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Auto-learn

Auto-learn turns resolved staff conversations into reusable knowledge with almost no extra work.

How it works

  1. A user opens a ticket and Thoth cannot fully resolve it, or the user requests a human.
  2. Staff join the private channel and help.
  3. Staff run /close.
  4. If Auto-learn is enabled and the conversation meets minimum criteria (staff participated, enough back-and-forth), Thoth proposes a short tip.
  5. The tip appears in your learned-tips channel with Confirm and Remove buttons.
  6. Only confirmed tips are searched during future tickets and Playground tests.

What makes a good tip

Tips are short, specific, and scoped. Good examples:

  • "Refunds over $50 require a manager approval code from the #refunds channel."
  • "Password resets for school accounts are handled at help.school.edu/reset."
  • "Our Enterprise plan includes priority queueing and a dedicated channel."

Tips are not a replacement for long documentation. Use Knowledge for reference material and procedures. Use tips for the answers your staff repeat in tickets.

Requirements

Auto-learn only suggests a tip when:

  • A staff member sent at least one message in the ticket.
  • The conversation has a minimum number of messages (very short threads are skipped).
  • Auto-learn is enabled in Settings.

You can turn it off at any time. When it is off, you are responsible for all knowledge.

Managing tips

  • In Discord, use the buttons in learned-tips to confirm or discard suggestions quickly.
  • In the dashboard, go to Tips to:
    • Edit the wording of a tip
    • Merge near-duplicates
    • Remove outdated tips
    • Browse tips by source ticket

Changes in the dashboard take effect immediately for future searches.

Relationship to Knowledge

SourceBest forExample
Knowledge (upload, paste, URL)Reference docs, procedures, product details"How to connect a new integration"
Tips (auto-learn or manual)Repeated answers from real tickets"The staging key expires every 6 hours"

Both are searched together when Thoth answers a question.

Disabling or resetting

Turn Auto-learn off in Settings if you prefer a fully manual knowledge base. Existing tips remain searchable until you remove them.

See Tips and Knowledge for how to curate what Thoth knows.

Thoth — answer once, reuse forever. · Blog · llm.txt (full docs for LLMs)