✨ Features: - 🧠 Shadow learner that builds intelligence from command patterns - 🛡️ Smart command validation with safety checks - 💾 Automatic context monitoring and backup system - 🔄 Session continuity across Claude restarts 📚 Documentation: - Complete Diátaxis-organized documentation - Learning-oriented tutorial for getting started - Task-oriented how-to guides for specific problems - Information-oriented reference for quick lookup - Understanding-oriented explanations of architecture 🚀 Installation: - One-command installation script - Bootstrap prompt for installation via Claude - Cross-platform compatibility - Comprehensive testing suite 🎯 Ready for real-world use and community feedback! 🤖 Generated with Claude Code Co-Authored-By: Claude <noreply@anthropic.com>
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Your First Hour with Claude Hooks
Time required: 30-45 minutes
What you'll gain: Confidence using Claude with intelligent assistance
We're going to experience Claude Hooks by watching it learn from your commands and automatically protect your work. By the end, you'll have seen the system in action and feel comfortable relying on it.
What We'll Do Together
We'll set up Claude Hooks, then deliberately make mistakes and watch the system learn and adapt. You'll see:
- A dangerous command get blocked automatically
- The system learn from a failed command and suggest alternatives
- An automatic backup triggered before context gets full
- Your session seamlessly continue after Claude restarts
Let's begin.
Step 1: Install Claude Hooks
First, we'll get Claude Hooks installed. Don't worry about understanding the configuration yet - we'll experience how it works first.
Open your terminal and navigate to where you downloaded claude-hooks:
cd claude-hooks
./scripts/install.sh
You should see output like this:
Claude Code Hooks Installation
==================================
Checking Python version... Python 3.11 found
✓ Python version is compatible
Installing Python dependencies... SUCCESS
Notice that the installer found your Python version and installed dependencies automatically.
The installer will ask if you want to automatically configure Claude Code. Say yes - we want to see this working right away:
Would you like to automatically add hooks to your Claude settings? (y/n): y
Updating Claude settings... SUCCESS
🎉 Hooks have been automatically configured!
You now have Claude Hooks installed and configured. We haven't learned how it works yet, but it's ready to assist you.
Step 2: Restart Claude Code
Close Claude Code completely and start it again. This loads the hooks we just installed.
When Claude starts, the hooks are now silently running in the background. You won't see anything different yet - the magic happens when you start working.
Step 3: Watch Command Validation in Action
Let's deliberately try a command that often fails to see the validation in action.
Start a new Claude conversation and try this:
"Run
pip install requests
to add the requests library"
Watch what happens. You should see something like:
⚠️ Warning: pip commands often fail (confidence: 88%)
💡 Suggestion: Use "pip3 install requests"
Notice that Claude Hooks warned you about the command before it ran. The system doesn't have any learned patterns yet (it's brand new), but it has built-in knowledge about common failures.
Now try the suggested command:
"Run
pip3 install requests
"
This time it should work without warnings. The system is learning that pip3
succeeds where pip
fails on your system.
Step 4: Experience the Shadow Learner
Let's make another common mistake and watch the system learn from it.
Try this command:
"Run
python --version
to check the Python version"
If you're on a system where python
isn't available, you'll see it fail. Now try the same command again:
"Run
python --version
again"
Notice what happens this time. The system should now warn you:
⛔ Blocked: python commands often fail (confidence: 95%)
💡 Suggestion: Use "python3 --version"
The shadow learner observed that python
failed and is now protecting you from repeating the same mistake. This is intelligence building in real-time.
Step 5: See Context Monitoring
Let's trigger the context monitoring system. The hooks track how much of Claude's conversation context you're using and automatically back up your work when it gets full.
Create several files to simulate a longer session:
"Create a file called
test1.py
with a simple hello world script"
"Now create
test2.py
with a different example"
"Create
test3.py
with some more code"
"Show me the current git status"
As you work, you might see messages like:
Context usage: 23%
or
Auto-backup created: activity_threshold (usage: 78%)
Notice how the system is quietly tracking your session and automatically creating backups. You don't have to think about it - your work is being preserved.
Step 6: Experience Session Continuity
Now let's see session continuity in action. The system has been creating documentation about your session.
Run this command:
"Show me the contents of LAST_SESSION.md"
You should see a file that looks like:
# Last Claude Session Summary
**Session ID**: abc12345
**Duration**: 2024-01-15T14:30:00 → 2024-01-15T14:45:00
## Files Modified (3)
- test1.py
- test2.py
- test3.py
## Tools Used (8 total)
- Write: 3 times
- Bash: 2 times
- Read: 3 times
## Recent Commands (5)
- `pip3 install requests` (2024-01-15T14:32:00)
- `python3 --version` (2024-01-15T14:35:00)
...
This is your session history. If Claude ever restarts or you lose context, you can reference this file to see exactly what you were working on.
Step 7: Check What You've Accomplished
Let's see what the system has learned about your environment:
"Run the command
claude-hooks status
to see session information"
You should see output showing:
- How many tools you've used
- Files you've modified
- Current context usage
- Whether a backup is recommended
Now check the learned patterns:
"Run
claude-hooks patterns
to see what the system has learned"
You should see entries like:
🖥️ Command Patterns:
pip
Confidence: 88%
Evidence: 2 samples
Success Rate: 0%
python3
Confidence: 95%
Evidence: 1 samples
Success Rate: 100%
This is the intelligence you've built. The system now knows that on your machine, pip
fails but pip3
works, and python3
works better than python
.
What You've Experienced
In the last 30 minutes, you've experienced all the core capabilities of Claude Hooks:
✅ Command validation - Dangerous commands blocked, alternatives suggested
✅ Shadow learning - System learned from your failures and successes
✅ Context monitoring - Automatic backups triggered by usage
✅ Session continuity - Complete history preserved in LAST_SESSION.md
Most importantly, none of this required you to configure anything or learn complex concepts. The system worked intelligently in the background while you focused on your actual work.
Next Steps
You now have Claude Hooks working and have experienced its core benefits. The system will continue learning from every command you run and every session you have.
When you're ready to go deeper:
- Read How to restore from backups when you need to recover work
- Check How to customize command patterns to add your own validations
- Explore Understanding the shadow learner to understand how the intelligence works
The most important thing: Keep using Claude normally. Claude Hooks is now silently making your experience better, learning from every interaction, and protecting your work automatically.
You've gained a new superpower - Claude that gets smarter with every use.