# 午前 キーボード、同時押し判定をもう少し甘くした方がよさそう。 あと、仕事ノートの移動は、自動化優先度低いかなあ。 半分考え事にもなっている気はする。 Open in default AppをAntigravityにする。 - 14:06 - 14:46 (40m) ✅ 作業完了: 週次レポートのワークフローを刷新し、全スキルをミニマリスト構成にリファクタリングしました。 オススメなのは、Obsidian保管庫の「ルール」を、質問してもらいながら整理すること。 ``` 私のObsidianの構造について、.agent/rules/ にルールファイルを作りたい。 ファイル構造などを確認し、細かくしつこく質問してほしい。 ``` dry runとか、リファクタリングとか、いろいろ用語知っていると便利なことは多いなあ。 - 14:57 - 17:14 (2h 17m) ✅ 作業完了: Weekly Review Systemの構築・最適化・検証完了 ハイライトとしてはreviwワークフロー見直しができたから、これでいいかな。 あと、キーボード記事を書き始めたいことと、まとめを、デイリーから提案してもらう、というアイデア。 - 17:25 - 20:24 (2h 58m) ✍️ Completed Substack analytics integration. Created a system to fetch rich data and analyze it alongside GA4 traffic data. - 20:53 - 21:10 (17m) 🔄 Analytics workflow updated with new GA4 skill and content-based strategy analysis. - 20:53 - 21:28 (35m) 🔄 Implemented advanced analytics features including relative performance scoring, recursive review, and artifact reporting. # AIログ # AI Work Log 2026-02-06 ## 14:06 - 14:46 (40m) # 🚀 Refining Weekly Report Workflow ## 🧠 思考プロセス Moved to 'Fetch Once, Read Many' architecture using util-fetch-log. Simplified weekly.md and proposal skills to be minimalist and self-contained, removing external rule dependencies. ## 🔍 発見 / 結果 - ✅ Created util-fetch-log skill\n- ✅ Refactored weekly.md to linear flow\n- ✅ Simplified proposal skills (removed review_system.md) ## 🛠️ Used Skills - util-fetch-log - create-weekly-report ## ♻️ Refactoring - .agent/workflows/weekly.md - .agent/skills/create-system-proposal/SKILL.md ## 14:57 - 16:56 (1h 58m) # 🚀 Implementing 3-Part Review System ## 🧠 思考プロセス Executed the implementation plan for the new Weekly Review System. Defined 3 distinct phases (Fetch, Report, System) and their enabling skills (, , wrapping ). Addressed user feedback regarding redundancy by consolidating the System phase and verified the workflow via a Dry Run for W05 & W06. ## 🔍 発見 / 結果 - ✅ **Workflow Optimization**: Redesigned to , optimizing token usage with a single data fetch.\n- ✅ **Audit System**: Renamed to and implemented with Upstream Research capability.\n- ✅ **Dry Run Verification**: Confirmed the system generates correct reports and detects Rule 2.4 violations without side effects. ## 🛠️ Used Skills - util-audit-vault - util-audit-system - create-system-proposal - weekly - util-fetch-log ## ♻️ Refactoring - weekly.md - SKILL.md(renamed) - walkthrough.md ## 14:57 - 17:14 (2h 17m) # 🚀 Implementing 3-Part Review System & Weekly Workflow Optimization ## 🧠 思考プロセス Executed the implementation plan for the new Weekly Review System. Defined 3 distinct phases (Fetch, Report, System) and their enabling skills (util-fetch-log, create-weekly-report, create-system-proposal with internal util-audit-*). Consolidated the System phase to reduce redundancy and verified via Dry Run for W05 & W06. ## 🔍 発見 / 結果 - ✅ **Workflow Optimization**: Redesigned weekly.md to .\n- ✅ **Audit System**: Renamed Skill to and implemented with Upstream Research.\n- ✅ **Dry Run**: Verified workflow for W05/W06.\n- ✅ **Cleanup**: Removed temporary dry-run artifacts. ## 🛠️ Used Skills - util-audit-vault - util-audit-system - create-system-proposal - weekly - util-fetch-log ## ♻️ Refactoring - weekly.md - SKILL.md - walkthrough.md ## 17:25 - 20:24 (2h 58m) # 🚀 Reconstructing Analytics Workflow ## 🧠 思考プロセス Defined analytics strategy, implemented Substack stats fetching skill with robust data parsing (Regex), and integrated it into a full workflow powered by GA4 data. ## 🔍 発見 / 結果 - ✅ Defined analytics KPIs in \n- ✅ Implemented skill with proper JSON parsing\n- ✅ Created and executed to generate growth reports ## 🛠️ Used Skills - util-fetch-substack_stats - mcp_google-analytics_run_report ## ♻️ Refactoring - .agent/skills/util-fetch-substack_stats/scripts/fetch_stats.js - workflows/analytics.md - .agent/rules/analytics_strategy.md ## 20:53 - 21:10 (17m) # 🚀 Analytics Workflow Improvement ## 🧠 思考プロセス Refined analytics logic to include Growth Matrix and Paywall Strategy based on content analysis. ## 🔍 発見 / 結果 - ✅ Created `util-fetch-ga4-stats`.\n- ✅ Refactored `util-fetch-substack_stats`.\n- ✅ Updated Strategy: Growth Matrix & Paywall Logic.\n- ✅ Verified with preliminary report. ## 🛠️ Used Skills - util-fetch-ga4-stats - util-fetch-substack_stats ## ♻️ Refactoring - .agent/rules/analytics_strategy.md - .agent/workflows/analytics.md ## 20:53 - 21:28 (35m) # 🚀 Advanced Analytics Features Implementation ## 🧠 思考プロセス Implemented advanced analytics logic (Relative Performance, Recursive Review) and refined reporting to include Artifact outputs. ## 🔍 発見 / 結果 - ✅ Updated `.agent/rules/analytics_strategy.md` with Relative Scoring & Recursive Review.\n- ✅ Updated `.agent/workflows/analytics.md` to include new analysis steps and Artifact output.\n- ✅ Verified logic with updated implementation plan. ## ♻️ Refactoring - .agent/rules/analytics_strategy.md - .agent/workflows/analytics.md