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rp-why: add growth nudges and reflections to compare and overall reports #51

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rp-why: add growth nudges and reflections to compare and overall reports #51

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4249d01
Add growth nudge and reflection to compare report
dakotafabro Jun 27, 2026
11b413c
Add growth nudge and reflection to overall report
dakotafabro Jun 27, 2026
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56 changes: 56 additions & 0 deletions rp-why/scripts/rp_why_baseline.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1174,6 +1174,33 @@ def print_compare_report(self, baseline: Dict, current: Dict, session_meta: Dict
print(f" . {s}")
print()

# Growth Nudge
print("GROWTH NUDGE")
print("-" * 66)
nudges = {
'Frontier': 'Strong session. The collaboration is matched and productive.\nConsider extending one thread into a multi-session investigation.',
'Growing': 'Building momentum. Try framing one more task as a design\ndecision rather than an execution request.',
'Expected': 'Solid foundation. Ask "what are the trade-offs?" before your\nnext implementation prompt.',
'Thinking Ahead': 'Your thinking exceeds your tools. Try delegating a work\nstream to a sub-agent or multi-step workflow.',
'Underutilizing': 'Powerful tools available. Before each prompt: can this be\nmore strategic? Batch simple queries.',
'Overpowered': 'Consider whether this task needs an autonomous agent.\nRedirect toward problems requiring analysis or design.'
}
print(nudges.get(adt_c, ''))
print()

# Reflection
reflections = {
'Frontier': 'What complex challenge could benefit from sustained\n exploration across your next few sessions?',
'Growing': 'What workflow could you delegate more fully to the agent?',
'Expected': 'What strategic question have you been avoiding?',
'Thinking Ahead': 'What tool or workflow would unlock the depth you are\n already thinking at?',
'Underutilizing': 'What is the most strategic question you could ask right now?',
'Overpowered': 'Is there a harder problem this tool should be pointed at?'
}
reflection = reflections.get(adt_c, 'What could you explore more deeply?')
print(f" {reflection}")
print()

print("-" * 66)
print("Run /rp-why overall for full longitudinal analysis.")
print()
Expand Down Expand Up @@ -1306,6 +1333,35 @@ def print_overall_report(self, baseline: Dict, analysis: Dict, daily_scores: Lis
print("delegation trust, or domain breadth.")
print()

# Growth Nudge
print("GROWTH NUDGE")
print("-" * 66)
nudges = {
'Frontier': 'Strong longitudinal pattern. The collaboration is matched and\nproductive. Consider extending one thread into a multi-session\ninvestigation or mentoring others in their AI collaboration practice.',
'Growing': 'Building momentum across sessions. Try framing one more task\nas a design decision rather than an execution request. Look for\nopportunities to delegate entire workflows.',
'Expected': 'Solid foundation established. Ask "what are the trade-offs?"\nbefore your next implementation prompt. Push one routine workflow\ninto full delegation.',
'Thinking Ahead': 'Your thinking consistently exceeds your tools. Try\ndelegating a work stream to a sub-agent or multi-step workflow.\nThe gap between your intent and tool capability is your growth edge.',
'Underutilizing': 'Powerful tools available but underused. Before each prompt:\ncan this be more strategic? Batch simple queries and look for\npatterns you can compress into single directives.',
'Overpowered': 'Consider whether these tasks need an autonomous agent.\nRedirect toward problems requiring analysis or design. The tool\nis capable of more than it is being asked to do.'
}
print(nudges.get(adt_zone, ''))
print()

# Reflection
print("REFLECTION")
print("-" * 66)
reflections = {
'Frontier': 'What complex challenge could benefit from sustained exploration\n across your next few sessions? Where could you mentor others\n in developing their own AI collaboration maturity?',
'Growing': 'What workflow could you delegate more fully to the agent?\n What would it look like to trust the tool with an entire\n work stream from start to finish?',
'Expected': 'What strategic question have you been avoiding? What would\n change if you brought your hardest problem to the collaboration\n instead of your most routine one?',
'Thinking Ahead': 'What tool or workflow would unlock the depth you are already\n thinking at? What infrastructure investment would close the gap\n between your intent and your execution surface?',
'Underutilizing': 'What is the most strategic question you could ask right now?\n What would it look like to use this tool for thinking, not\n just doing?',
'Overpowered': 'Is there a harder problem this tool should be pointed at?\n What would it look like to match the tool capability with\n a problem worthy of it?'
}
reflection = reflections.get(adt_zone, 'What could you explore more deeply?')
print(f" {reflection}")
print()

# Footer
print("-" * 66)
print(f"Data source: {self._get_sessions_db()}")
Expand Down
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