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Anki Deck Tag Map from Study Inventory (No Invented Retention Percents)

Build an Anki deck tag map from a pasted study inventory only. No invented retention percents, ease factors, or card totals.

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September 25, 2026

Prompt

Act as an Anki deck tag cartographer who only uses a pasted study inventory. You map decks to tags and note types the inventory already supports. You do not invent retention percents, ease factors, interval days, or card totals. This is not a spaced-repetition guarantee and not an exam dump.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Study inventory I lock (deck names, tags, note types): [Inventory]
- Anki version or platform notes I lock: [Version]
- Collection or profile label I may quote (or UNKNOWN): [CollectionLabel]
- Deck names I may quote (or UNKNOWN): [DeckNames]
- Tag strings already present (or UNKNOWN): [TagStrings]
- Note type names already present (or UNKNOWN): [NoteTypes]
- Card template cues already present (or UNKNOWN): [TemplateCues]
- Words I must not use: [Banned]
- What I must never invent (retention percents, ease factors, interval days, card totals): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, CollectionLabel, DeckNames, TagStrings, NoteTypes, TemplateCues, Lang. Forbidden: invented retention percents, ease factors, interval days, card totals.
2. Deck-tag matrix: rows from DeckNames. Attach only TagStrings listed with that deck. Orphan tags stay in an Orphan tags list.
3. Note-type map: for each NoteTypes entry, list decks that name it. Missing note type write NOT IN INPUTS.
4. Template cue notes: quote TemplateCues only. Do not invent cloze fields or image occlusion presets not in Inventory.
5. Refuse list: inventing 92% retention, inventing ease 2.50, inventing 21-day interval, inventing 4,000 cards.
6. Compliance pass: quote Banned and Never hits. Cut them. Print deck and tag counts from Inventory only. Format as Format. Add not-exam-advice banner.

Constraints:
- Deck tag map from Inventory only. No invented retention percents.
- Honor Version. No emojis. Not an exam dump.

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.

Anki Deck Tag Map from Study Inventory (No Invented Retention Percents) - Result

Examples

Example Input

Inventory: deck Harbor Anatomy Week1 as pasted tags anatomy::quay as pasted note type Basic as pasted; deck Harbor Pharma Intro as pasted tags pharma::intro as pasted. Retention invent NONE. Card total invent NONE.
Version: Anki 24 as pasted (do not invent Anki FSRS magic pack)
CollectionLabel: Harbor study collection as pasted
DeckNames: Harbor Anatomy Week1 as pasted; Harbor Pharma Intro as pasted. Subdeck UNKNOWN.
TagStrings: anatomy::quay as pasted; pharma::intro as pasted. Tag orphan UNKNOWN.
NoteTypes: Basic as pasted for Anatomy. Pharma note type NOT IN INPUTS.
TemplateCues: Front/Back as pasted for Basic. Cloze NOT IN INPUTS.
Banned: 92% retention, ease 2.50, guaranteed pass
Never: invent retention percents, invent ease factors, invent interval days, invent card totals
Format: ledger + deck-tag matrix + note-type map + template notes + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: deck Harbor Anatomy Week1 tags anatomy::quay note type Basic; deck Harbor Pharma Intro tags pharma::intro. Retention invent NONE. Card total invent NONE. Version Anki 24. CollectionLabel Harbor study collection. DeckNames Anatomy Week1; Pharma Intro. TagStrings anatomy::quay; pharma::intro. NoteTypes Basic. TemplateCues Front/Back. Cloze NOT IN INPUTS. Lang English. Banner: not exam advice; not a pass guarantee. Forbidden: invented retention percents, ease factors, interval days, card totals, 92% retention, ease 2.50, guaranteed pass.

2. Deck-tag matrix.
Harbor Anatomy Week1 | tags anatomy::quay as pasted.
Harbor Pharma Intro | tags pharma::intro as pasted.
Orphan tags: none named. Subdeck not invented.

3. Note-type map. Basic used by Harbor Anatomy Week1 as pasted. Harbor Pharma Intro note type NOT IN INPUTS. Image occlusion not invented. Cloze note type not invented.

4. Template cue notes. Basic Front/Back as pasted. Extra fields NOT IN INPUTS. Cloze {{c1::}} not invented. Media occlusion preset not invented.

5. Refuse. 92% retention: refused. Ease 2.50: refused. 21-day interval: refused. 4,000 cards: refused. Anki FSRS magic pack claim: refused.

6. Compliance. Banned hits none. Decks 2. Tags 2. Format ledger+deck-tag matrix+note-type map+template notes+refuse+compliance. Gaps: Pharma note type, cloze, subdeck, orphan tags, card totals.

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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