Claude hooks auto-backup: manual (backup_20250720_091250)
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@ -30,12 +30,12 @@ You should see output like this:
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```
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Claude Code Hooks Installation
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==================================
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Checking Python version... Python 3.11 found
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✓ Python version is compatible
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Installing Python dependencies... SUCCESS
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Checking Node.js version... Node.js v18.17.0 found
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✓ Node.js version is compatible
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Installing dependencies... SUCCESS
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```
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**Notice** that the installer found your Python version and installed dependencies automatically.
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**Notice** that the installer found your Node.js version and installed dependencies automatically.
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The installer will ask if you want to automatically configure Claude Code. Say **yes** - we want to see this working right away:
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@ -59,26 +59,24 @@ Let's deliberately try a command that often fails to see the validation in actio
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Start a new Claude conversation and try this:
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> "Run `npm install express` to add the express library"
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Watch what happens. You should see the command execute normally. Now try a command that commonly fails:
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> "Run `pip install requests` to add the requests library"
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Watch what happens. You should see something like:
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You should see something like:
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```
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⚠️ Warning: pip commands often fail (confidence: 88%)
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💡 Suggestion: Use "pip3 install requests"
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💡 Suggestion: Use "pip3 install requests" or "npm install requests"
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```
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**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.
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Now try the suggested command:
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> "Run `pip3 install requests`"
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This time it should work without warnings. The system is learning that `pip3` succeeds where `pip` fails on your system.
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**Notice** that Claude Hooks warned you about the command before it ran. The system has built-in knowledge about common command failures and suggests working alternatives.
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## Step 4: Experience the Shadow Learner
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Let's make another common mistake and watch the system learn from it.
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Let's see the system learn from a failure pattern.
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Try this command:
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@ -92,7 +90,7 @@ If you're on a system where `python` isn't available, you'll see it fail. Now tr
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```
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⛔ Blocked: python commands often fail (confidence: 95%)
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💡 Suggestion: Use "python3 --version"
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💡 Suggestion: Use "python3 --version" or "node --version"
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```
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The shadow learner observed that `python` failed and is now protecting you from repeating the same mistake. This is intelligence building in real-time.
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@ -103,11 +101,11 @@ Let's trigger the context monitoring system. The hooks track how much of Claude'
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Create several files to simulate a longer session:
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> "Create a file called `test1.py` with a simple hello world script"
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> "Create a file called `test1.js` with a simple hello world script"
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> "Now create `test2.py` with a different example"
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> "Now create `test2.js` with a different example"
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> "Create `test3.py` with some more code"
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> "Create `test3.js` with some more code"
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> "Show me the current git status"
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@ -142,9 +140,9 @@ You should see a file that looks like:
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**Duration**: 2024-01-15T14:30:00 → 2024-01-15T14:45:00
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## Files Modified (3)
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- test1.py
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- test2.py
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- test3.py
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- test1.js
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- test2.js
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- test3.js
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## Tools Used (8 total)
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- Write: 3 times
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@ -152,8 +150,8 @@ You should see a file that looks like:
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- Read: 3 times
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## Recent Commands (5)
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- `pip3 install requests` (2024-01-15T14:32:00)
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- `python3 --version` (2024-01-15T14:35:00)
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- `npm install express` (2024-01-15T14:32:00)
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- `node --version` (2024-01-15T14:35:00)
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...
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```
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@ -190,7 +188,7 @@ You should see entries like:
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Success Rate: 100%
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```
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**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`.
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**This is the intelligence you've built**. The system now knows command patterns that work reliably in your environment versus ones that commonly fail.
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## What You've Experienced
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