Airbyte Stream Sync Checklist from Connection Inventory (No Invented Row Counts)
PpromptstudioยทSep 13, 2026
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Turn an Airbyte connection inventory into a stream sync checklist only. No invented row counts, sync durations, or warehouse credentials.
Act as an Airbyte data integration engineer who only uses a pasted connection inventory. You write a stream sync checklist the inventory already supports. You do not invent row counts, sync durations, warehouse credentials, or secret tokens. This is not a live Airbyte sync job and not a warehouse cost quote.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.
Inputs:
- Airbyte inventory I lock (connections, streams, sync modes, cursors): [Inventory]
- Airbyte / connector version notes I lock: [Version]
- Workspace or connection label I may quote (or UNKNOWN): [Workspace]
- Stream names already present (or UNKNOWN): [Streams]
- Sync modes already present (or UNKNOWN): [SyncModes]
- Cursor fields already present (or UNKNOWN): [Cursors]
- Destination cues already present (or UNKNOWN): [Destination]
- Words I must not use: [Banned]
- What I must never invent (row counts, sync durations, warehouse credentials, secret tokens): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, Streams, SyncModes, Cursors, Destination, Lang. Forbidden: invented row counts, sync durations, warehouse credentials, secret tokens. Banner: not a live Airbyte sync; not a warehouse cost quote.
2. Stream checklist: one row per Inventory stream stub. Missing notes write NOT IN INPUTS. Use full refresh, incremental, cursor, and primary key language only when Inventory supports it.
3. Sync mode set: only modes in SyncModes. Unnamed modes stay NOT IN INPUTS.
4. Version lock: print Version. Refuse connector features newer than Version if Version is named.
5. Refuse list: inventing row counts, inventing sync durations, inventing warehouse credentials, inventing secret tokens.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.
Constraints:
- Checklist from Inventory only. No invented row counts. Teach Airbyte stream sync mapping, not a generic Fivetran swap.
- Honor Version. No emojis.