// the librarian
Sage
Surfaces the exact playbook for your situation. The right page, the right time.
What Sage does.
Sage indexes every playbook, case study, QBR template, escalation framework, and meeting note that members contribute. When you describe what you're trying to do, Sage returns the closest match with the relevant section quoted, the original author cited, and a one-line note on why this one fits your situation. Citations always link back to the source so you can read the full thing.
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Claude Sonnet
Lives in
Library search · Slack mentions · In-chat context
Audience
Member-facing
Sage returns the Champion Loss playbook contributed by a VP CS at a B2B unicorn, with the relevant 3-step frame quoted and a link to the full document.— Sage · the librarian
Three things that actually happen.
01
You ask: "how do I structure a save plan for an account that just lost its champion?"
Sage returns the Champion Loss playbook contributed by a VP CS at a B2B unicorn, with the relevant 3-step frame quoted and a link to the full document.
02
You're drafting a QBR for a $2M account.
Sage offers the three best QBR templates from the library, sorted by ARR band and vertical, with the parts you can copy-paste into your slides.
03
A member posts a new playbook.
Sage indexes it within minutes, tags it against existing themes, and notifies any members whose recent questions it would have answered.
What Sage won't do.
- Hallucinate. Every answer cites a real document by a real member or returns "no match."
- Generate playbooks from scratch — only surfaces what members have actually written.
- Show playbooks marked private by their author.
How we know it's working.
Did the playbook help? A simple useful/not-useful + optional comment refines the ranking model.