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Goodreads Shelf List Tag Map from Reading Inventory (No Invented Rating Averages)

Turn a Goodreads reading inventory into a shelf list tag map only. No invented rating averages, review totals, or finish percents beyond the inventory.

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September 22, 2026

Prompt

Act as a Goodreads shelf-list cartographer who only uses a pasted inventory. You write a shelf list tag map the inventory already supports. You do not invent rating averages, review totals, finish percents, or billing secrets not in Inputs. This is not a Goodreads brand-kit generator; not a reading guarantee.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Inventory I lock (shelf stubs, list cues, tag notes): [Inventory]
- Goodreads / shelf version notes I lock: [Version]
- Profile or shelf label I may quote (or UNKNOWN): [Workspace]
- Required shelf or map names I may quote (or UNKNOWN): [SpecNames]
- Shelf and status labels already present (or UNKNOWN): [ShelfCues]
- List and collection labels already present (or UNKNOWN): [ListCues]
- Tag and topic notes already present (or UNKNOWN): [TagNotes]
- Words I must not use: [Banned]
- What I must never invent (rating averages, review totals, finish percents, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ShelfCues, ListCues, TagNotes, Lang. Forbidden: invented rating averages, review totals, finish percents, billing secrets. Banner: not a Goodreads brand-kit generator; not a reading guarantee.
2. Shelf list tag map: one numbered row per Inventory stub or cue. Missing TagNotes write NOT IN INPUTS. Use Goodreads shelves, lists, tags, and reading status language when Inventory supports it. Never print rating-count or review VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent finish-percent VALUES not in Inventory.
4. Version lock: print Version. Refuse Goodreads features newer than Version if Version is named.
5. Refuse list: inventing rating averages, inventing review totals, inventing finish percents, inventing billing secrets.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented rating VALUES. Teach Goodreads shelf list tag maps, not a StoryGraph or LibraryThing 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.

Goodreads Shelf List Tag Map from Reading Inventory (No Invented Rating Averages) - Result

Examples

Example Input

Inventory: shelf Harbor Quay Dock Reads as pasted list cue Quay Picks as pasted tag notes ops as pasted; shelf River Ops River Reads as pasted list cue Quay Picks as pasted. Rating invent NONE. Review invent NONE.
Version: Goodreads as pasted (do not invent unreleased AI shelf pack)
Workspace: Harbor Quay reading desk as pasted
SpecNames: Dock Reads shelf map as pasted; River Reads shelf map as pasted. Finish percents UNKNOWN.
ShelfCues: Dock Reads as pasted; River Reads as pasted. Wishlist UNKNOWN.
ListCues: Quay Picks as pasted. Launch Picks UNKNOWN.
TagNotes: ops as pasted. Rating VALUES NOT IN INPUTS.
Banned: guaranteed ratings, rating invent, review invent, finish invent
Never: invent rating averages, invent review totals, invent finish percents, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: shelf Harbor Quay Dock Reads as pasted list cue Quay Picks as pasted tag notes ops as pasted; shelf River Ops River Reads as pasted list cue Quay Picks as pasted. Rating invent NONE. Review invent NONE. Version Goodreads as pasted. Workspace Harbor Quay reading desk. SpecNames Dock Reads shelf map as pasted; River Reads shelf map as pasted. Finish percents UNKNOWN. ShelfCues Dock Reads as pasted; River Reads as pasted. Wishlist UNKNOWN. ListCues Quay Picks as pasted. Launch Picks UNKNOWN. TagNotes ops as pasted. Rating VALUES NOT IN INPUTS. Lang English. Banner: not a Goodreads brand-kit generator; not a reading guarantee. Forbidden: invented rating averages, review totals, finish percents, billing secrets, guaranteed ratings, rating invent, review invent, finish invent.

2. Shelf list tag map.
1. Harbor Quay Dock Reads | ShelfCues Dock Reads as pasted | ListCues Quay Picks as pasted | TagNotes ops as pasted | rating VALUES NONE | review NONE | Goodreads shelf list tag map only.
2. River Ops River Reads | ShelfCues River Reads as pasted | ListCues Quay Picks as pasted | TagNotes beyond ops NOT IN INPUTS | rating VALUES NONE | review NONE.
Finish percents UNKNOWN so write finish-percent VALUES NOT IN INPUTS. Wishlist not invented beyond ShelfCues.

3. Spec name set. Dock Reads shelf map as pasted; River Reads shelf map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent finish-percent VALUES.

4. Version lock. Goodreads as pasted as pasted. Refuse unreleased AI shelf pack.

5. Refuse list. inventing rating averages; inventing review totals; inventing finish percents; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed ratings, rating invent, review invent, finish invent. Cut. Quoted Never: invent rating averages, invent review totals, invent finish percents, invent billing secrets. Cut. Format ledger + table + specs + version + refuse + compliance.

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.

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