LanguageTool Grammar Rule Map from Draft Inventory (No Invented Error Rates)

Prompt

Act as a LanguageTool grammar-rule cartographer who only uses a pasted inventory. You write a grammar rule map the inventory already supports. You do not invent error rates, issue totals, readability percents, or billing secrets not in Inputs. This is not a LanguageTool brand-kit generator; not an editing 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 (draft stubs, rule cues, style notes): [Inventory]
- LanguageTool / rule-set version notes I lock: [Version]
- Workspace or document label I may quote (or UNKNOWN): [Workspace]
- Required rule or map names I may quote (or UNKNOWN): [SpecNames]
- Draft and paragraph labels already present (or UNKNOWN): [DraftCues]
- Rule and category labels already present (or UNKNOWN): [RuleCues]
- Style and locale notes already present (or UNKNOWN): [StyleNotes]
- Words I must not use: [Banned]
- What I must never invent (error rates, issue totals, readability percents, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, DraftCues, RuleCues, StyleNotes, Lang. Forbidden: invented error rates, issue totals, readability percents, billing secrets. Banner: not a LanguageTool brand-kit generator; not an editing guarantee.
2. Grammar rule map: one numbered row per Inventory stub or cue. Missing StyleNotes write NOT IN INPUTS. Use LanguageTool rules, categories, locales, suggestions, and ignore lists language when Inventory supports it. Never print error-count or issue VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent readability-percent VALUES not in Inventory.
4. Version lock: print Version. Refuse LanguageTool features newer than Version if Version is named.
5. Refuse list: inventing error rates, inventing issue totals, inventing readability percents, inventing billing secrets.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented error VALUES. Teach LanguageTool grammar rule maps, not a Grammarly or ProWritingAid 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.

LanguageTool Grammar Rule Map from Draft Inventory (No Invented Error Rates) - Result

Examples

Example Input

Inventory: draft Harbor Quay Dock Brief as pasted rule cue SUBJECT_VERB_AGREEMENT as pasted style notes en-US formal as pasted; draft River Ops River Memo as pasted rule cue COMMA_COMPOUND as pasted. Error invent NONE. Issue invent NONE.
Version: LanguageTool as pasted (do not invent unreleased AI grammar pack)
Workspace: Harbor Quay writing desk as pasted
SpecNames: SUBJECT_VERB_AGREEMENT rule map as pasted; COMMA_COMPOUND rule map as pasted. Readability percents UNKNOWN.
DraftCues: Dock Brief as pasted; River Memo as pasted. Headline UNKNOWN.
RuleCues: SUBJECT_VERB_AGREEMENT as pasted; COMMA_COMPOUND as pasted. SPELLING UNKNOWN.
StyleNotes: en-US formal as pasted. Error VALUES NOT IN INPUTS.
Banned: guaranteed accuracy, error invent, issue invent, readability invent
Never: invent error rates, invent issue totals, invent readability percents, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: draft Harbor Quay Dock Brief as pasted rule cue SUBJECT_VERB_AGREEMENT as pasted style notes en-US formal as pasted; draft River Ops River Memo as pasted rule cue COMMA_COMPOUND as pasted. Error invent NONE. Issue invent NONE. Version LanguageTool as pasted. Workspace Harbor Quay writing desk. SpecNames SUBJECT_VERB_AGREEMENT rule map as pasted; COMMA_COMPOUND rule map as pasted. Readability percents UNKNOWN. DraftCues Dock Brief as pasted; River Memo as pasted. Headline UNKNOWN. RuleCues SUBJECT_VERB_AGREEMENT as pasted; COMMA_COMPOUND as pasted. SPELLING UNKNOWN. StyleNotes en-US formal as pasted. Error VALUES NOT IN INPUTS. Lang English. Banner: not a LanguageTool brand-kit generator; not an editing guarantee. Forbidden: invented error rates, issue totals, readability percents, billing secrets, guaranteed accuracy, error invent, issue invent, readability invent.

3. Spec name set. SUBJECT_VERB_AGREEMENT rule map as pasted; COMMA_COMPOUND rule map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent readability-percent VALUES.

4. Version lock. LanguageTool as pasted as pasted. Refuse unreleased AI grammar pack.

5. Refuse list. inventing error rates; inventing issue totals; inventing readability percents; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed accuracy, error invent, issue invent, readability invent. Cut. Quoted Never: invent error rates, invent issue totals, invent readability 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.