cm-notebooklm-25b3ac — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited cm-notebooklm-25b3ac (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
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:
./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: Hỏicodymastercho 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 initNếu 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-projectSCRIPT=~/.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 contentSession → 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.<!-- Generated by Skill Creator Ultra v1.0 -->
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.