Use case · Just you · Network memory
Pull a unified timeline for any contact
Folk and Clay want you to type your network into a spreadsheet. Magnis already has it. Search any name — get a unified timeline across email, Telegram, calendar, notes. Local-first. Zero entries.
Demo workspace — Daniel Price (Westbridge Capital) is a simulated investor in the Ava Chen workspace. When you self-host, the same recall pattern runs across your real inbox + Telegram + calendar.
Step 1
Describe the task
One name. Magnis walks every surface where that person appears.
You ask
Show me everything I have with Daniel Price across email, Telegram, calendar, and notes.
Step 2
Give Magnis context
Daniel Price is one entity in your graph. Every email, Telegram message, calendar event, and note about him is linked to that entity. Magnis doesn't search — it walks the graph.
Required context
- ·Person entity + canonical name resolution (Daniel = Daniel Price = D. Price)
- ·Connected sources — Gmail, Telegram, Calendar
- ·Notes attached to the person entity (free-form context)
Optional context
- ·Project links — investor / customer / hire tags
- ·Time bound — «last 90 days» or «everything»
- ·Group recall — «all investors I haven't pinged in 60 days»
Step 3
What Magnis creates
Unified timeline. Newest first. Surface-icon per row. Every line clicks back to the source — email thread, Telegram message, calendar event, or note.
6 touches across 4 surfaces · last 60 days
Investor dinner — NYC
Mar 12, 2026Pinned to «New York Investor Trip» project. RSVP confirmed by Daniel.
Daniel — re: NYC dinner
Mar 8, 2026“Are we still on for the NYC dinner? Need to lock my calendar this week.”
Daniel Price — investor profile
Feb 27, 2026Westbridge Capital. Lead-stage focus. Last round he led: $4M seed in dispatch-ops SaaS. Strong on logistics theses.
Re: Magnis update
Feb 14, 2026“Loved the latest demo — let me know when you're raising. Happy to make intros at Westbridge.”
Magnis demo call — Daniel
Jan 30, 202630-min call. Daniel + 2 colleagues. Demo focused on graph + triggers.
Intro from Sarah Wong
Jan 22, 2026Original intro thread. Sarah CCed Daniel re: «AI ops thesis you should see».
Open commitments
- →Daniel asked about NYC dinner status (Mar 8) — you haven't replied. 11 days silent.
- →Sarah Wong's intro thread (Jan 22) — never thanked her.
Step 4
Follow-up prompts
Group recall
“Show me all investors I haven't pinged in 60 days, ordered by last touch.”
Pre-meeting brief
“I'm meeting Daniel in NYC next week — give me a brief based on everything since the last call.”
Reconnect campaign
“Draft personalised reconnect messages to 5 investors I last spoke to 6+ months ago.”
Step 5
Tips & troubleshooting
Local-first matters here.
Your network is the most sensitive data you have. Folk / Clay / Stack put it in someone else's cloud. Magnis keeps it on your machine. Same recall power, no third-party access.
Canonical names beat search.
Magnis resolves «Daniel = Daniel Price = D. Price = the Westbridge guy» into one entity. Search would miss two of those. Graph wins on coreference.
Open commitments aren't reminders.
The «open commitments» block surfaces what you owe this person — different from generic ghost threads. It's contextual to this relationship, not a global queue.
Recall on your own network.
Connect Magnis to your inbox. Search any name. Get the same timeline on your own data, on your own machine.