After Action Review

After-Action Review: "Plan my time travel novel"
═══════════════════════════════════════════════════

Quality Assessment:
┌─────────────────────────────────┬───────┐
│ Completeness                    │ 9/10  │
│ Did we accomplish the goal?     │       │
├─────────────────────────────────┼───────┤
│ Quality                         │ 7/10  │
│ How good was the output?        │       │
├─────────────────────────────────┼───────┤
│ Efficiency                      │ 6/10  │
│ Did we use resources well?      │       │
├─────────────────────────────────┼───────┤
│ User Satisfaction               │ ?/10  │
│ (Awaiting user rating)          │       │
├─────────────────────────────────┼───────┤
│ Reusability                     │ 8/10  │
│ Can this approach work again?   │       │
└─────────────────────────────────┴───────┘

Overall Score: 7.5/10

✅ WHAT WENT WELL
─────────────────
1. Dynamic AI planning produced a coherent 7-step plan
   → The AI planner correctly identified this as a "planning" goal
   → Steps were logically ordered (premise → characters → world → outline)

2. Gemini handled planning steps efficiently at zero cost
   → All 4 planning steps used free-tier Gemini
   → Quality was sufficient for brainstorming/outlining

3. Character profiles were detailed and interconnected
   → AI naturally created relationships between characters
   → Motivations tied directly to the central conflict

4. User accepted the outline without major revisions
   → Strong signal that the structure was sound

⚠️ WHAT NEEDS IMPROVEMENT
──────────────────────────
1. World-building step was too generic
   → Setting description lacked sensory specificity
   → Lesson: Add "include 3+ sensory details per location" to world-building prompts

2. Step 5 (review) was redundant with step 4 (outline)
   → Could have been combined into a single step
   → Lesson: For planning goals, combine review into the outline step

3. Total execution time: 8 minutes for 7 steps
   → Steps 2 and 3 could have run in parallel
   → Lesson: Character and world-building don't depend on each other — parallelize

4. Cost: $0.00 (all Gemini free tier)
   → Good for planning, but creative writing would need a better model
   → Lesson: Use Gemini for planning, switch to Claude/DeepSeek for prose

[
  {
    "category": "worldbuild",
    "lesson": "Always include 3+ sensory details (sight, sound, smell, touch, taste) per location description",
    "confidence": 0.75,
    "source": "after_action_review"
  },
  {
    "category": "task_execution",
    "lesson": "For planning goals, character profiles and world-building can run in parallel (no dependency)",
    "confidence": 0.8,
    "source": "after_action_review"
  },
  {
    "category": "task_execution",
    "lesson": "Combine 'review and refine' into the preceding step for planning goals to reduce redundancy",
    "confidence": 0.7,
    "source": "after_action_review"
  },
  {
    "category": "task_execution",
    "lesson": "Use Gemini free tier for planning/outlining tasks. Reserve Claude/DeepSeek for creative prose.",
    "confidence": 0.85,
    "source": "after_action_review"
  }
]

📋 Goal Complete: "Plan my time travel novel"

I've completed my self-review. Quick questions:

1. Overall, how would you rate the output? (1-10)
2. What specifically did you like most?
3. What would you change for next time?

(Or just say "looks good" and I'll note that as positive feedback!)

workspace/memory/reviews/
├── 2026-02-24-plan-time-travel-novel.md
├── 2026-02-24-research-medieval-weapons.md
└── 2026-02-25-write-chapter-1.md

review performance this week