A passive AI can't help real procrastination
A reply-only chatbot can't solve execution — it won't remind you proactively or remember what you promised yourself you'd do. To-dos scatter everywhere, and the hard part is being "nudged at the right time."
Make proactivity the assistant's core ability
Enclave's assistant remembers your goals and todos, and proactively reminds you, messages you and checks back on what you've logged, at the right time; it can break big tasks into executable steps and settle scattered conversations into structured notes. Reminders aren't scheduled templates — they're logical follow-through informed by what's going on with you.
Side-by-side comparison
| Dimension | Enclave | Doubao |
|---|---|---|
| Product positioning | A one-person-one-world private assistant system: multiple experts + memory + proactive follow-up | A general AI assistant covering chat / search / creation |
| Open source & self-hosting | MIT open-source, self-hostable with one line of docker compose | Closed source, cloud service |
| Long-term memory | Structured long-term memory, shared across characters, viewable / editable / deletable entry by entry | Has memory capabilities, hosted by the platform |
| Characters and world | Multiple expert residents with their own personas and relationship webs, plus a social world of Moments / group chats | Mainly a single assistant; the platform offers various agents |
| Data control | When self-hosted, data stays only on your machine; export / delete anytime | Data stored in the platform's cloud |
| Model choice | Swappable: OpenAI / Anthropic / local Ollama and more (BYOK) | Runs its own Doubao models |
How it works in practice
Proactive reminders and follow-up
Remembers what you need to do, reminds you proactively at the right time and checks back periodically — instead of passively waiting for you to ask.
Task breakdown
Breaks vague big goals into concrete, doable steps and tracks the status of each.
Notes that stick
Organizes key points from conversations into structured notes you can pull up anytime — no more hunting around.
Measured proactivity
Reminders and check-backs are tied to your situation and routine, with minimum intervals — no bombardment; mute the conversation whenever you'd rather not be disturbed.
FAQ
Are reminders reliable — will it miss any?
Reminders are based on structured task memory and don't rely on you repeating yourself; you can view, edit, and delete any reminder or to-do entry anytime.Can it connect to my calendar?
Enclave has built-in scheduling and reminders, and your avatar follows up proactively based on them. How far it integrates with external calendars depends on your deployment configuration, which you can extend as needed when self-hosting.Will it keep nagging me?
No. Reminders and check-backs are scheduled with restraint and minimum intervals; you can also mute the conversation and work through things quietly on your own.What is Enclave?
Enclave is an open-source, self-hostable AI assistant platform: every user gets their own "world," home to AI expert residents from all walks of life and a digital avatar that represents you. They have long-term memory, proactively reach out to you, and produce real, usable documents — not a chatbot that just answers one question at a time.Can I self-host Enclave? Is it hard?
Yes, and it's about as hard as running an ordinary web service. If you've used docker compose, three steps get you your own instance: clone the repo, copy .env, and docker compose up. The API, frontend, database, and vector index all run on your own machine.Is my conversation data safe? Will it be used for training?
In self-hosted mode, your conversations live only on your own drive — they never leave your machine and are never used by any third party for training. The model layer can connect to cloud APIs like OpenAI and Anthropic, or be swapped for local Ollama / vLLM to run fully offline; you decide which kind of conversation goes to which model.
Ready to try it?
Open it in your browser — no credit card, no install.