# Turn Books Into AI Business Advisors (Full Notion Demo)

Systems Made Better (Agent OS / Better Creating) builds a specialist Notion advisor from a book: instructions plus skills plus curated knowledge base, using a meta-agent, then seeds Seth Godin's This is Marketing. LLM-agnostic Notion Personal Agent pattern; custom agents for scheduled compounding are optional and credit-expensive.

Tags: youtube-inbox, source, notion, agent-os, knowledge-base, rag, skills

## Summary

A useful AI advisor is not a generic chatbot with a role prompt. It is a specialist with (1) a job-description instruction page that must read a linked knowledge base before answering, (2) reusable skills (ingest, audits), and (3) a curated database of atomized frameworks from sources you trust. Demo: meta-agent scaffolds a marketing specialist; empty KB correctly refuses; after ingesting Godin chapters, answers sound like that book's positioning advice plus the user's business context.

## Key points

- Three-part specialist: instructions (who / mission / mandatory KB gate / anti-drift / handoff boundaries) plus skills (playbooks: book ingest, positioning audit) plus knowledge base (topic, category, key insight, when to apply, confidence, source). Skills equal process; KB equals principles that inform decisions. Without the KB, even a tight skill stays generic.
- Agent OS hub: global instructions as orchestration that picks specialist modes. Notion Personal Agent (chat) is the right surface; custom agents (team-wide, triggered, credit-consuming) are the wrong default for consultancy. Cross-agent: custom agents can still read the same KBs/skills.
- LLM-agnostic: Notion AI can swap models (Opus 4.7/4.8, Kimi, DeepSeek, Gemini). Speaker likes Claude-in-Notion because the model is trained on Notion's own tools (vs MCP from Claude Code/Cowork). Dual approach recommended: local Claude Code/Cowork and in-Notion Agent OS.
- Build sequence (with meta-agent): lock a plan (standalone specialist vs existing mode 7 online-business operator — keep separate with boundaries), button-created KB template, write instructions with linked KB view as entry gate, skills, register as mode 7B on the global instruction page, live-test empty KB (must refuse / low confidence), ingest.
- Ingest skill: extract, atomize, normalize into KB rows. Prefer a chapter list first as a map; paste chapter text (PDFs longer than about 15 pages fail; paste is better). Quality/confidence fields let the agent prefer proven entries. Token-efficiency pass cut instructions about 55%.
- Memory workaround: Notion lacks good cross-session memory; speaker's chat history database plus give-me-a-prompt-to-continue pattern. Flagged as unfinished.
- Empty-KB test (load-bearing): asked how to position Agent OS for solo founders, picked mode 7B, searched KB, refused on grounded knowledge, then offered generic opinions labeled as not from the KB.
- Seeded test: after intro plus ch.1-3 of This is Marketing, positioning a business OS for non-technical founders came back Godin-flavored (everyone is not your customer; position against AI productivity, not within it — less-but-better).
- Compounding loop: weekly custom agent to find KB gaps and propose reputable-source entries — saved without trigger because credits. Cheaper: a skill you invoke monthly from Personal Agent. Prior Claude Cowork self-learning KB video is the sibling pattern.
- Product plug: Agent OS template at bettercreating.com/asiOS (updated with skills plus knowledge hub; existing users redownload free). Channel about 20k subs. Whisper Flow for dictation; Speechify for readback.

## Quotes / memorable lines

- "The only reason they're any good is because they're grounded in real curated knowledge, not generic AI training data."
- "A skill is a clear process. A knowledge base holds the principles and ideas that inform the agent's decision making."
- "These specialist assistants don't replace real people."
- Empty-KB win: "I've searched it. There's nothing in there. I don't think I can help you." (then generic opinions, labeled)

## Sources

- YouTube: https://www.youtube.com/watch?v=OAgU6sOmih0
- Raw ingest: `raw/youtube-inbox/OAgU6sOmih0/`
- Agent OS: https://bettercreating.com/asiOS
- Channel: Systems Made Better https://www.youtube.com/@SystemsMadeBetter
- Demo source text: Seth Godin, This is Marketing (user-provided PDF/paste; do not copy book text into the wiki)

## Related pages

- [[hermes-agent]] (skills plus MEMORY.md/USER.md vs Notion KB/skills)
- [[grok-bot]] (skills/routines vs Notion specialist modes)
- [[grok-4-6-field-guide]] (verification / grounded work)