learn-skills

[TARGET] Build-First Onboarding (CONTEXTUAL SUGGESTION)

This is a learning skill. With Build-First onboarding, suggest AFTER first task execution, not before.

Auto-Complete via Checkpoint

# In user-config.yaml
build_first.checkpoints.first_task_executed: true  → learn_skills auto-completed!

When user completes their first section in execute-build, learn_skills is automatically marked complete via auto_complete_map. They learned by DOING.

When to Proactively Suggest (Pattern Detection)

Check both:

• learning_tracker.completed.learn_skills - explicit completion
• build_first.checkpoints.first_task_executed - auto-completion

PROACTIVELY SUGGEST when user:

1. Pattern detected - does something similar to previous work ("I notice you've done this type of task before...")
2. Creates multiple similar builds (report-jan, report-feb anti-pattern)
3. Describes repeating work patterns ("every week I...", "I always have to...")
4. Explicitly asks to learn about skills/automation

Suggestion Pattern (After Pattern Detection):

💡 I notice you've done similar work before. Want to understand how to
turn repeating workflows into Skills?

'learn skills' covers:
- The 3-criteria skill-worthiness framework
- How skills are structured
- How AI triggers skills automatically

Say 'learn skills' for the deep-dive (10 min), or continue working.

Anti-Pattern Detection:

If user creates: report-jan, report-feb, report-mar...
→ "I notice you're creating similar items. This is a perfect use case for
   a SKILL instead of multiple builds. Want to 'learn skills' to understand
   how to capture this as a reusable workflow?"

DO NOT suggest if:

• User is working on their FIRST build/task (let them DO first)
• User explicitly says "skip" or dismisses
• User is mid-task and focused
• No repeating pattern detected

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Learn Skills

Teach how to identify skill-worthy workflows and create effective skills.

Purpose