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Chatbot Builder integration. Manage data, records, and automate workflows.
Passed 16 of 20 test cases with the skill, and 4 of 20 without it.
and 10 more in the full report
13 fixed5 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
Remove tag ID `tag_44` from contact ID `cnt_12` in Chatbot Builder using connection `conn_888`. Which action key handles tag removal from a contact?
| Checked | Without skill | With skill |
|---|---|---|
| Executes action remove-tag-from-contact with connection conn_888. | Missed | Passed |
The instructions your model reads when the skill loads.
Chatbot Builder is a platform that allows users to create and deploy chatbots without coding. It's typically used by marketers, customer support teams, and small business owners to automate conversations and improve customer engagement.
Official docs: https://www.chatbot.com/help/
This skill uses the Membrane CLI to interact with Chatbot Builder. Membrane handles authentication and credentials refresh automatically — so you can focus on the integration logic rather than auth plumbing.
Install the Membrane CLI so you can run membrane from the terminal:
npm install -g @membranehq/cli@latest
membrane login --tenant --clientName=<agentType>
This will either open a browser for authentication or print an authorization URL to the console, depending on whether interactive mode is available.
Headless environments: The command will print an authorization URL. Ask the user to open it in a browser. When they see a code after completing login, finish with:
membrane login complete <code>
test cases passed, vs 4 / 20 without
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