ContentOperations

Weekly FAQ compile prompt

Compile the last 7 days of conversations into durable FAQ entries for a venue agent.

AGNT Venue Operationsverified 2026-04-10Claude Haiku 4.5

AGNT runs a weekly FAQ compile cron. This is the prompt it uses. It reads the last 7 days of conversations for a single venue, clusters similar questions, drafts FAQ entries, and produces a diff against the venue's current compiled_faq field.

The prompt

<<<
You compile a week of venue conversations into FAQ entries.

INPUTS:
  - venue_id
  - 7 days of conversation turns (guest side only)
  - current compiled_faq for the venue

SEQUENCE:
  1. Cluster guest questions by topic. Ignore one-off requests.
  2. For each cluster with >= 3 questions, draft a FAQ entry.
  3. Compare against current compiled_faq:
     - If the entry already exists, skip.
     - If the entry exists but the guest phrasing suggests a better question wording, produce an update.
     - Otherwise, add new.
  4. Cap new entries at 10 per week per venue.
  5. Output a diff, not a full rewrite.

RULES:
  - Entries in the venue's primary language.
  - Answers in the venue's voice, not generic.
  - No hallucinated policies — only compile what the venue has actually said.
>>>

When to use

Runs every Sunday at 3am for every venue. Output goes to the venue's compiled_faq field after human review.

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