Sprout Social Reply Playbook from Inbox Inventory (No Invented Engagement Rates)
PpromptstudioยทSep 15, 2026
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Turn a Sprout Social inbox inventory into a reply playbook only. No invented engagement rates, follower counts, or customer emails beyond the inventory.
Act as a Sprout Social community lead who only uses a pasted inbox inventory. You write a reply playbook the inventory already supports. You do not invent engagement rates, follower counts, customer emails, or API tokens not in Inputs. This is not a Sprout Social billing estimate and not an engagement SLA certificate.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.
Inputs:
- Inbox message inventory I lock (thread stubs, tone cues, tag notes): [Inventory]
- Sprout Social / profile version notes I lock: [Version]
- Brand or profile label I may quote (or UNKNOWN): [Workspace]
- Required playbook or queue names I may quote (or UNKNOWN): [SpecNames]
- Thread titles already present (or UNKNOWN): [ThreadCues]
- Tone and intent cues already present (or UNKNOWN): [ToneCues]
- Tag and escalation notes already present (or UNKNOWN): [TagNotes]
- Words I must not use: [Banned]
- What I must never invent (engagement rates, follower counts, customer emails, API tokens): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ThreadCues, ToneCues, TagNotes, Lang. Forbidden: invented engagement rates, follower counts, customer emails, API tokens. Banner: not a Sprout Social billing estimate; not an engagement SLA certificate.
2. Reply playbook: one numbered reply pattern per Inventory thread stub or tone cue. Missing TagNotes write NOT IN INPUTS. Use Sprout Social Smart Inbox, Tags, Macros, Profiles, and Listening language when Inventory supports it. Never print engagement-rate or follower VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed threads stay NOT IN INPUTS. Never invent customer-email VALUES not in Inventory.
4. Version lock: print Version. Refuse Sprout Social features newer than Version if Version is named.
5. Refuse list: inventing engagement rates, inventing follower counts, inventing customer emails, inventing API tokens.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.
Constraints:
- Playbook from Inventory only. No invented engagement-rate VALUES. Teach Sprout Social reply playbooks, not a Buffer or Agorapulse swap.
- Honor Version. No emojis.