Sync high-value dev knowledge (skills, decisions, lessons) into Google NotebookLM for cloud recall, podcasts, and flashcards. Pairs with Dockit/deep-search. Use for NotebookLM, nlm, knowledge base, skill sync, or cross-machine AI memory.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Cloud brain / soul cho AI — lưu trữ kiến thức giá trị nhất, đồng bộ qua
nhiều máy tính. brain.md = compiled source of truth, upload 1 lần thay vì 50.
Skills + Lessons + Experiences
↓ compile
~/.codymaster/brain.md (local file = backup)
↓ upload (1 API call)
NotebookLM (cloud = cross-machine sync)
All automation via scripts/brain-sync.sh — AI chỉ cần gọi script.
CodyMaster uses a Dual-Brain approach to scale memory across multiple projects without context collapse:
codymaster): Global brain storing Meta-Learnings, proven Architecture Decisions, and universal patterns. Evolved via the "Rule of 3" (knowledge graduation)../docs.| Level | Goal | Query Command |
|---|---|---|
| Master | Tìm pattern chung | nlm notebook query codymaster "..." |
| Project | Tìm context domain | nlm notebook query $(cat .cm/notebook_id) "..." |
🤖 AI Rule: Tự đưa quyết định khi hỏi: Hỏi
codymastercho các giải pháp mang tính hệ thống chung. Hỏi qua.cm/notebook_idcho các business logic đặc thù dự án đang làm.
# 1. Install CLI
uv tool install notebooklm-mcp-cli
# 2. Setup Master Brain
bash ~/.gemini/antigravity/skills/cm-notebooklm/scripts/brain-sync.sh init
Nếu dự án đủ lớn và nhiều doc:
# Tạo Project Brain riêng cho thư mục hiện tại
bash ~/.gemini/antigravity/skills/cm-notebooklm/scripts/brain-sync.sh init-project
SCRIPT=~/.gemini/antigravity/skills/cm-notebooklm/scripts/brain-sync.sh
# Add a lesson learned
bash $SCRIPT lesson "Tên bài học"
# → Edit ~/.codymaster/lessons.md → fill in details
# Add coding experience
bash $SCRIPT experience "Tên pattern"
# → Edit ~/.codymaster/experiences.md → fill in details
# Sync to Master Brain (Thêm rule of 3)
bash $SCRIPT sync
# Sync to Project Brain (Up tài liệu local docs/)
bash $SCRIPT sync-project
# Check status
bash $SCRIPT status
# Query
nlm notebook query codymaster "your question"
AI detect và hỏi user (không tự động):
| Trigger | Prompt |
|---|---|
| Skill mới tạo | "Sync skill mới vào brain?" → bash $SCRIPT sync |
| Bug fixed / post-mortem | "Lưu bài học?" → bash $SCRIPT lesson "..." |
| Architecture changed | "Update brain?" → bash $SCRIPT sync |
| User nói "sync/update" | → bash $SCRIPT sync |
uv tool install notebooklm-mcp-cli
nlm login
nlm notebook list # CodyMaster Brain already there
nlm alias set codymaster <id>
# Done! Query ngay: nlm notebook query codymaster "..."
nlm audio create codymaster --format deep_dive --confirm # Podcast
nlm report create codymaster --format "Study Guide" --confirm
nlm flashcards create codymaster --difficulty medium --confirm
nlm studio status codymaster
✅ HIGH-VALUE (auto-compiled into brain.md):
├── Skill Index (names + descriptions — NOT full SKILL.md)
├── Lessons Learned (~/.codymaster/lessons.md)
├── Coding Experiences (~/.codymaster/experiences.md)
└── AGENTS.md (project identity)
❌ NOT INDEXED (use qmd/cm-deep-search instead):
├── Full SKILL.md files (too many, hard to maintain)
├── Source code, tests, configs
└── Duplicated content
Session → variables → temporary
Working → CONTINUITY.md → ~500 words/turn
Local → qmd → BM25+vector, offline, stable
Cloud → NotebookLM → AI brain, cross-machine, podcast
| Skill | Role |
|---|---|
cm-deep-search | Local search complement (code) |
cm-dockit | Generate docs → select high-value → feed to brain |
cm-continuity | Session memory, brain = long-term |
skill-creator-ultra | TRIGGER: new skill → prompt sync |
cm-debugging | TRIGGER: bug fixed → prompt lesson |
nlm CLI = third-party (jacob-bd). May break. Fallback: cm-deep-search.nlm chat start — use nlm notebook query only.まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
End-to-end ad conversion tracking: Meta Pixel+CAPI, TikTok Events API, Google Ads Enhanced Conversions, GTM, attribution. Auto-detects industry, maps standard events, outputs a developer-ready implementation doc. Use for pixels, GTM, CAPI, ROAS, or 'set up tracking' requests.
日本語の概要は準備中です。原文の説明を表示しています。
Comprehensive publishing automation skill bridging AI agents (OpenClaw, Manus, Claude) to the Content Factory Router. Uses the Router API to publish markdown articles with rich media to any connected Astro site natively.
日本語の概要は準備中です。原文の説明を表示しています。
Easy-to-use conversational CLI (Codex style) for non-technical users to spawn parallel AI tasks supervised by a visual web dashboard.
日本語の概要は準備中です。原文の説明を表示しています。
Easy-to-use conversational CLI (Claude Code style) for non-technical users to spawn parallel AI tasks supervised by a visual web dashboard.
日本語の概要は準備中です。原文の説明を表示しています。
Booking & Calendar CRO Engine — Packages all booking, scheduling, .ics download, and Google Calendar integration into a revenue-boosting system. Auto-detect industry → select matching pattern → generate calendar engine + booking UI + export logic. Integrates with cm-google-form (form → sheet) and cm-ads-tracker (conversion events). ALWAYS trigger for: booking, appointment, calendar, reminder, download ics, google calendar, add to calendar, book appointment, schedule, "create booking", "add scheduling", "appointment reminder system", "calendar CRO", "reduce no-show"
日本語の概要は準備中です。原文の説明を表示しています。
Strategic analysis gate for existing products — multi-dimensional evaluation (tech, product, design, business) using Design Thinking + 9 Windows (TRIZ) + Double Diamond. Outputs 2-3 qualified options with recommendations. Use BEFORE cm-planning for complex initiatives and enhancements on existing codebases.
日本語の概要は準備中です。原文の説明を表示しています。