninstall.sh | bash'
   };
 
   function switchTab(name, btn) {

install.sh

@@ -33,7 +33,7 @@ fi
 echo -e "  ${GREEN}✓${NC} Python $PY_VERSION"
 
 # ── Install vox ──────────────────────────────────────────────────────────────
-REPO="https://github.com/aryateja2106/vox.git"
+REPO="https://github.com/nl2shell/vox.git"
 
 if command -v pipx &>/dev/null; then
     echo -e "  ${DIM}Installing with pipx...${NC}"

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "vox-shell"
-version = "0.3.0"
-description = "Personal terminal agent. Voice, AI agents, and natural language to shell — all local."
+version = "0.4.0"
+description = "Self-learning terminal agent. Voice, AI agents, and natural language to shell — all local."
 readme = "README.md"
 license = "MIT"
 requires-python = ">=3.10"
@@ -44,9 +44,9 @@ prerelease = "if-necessary-or-explicit"
 vox = "vox.cli:main"
 
 [project.urls]
-Homepage = "https://aryateja2106.github.io/vox"
-Repository = "https://github.com/aryateja2106/vox"
-Issues = "https://github.com/aryateja2106/vox/issues"
+Homepage = "https://nl2shell.github.io/vox"
+Repository = "https://github.com/nl2shell/vox"
+Issues = "https://github.com/nl2shell/vox/issues"
 
 [build-system]
 requires = ["hatchling"]
@@ -75,4 +75,5 @@ allowed-unresolved-imports = [
 [dependency-groups]
 dev = [
     "pytest>=8.4.2",
+    "ruff>=0.15.9",
 ]

src/vox/__init__.py

@@ -1,3 +1,3 @@
 """Vox — Talk to your terminal."""
 
-__version__ = "0.3.0"
+__version__ = "0.4.0"