# AI Work Log 2026-02-13
## 20:35 - 20:48 (13m)
# 🚀 Analytics Workflow Refactoring & Interactive Plan
## 🧠 思考プロセス
User requested refactoring of analytics skills to match create-/util- naming convention. Also requested a shift from batch processing to an interactive one-by-one improvement workflow.
## 🔍 発見 / 結果
- ✅ Renamed plan-newsletter-growth -> create-growth-plan
- ✅ Renamed measure-newsletter-impact -> util-measure-impact
- ✅ Renamed learn-newsletter-preferences -> util-learn-preferences
- ✅ Renamed incubate-newsletter-strategy -> create-strategy-proposal
- ✅ Updated all internal references and SKILL.md files.
- ✅ Created implementation_plan.md for the new interactive /improve workflow.
## 🛠️ Used Skills
- create-growth-plan
- util-measure-impact
- util-learn-preferences
- create-strategy-proposal
## ♻️ Refactoring
- .agent/workflows/analytics.md
- analytics_common.py
- incubate_strategy.py
- learn_preferences.py
- measure_impact.py