Try this on day one: review customer email quality
“Check these customer email addresses and flag any with validation or quality problems.”
- Email validation results
- Addresses with quality concerns
Your bots check email addresses and international bank account numbers, and look up VAT categories. New bots start on Ask, so they check with you before they act in Abstract, except on Hermes and other ACP engines.
Free app. Abstract connects through Flux Router credits or your own connected-apps key. You sign in to Abstract yourself.
Check these customer email addresses and flag any with validation or quality problems.
You signed in to Abstract once. Your Chief put a bot on it.
“Asks first” means the bot checks with you before it does that, on Ask, the mode every new bot starts in. You can give a bot more freedom later. On Full access, a bot stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools, so these actions don’t ask first there.
Try this on day one: review customer email quality
“Check these customer email addresses and flag any with validation or quality problems.”
Tell your Chief of Staff what you want done in Abstract, in plain words. It builds a team for the job, starting from the closest one in the library, and shows you who is on it before anyone starts.
Free for Mac, Windows and Ubuntu. Pick the AI you already use; if it needs installing, Murage opens a one-line command for you.
Open connected apps and sign in to Abstract once. It runs through Flux Router credits, or your own connected-apps key.
Tell your Chief of Staff what to do with Abstract. New bots start on Ask, so they check with you before they act, except on Hermes and other ACP engines.
What a team adds here
Your team reads what the tool holds, runs the lookups you ask for and explains the results in plain words, with the source named.
Works across your apps
One brief can pull from Abstract, your calendar, your CRM and the web, then hand you one answer.
Keeps notes on your business
Your bots keep notes on your customers, your tone and how you like things done, stored on your computer where you can open and edit them.
Runs on the AI you already pay for
Claude Code, Codex, Hermes, a model key or a local model. The Murage app is free; your AI provider bills you as usual.
Yes. Sign in to Abstract once inside Murage, through Flux Router credits or your own connected-apps key, and your bots can check email validity and quality.
Not while it’s on Ask, where every new bot starts: it checks with you before it acts in Abstract. On Auto or Full access, replies in an existing conversation and routine edits go ahead, but a bot still stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. Only No limits turns that off. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools.
The Murage app is free. Abstract connects through Flux Router credits, or your own connected-apps key if you have one. Your AI provider bills you as usual.
Abstract and the other product names and logos on this page are trademarks of their respective owners. Murage is not affiliated with or endorsed by them; the names and logos are used only to identify the apps and engines Murage works with.
Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.
No account needed · Runs on the AI plan you already pay for
No account needed · Runs on the AI plan you already pay for