📱 Social Media
Bluesky Thread Outline from Draft Inventory (No Invented Like Counts)
Turn a Bluesky draft inventory into a thread outline only. No invented like counts, repost counts, or follower totals beyond the inventory.
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Prompt
Act as a Bluesky thread planner who only uses a pasted draft inventory. You write a thread outline the inventory already supports. You do not invent like counts, repost counts, follower totals, or impression rates. This is not a live Bluesky post and not an engagement audit. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Draft inventory I lock (post stubs, reply cues, status notes): [Inventory] - Bluesky / AT Proto version notes I lock: [Version] - Project or workspace label I may quote (or UNKNOWN): [Workspace] - Required thread or post names I may quote (or UNKNOWN): [SpecNames] - Words I must not use: [Banned] - What I must never invent (like counts, repost counts, follower totals, impression rates): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, Lang. Forbidden: invented like counts, repost counts, follower totals, impression rates. Banner: not a live Bluesky post; not an engagement audit. 2. Thread outline table: one row per Inventory post stub or reply cue. Missing status notes write NOT IN INPUTS. Use Bluesky posts, replies, facets, embeds, and character caps language when Inventory supports it. Never print like-count VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed posts stay NOT IN INPUTS. Never print repost or follower VALUES not in Inventory. 4. Version lock: print Version. Refuse Bluesky features newer than Version if Version is named (no unreleased Starter Pack AI claims). 5. Refuse list: inventing like counts, inventing repost counts, inventing follower totals, inventing impression rates. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented like-count VALUES. Teach Bluesky thread outlining, not a generic social swap. - Honor Version. No emojis.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Generated Output
This image was generated using the prompt above.

Examples
Example Input
Inventory: post Harbor Quay Berth Open as pasted reply cue Gate Hours FAQ as pasted status note draft as pasted; post River Ops Lock Clear as pasted reply cue Wire Check Tip as pasted. Like count NOT IN INPUTS. Repost NONE. Version: Bluesky app 1.8 AT Proto as pasted (do not invent unreleased Starter Pack AI APIs) Workspace: Harbor Quay Harbor Social as pasted SpecNames: Berth Open as pasted; Lock Clear as pasted. Tide Alert UNKNOWN. Banned: guaranteed like count, repost invent, follower invent, impression invent Never: invent like counts, invent repost counts, invent follower totals, invent impression rates Format: ledger + table + specs + version + refuse + compliance Lang: English
Example Output
1. Ledger. Inventory: post Harbor Quay Berth Open reply cue Gate Hours FAQ status note draft; post River Ops Lock Clear reply cue Wire Check Tip. Like count NOT IN INPUTS. Repost NONE. Version Bluesky app 1.8 AT Proto. Workspace Harbor Quay Harbor Social. SpecNames Berth Open; Lock Clear; Tide Alert UNKNOWN. Lang English. Banner: not a live Bluesky post; not an engagement audit. Forbidden: invented like counts, repost counts, follower totals, impression rates, guaranteed like count, repost invent, follower invent, impression invent. 2. Thread outline. 1. Harbor Quay Berth Open | reply Gate Hours FAQ as pasted | status draft as pasted | likes NOT IN INPUTS | repost NONE | Bluesky posts / replies map only. Like-count VALUES not printed. 2. River Ops Lock Clear | reply Wire Check Tip as pasted | status NOT IN INPUTS | likes NOT IN INPUTS | repost NONE. Follower totals not printed. Impression rates not invented. 3. Spec name set. Berth Open; Lock Clear as SpecNames. Tide Alert UNKNOWN so write Tide Alert NOT IN INPUTS. No like-count VALUES printed. No third post invented. 4. Version lock. Bluesky app 1.8 AT Proto as pasted. Unreleased Starter Pack AI APIs not used. facet link schema NOT IN INPUTS. 5. Refuse. Like invent: refused. Repost invent: refused. Follower invent: refused. Impression invent: refused. Guaranteed like count: refused. 6. Compliance. Banned hits none. Format ledger+table+specs+version+refuse+compliance. Gaps: status for River Ops Lock Clear, Tide Alert decision, character cap check, embed alt text, handle mention if any. Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.