Daily Digest
@Daily Digest
Reads the overnight messages and tasks and leaves one morning note in #team.
AI & Agents
AI that knows your work
and gets it done
Meet Loop Agent, the AI assistant built into FabricLoop. It lives in your channels and works across your messages, tasks and notes. Message an agent in any channel and it replies, with no slash commands. On iPhone, Voice AI lets you create tasks and summarize today’s messages without a keyboard.
What an agent could do
Competitive Research
@Competitive Research
Watches competitor news and posts what changed in #product every Friday.
Inbox Triage
@Inbox Triage
Sorts the support inbox and turns urgent emails into tasks with an owner.
Website Updater
@Website Updater
Takes a copy or pricing change from a task and drafts the update for review.
Email Summary
@Email Summary
Boils the day’s important emails down to a five-line brief.
Meeting Notes
@Meeting Notes
Turns a call into notes with the decisions and action items listed.
Release Notes
@Release Notes
Collects the tasks shipped this week and drafts the changelog.
App Issues Translator
@App Issues Translator
Reads App Store reviews in any language and files them as tasks in English.
Standup
@Standup
Asks each person for an update and posts one summary in the channel.
Weekly Reporter
@Weekly Reporter
Pulls the weekly numbers and posts them every Monday morning.
Customer Wins
@Customer Wins
Spots happy customer messages and collects them into one note.
Onboarding Coach
@Onboarding Coach
Welcomes new teammates and walks them through setup in a DM.
Deadline Watch
@Deadline Watch
Flags tasks due this week that have no owner and nudges the channel.
In channel
Just message the agent. It replies in thread
Apps and agents are participants in the conversation. Ask in the channel where the team already works — they answer in thread. No /bot syntax, no separate command palette. @Jira, tell me what tasks I have today. @Datadog, what’s paging right now. @Competitive Intelligence, tell me about the latest model from Anthropic. @Loop Agent, summarize this thread into a note.
01
Any channel, same habit
Talk to an app or agent like a teammate — in DMs or Groups.
02
No slash commands
If people have to memorize syntax, they will not use the automation.
03
Context stays in the thread
The agent sees the conversation. Replies land where everyone can follow.
Loop Agent
Knows your work, gets things done
01
Ask across tasks, notes, and threads
Get answers grounded in your Groups — not a blank chat window.
02
Turn any message into work
One action turns a message into a task, note, or news post — AI drafts it from the conversation so you confirm and send.
03
Create tasks and draft updates
Turn natural language into assigned tasks and notifications.
04
Summarize calls and conversations
Close the loop so the team sees what changed.
05
Human-in-the-loop by design
Agents assist; people stay accountable for the send.
06
Learns as you work
It remembers how you work and suggests what is next, surfacing related context and tasks before you ask.
07
Deep search
Ask something complex and it checks your workspace and the web for the answer.
Models
Claude
Gemini
OpenAI
Grok
The best model, picked for you
Your agents can run on models from Claude, Gemini, OpenAI and Grok. For agent tasks, the auto model picker chooses the best one, so nobody on your team has to. Model costs are billed directly at provider rates.
ClaudeGeminiOpenAIGrok01
Anthropic Haiku / Sonnet / Opus
A capability ladder, not just speed — Haiku is fastest and cheapest, Sonnet balances cost and capability, Opus is the most capable and most expensive.
02
OpenAI GPT-5.6 Sol / Terra / Luna
OpenAI’s official GPT-5.6 tiers — Sol is the flagship, Terra balances cost and capability, Luna is the fastest and cheapest.
03
Google Gemini
Gemini models are also available for agent tasks. The auto model picker can choose between Claude, Gemini, OpenAI and Grok for you.
04
Grok
Grok models from xAI are also available for agent tasks.
05
Example costs
Summarizing a 50-message thread is typically a few cents. A light 20-person workspace is often in the $5–$20/month range. Hard spending limits live in Settings → Billing.
06
Direct model billing
Free includes test-only credits. Paid plans bill production usage as you go. Bring-your-own provider key is on the roadmap, not available today.
MCP
Bring your own AI. Revoke access any time
Use Claude, ChatGPT or Cursor with your workspace. Through MCP, an open standard for connecting AI tools, they can search your workspace, send messages, and read and write your notes, tasks and news. FabricLoop is both an MCP client and server. You can list grants and revoke access, with audit events for security review.
01
Supported tools today
Cursor, Claude, and ChatGPT via MCP to read and write messages, tasks, notes, and news. Other MCP clients can connect the same way.
02
What a grant can access
Each connection is scoped — typically messages, tasks, notes, and news in Groups the connecting user can already see. It does not get a workspace-wide backdoor.
03
Default: human approval
Agents draft; people send. Loop Agent does not silently assign work or post news without an approval step.
04
Audited, revocable grants
See who connected what — and turn it off when the project ends. Enterprise adds SSO and broader audit logs.
Voice AI
Talk to it on iPhone. It does the work
Voice AI on iOS lets you actually create tasks and summarize your messages for today — while you are on your iPhone, not back at a desk. Free includes 5 voice sessions per hour; paid plans lift the cap.
01
Create a task by speaking
Create an assigned task from the sidewalk or between meetings — without opening a keyboard.
02
Summarize today’s messages
Ask what you missed this morning. Voice AI reads your channels and tells you what actually needs a reply.
03
Native iPhone, not a desktop leftover
Built into the iOS app. Hands-free when typing is slower or you are away from a laptop.
04
You still confirm
Voice drafts the task or the summary. You approve before anything is assigned or posted.
Bring your team,
in under 60 seconds
Chat, tasks, notes and AI agents in one workspace. Free for unlimited users, no credit card needed. Try agents on the free plan, then upgrade to run them for real.