pattern-detector-suggest

Pattern Automation Suggestions

View and act on suggestions for automating repetitive patterns detected in your workflow.

Task

Display all pending automation suggestions:

python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py suggest

What You'll See

For each suggested automation, you'll see:

Pattern Information

• Pattern Type: Command, File Edit, or Workflow sequence
• Description: What the pattern does
• Frequency: How many times it's been detected
• Last Occurrence: When you last performed this pattern
• Estimated Time Saved: Projected efficiency gain

Automation Recommendation

• Suggested Approach: Skill or Hook
• Implementation Preview: Example SKILL.md or hook configuration
• Complexity: Easy, Medium, or Complex

Actions Available

For each suggestion, you can:

1. Accept: Generate the skill or hook automatically

   python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py accept <pattern-id>
   

2. Customize: Use an Agent to interactively refine the automation

   python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py customize <pattern-id>
   

3. Reject: Mark the pattern as not worth automating

   python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py reject <pattern-id>
   

4. Snooze: Remind me later (after N more occurrences)

   python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py snooze <pattern-id> <count>
   

Example Output

Pattern #1: Repeated Test & Commit Workflow
├─ Type: Workflow Sequence
├─ Frequency: 7 times (last: 2 hours ago)
├─ Commands: npm test → git add . → git commit -m "..."
├─ Time Saved: ~3 minutes per use
├─ Suggestion: Create a skill /test-and-commit
└─ Preview:
   ---
   name: test-and-commit
   description: Run tests and commit changes if they pass
   ---

   Run the test suite and commit changes:
   1. Run npm test
   2. If tests pass, stage changes with git add .
   3. Prompt for commit message
   4. Create commit

Actions: [A]ccept | [C]ustomize | [R]eject | [S]nooze

Filtering Suggestions

Show only specific types:

# Show only skill suggestions
python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py suggest --type skill

# Show only hook suggestions
python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py suggest --type hook

# Show patterns with high time savings (>60 seconds)
python ${CLAUDE_SKILL_DIR}/../../scripts/pattern_detector.py suggest --min-savings 60