# Linux/WSL
-weight: 500;">curl -fsSL https://ollama.com/-weight: 500;">install.sh | sh # macOS
-weight: 500;">brew -weight: 500;">install ollama # Start the -weight: 500;">service
ollama serve
# Linux/WSL
-weight: 500;">curl -fsSL https://ollama.com/-weight: 500;">install.sh | sh # macOS
-weight: 500;">brew -weight: 500;">install ollama # Start the -weight: 500;">service
ollama serve
# Linux/WSL
-weight: 500;">curl -fsSL https://ollama.com/-weight: 500;">install.sh | sh # macOS
-weight: 500;">brew -weight: 500;">install ollama # Start the -weight: 500;">service
ollama serve
# Best balance of speed and quality
ollama pull deepseek-coder:6.7b # If you have 16GB+ VRAM
ollama pull codellama:13b
# Best balance of speed and quality
ollama pull deepseek-coder:6.7b # If you have 16GB+ VRAM
ollama pull codellama:13b
# Best balance of speed and quality
ollama pull deepseek-coder:6.7b # If you have 16GB+ VRAM
ollama pull codellama:13b
#!/bin/bash
set -e MODEL="${AI_REVIEW_MODEL:-deepseek-coder:6.7b}"
DIFF=$(-weight: 500;">git diff --cached --diff-filter=ACMR) if [ -z "$DIFF" ]; then echo "No staged changes to review" exit 0
fi PROMPT="Review this code diff. Be concise. Flag:
1. Obvious bugs or logic errors
2. Security issues (SQL injection, XSS, hardcoded secrets)
3. Performance problems
4. Missing error handling If the code looks fine, just say 'LGTM'. Diff:
$DIFF" echo "🔍 Running local code review..."
echo "" ollama run "$MODEL" "$PROMPT" 2>/dev/null echo ""
echo "---"
echo "Review complete. Commit? [y/N]"
read -r response
if [[ "$response" =~ ^[Yy]$ ]]; then exit 0
else exit 1
fi
#!/bin/bash
set -e MODEL="${AI_REVIEW_MODEL:-deepseek-coder:6.7b}"
DIFF=$(-weight: 500;">git diff --cached --diff-filter=ACMR) if [ -z "$DIFF" ]; then echo "No staged changes to review" exit 0
fi PROMPT="Review this code diff. Be concise. Flag:
1. Obvious bugs or logic errors
2. Security issues (SQL injection, XSS, hardcoded secrets)
3. Performance problems
4. Missing error handling If the code looks fine, just say 'LGTM'. Diff:
$DIFF" echo "🔍 Running local code review..."
echo "" ollama run "$MODEL" "$PROMPT" 2>/dev/null echo ""
echo "---"
echo "Review complete. Commit? [y/N]"
read -r response
if [[ "$response" =~ ^[Yy]$ ]]; then exit 0
else exit 1
fi
#!/bin/bash
set -e MODEL="${AI_REVIEW_MODEL:-deepseek-coder:6.7b}"
DIFF=$(-weight: 500;">git diff --cached --diff-filter=ACMR) if [ -z "$DIFF" ]; then echo "No staged changes to review" exit 0
fi PROMPT="Review this code diff. Be concise. Flag:
1. Obvious bugs or logic errors
2. Security issues (SQL injection, XSS, hardcoded secrets)
3. Performance problems
4. Missing error handling If the code looks fine, just say 'LGTM'. Diff:
$DIFF" echo "🔍 Running local code review..."
echo "" ollama run "$MODEL" "$PROMPT" 2>/dev/null echo ""
echo "---"
echo "Review complete. Commit? [y/N]"
read -r response
if [[ "$response" =~ ^[Yy]$ ]]; then exit 0
else exit 1
fi
chmod +x ~/.local/bin/ai-review
chmod +x ~/.local/bin/ai-review
chmod +x ~/.local/bin/ai-review
# In your project directory
cat > .-weight: 500;">git/hooks/pre-commit << 'EOF'
#!/bin/bash
~/.local/bin/ai-review
EOF chmod +x .-weight: 500;">git/hooks/pre-commit
# In your project directory
cat > .-weight: 500;">git/hooks/pre-commit << 'EOF'
#!/bin/bash
~/.local/bin/ai-review
EOF chmod +x .-weight: 500;">git/hooks/pre-commit
# In your project directory
cat > .-weight: 500;">git/hooks/pre-commit << 'EOF'
#!/bin/bash
~/.local/bin/ai-review
EOF chmod +x .-weight: 500;">git/hooks/pre-commit
mkdir -p ~/.-weight: 500;">git-templates/hooks
cp ~/.local/bin/ai-review ~/.-weight: 500;">git-templates/hooks/pre-commit
-weight: 500;">git config --global init.templateDir ~/.-weight: 500;">git-templates
mkdir -p ~/.-weight: 500;">git-templates/hooks
cp ~/.local/bin/ai-review ~/.-weight: 500;">git-templates/hooks/pre-commit
-weight: 500;">git config --global init.templateDir ~/.-weight: 500;">git-templates
mkdir -p ~/.-weight: 500;">git-templates/hooks
cp ~/.local/bin/ai-review ~/.-weight: 500;">git-templates/hooks/pre-commit
-weight: 500;">git config --global init.templateDir ~/.-weight: 500;">git-templates
-weight: 500;">git add suspicious-code.py
-weight: 500;">git commit -m "add feature"
-weight: 500;">git add suspicious-code.py
-weight: 500;">git commit -m "add feature"
-weight: 500;">git add suspicious-code.py
-weight: 500;">git commit -m "add feature"
🔍 Running local code review... Issues found: 1. **SQL Injection** (line 23): User input passed directly to query. Use parameterized queries instead. 2. **Missing null check** (line 45): `user.profile` accessed without verifying user exists. 3. **Hardcoded credential** (line 12): API key in source code. Move to environment variable. ---
Review complete. Commit? [y/N]
🔍 Running local code review... Issues found: 1. **SQL Injection** (line 23): User input passed directly to query. Use parameterized queries instead. 2. **Missing null check** (line 45): `user.profile` accessed without verifying user exists. 3. **Hardcoded credential** (line 12): API key in source code. Move to environment variable. ---
Review complete. Commit? [y/N]
🔍 Running local code review... Issues found: 1. **SQL Injection** (line 23): User input passed directly to query. Use parameterized queries instead. 2. **Missing null check** (line 45): `user.profile` accessed without verifying user exists. 3. **Hardcoded credential** (line 12): API key in source code. Move to environment variable. ---
Review complete. Commit? [y/N]
# Add to the script, after getting DIFF
LINES_CHANGED=$(echo "$DIFF" | grep -c "^+" || true)
if [ "$LINES_CHANGED" -lt 5 ]; then echo "Small change, skipping review" exit 0
fi
# Add to the script, after getting DIFF
LINES_CHANGED=$(echo "$DIFF" | grep -c "^+" || true)
if [ "$LINES_CHANGED" -lt 5 ]; then echo "Small change, skipping review" exit 0
fi
# Add to the script, after getting DIFF
LINES_CHANGED=$(echo "$DIFF" | grep -c "^+" || true)
if [ "$LINES_CHANGED" -lt 5 ]; then echo "Small change, skipping review" exit 0
fi
# Only review Python and JavaScript
DIFF=$(-weight: 500;">git diff --cached --diff-filter=ACMR -- '*.py' '*.js' '*.ts')
# Only review Python and JavaScript
DIFF=$(-weight: 500;">git diff --cached --diff-filter=ACMR -- '*.py' '*.js' '*.ts')
# Only review Python and JavaScript
DIFF=$(-weight: 500;">git diff --cached --diff-filter=ACMR -- '*.py' '*.js' '*.ts')
# Skip the hook for quick fixes
-weight: 500;">git commit --no-verify -m "typo fix"
# Skip the hook for quick fixes
-weight: 500;">git commit --no-verify -m "typo fix"
# Skip the hook for quick fixes
-weight: 500;">git commit --no-verify -m "typo fix"
# Append to script before the prompt
REVIEW_LOG=~/.local/share/ai-reviews/$(date +%Y-%m-%d).log
mkdir -p "$(dirname "$REVIEW_LOG")"
echo "=== $(date) ===" >> "$REVIEW_LOG"
echo "$DIFF" >> "$REVIEW_LOG"
# Append to script before the prompt
REVIEW_LOG=~/.local/share/ai-reviews/$(date +%Y-%m-%d).log
mkdir -p "$(dirname "$REVIEW_LOG")"
echo "=== $(date) ===" >> "$REVIEW_LOG"
echo "$DIFF" >> "$REVIEW_LOG"
# Append to script before the prompt
REVIEW_LOG=~/.local/share/ai-reviews/$(date +%Y-%m-%d).log
mkdir -p "$(dirname "$REVIEW_LOG")"
echo "=== $(date) ===" >> "$REVIEW_LOG"
echo "$DIFF" >> "$REVIEW_LOG" - You're working with sensitive code
- You hit rate limits at 2 AM debugging
- Your company's security policy says no external AI
- You don't want to pay per token for every commit - Ollama - Dead simple local LLM runner
- A decent GPU - 8GB VRAM minimum, 16GB recommended
- Git - Obviously
- 10 minutes - That's genuinely it - deepseek-coder:6.7b - ~3 seconds for typical diffs
- codellama:13b - ~8 seconds, slightly better catches
- codellama:34b - ~25 seconds, overkill for pre-commit - Complex architectural issues
- Business logic errors (it doesn't know your domain)
- Subtle race conditions
- Whether your code actually solves the right problem - Fewer "oops" commits - It catches the dumb mistakes I make at midnight
- Faster PR reviews - Human reviewers focus on architecture, not typos
- Better habits - Knowing there's a check makes me write cleaner first drafts
