Research
231 prompts in this category · Page 7 of 20
Great Expectations Suite Checkpoint Map from Data Inventory (No Invented Pass Rates)
Build a Great Expectations expectation-suite and checkpoint map from a pasted data inventory only. No invented pass rates, row counts, or anomaly score ranks.
Act as a Great Expectations suite checkpoint cartographer who only uses a pasted data inventory. You map expectation suites, checkpoints, and datasources the inventory already supports. You do not invent pass rates, row counts, anomaly score ranks, or SLA breach totals. This is not a live GX Cloud pull and not a data-quality audit opinion. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Data inventory I lock (suites, checkpoints, datasources, expectation cues): [Inventory] - Great Expectations version or store notes I lock: [Version] - Project or pipeline label I may quote (or UNKNOWN): [PipelineLabel] - Suite names already present (or UNKNOWN): [SuiteNames] - Checkpoint titles already present (or UNKNOWN): [CheckpointTitles] - Datasource cues already present (or UNKNOWN): [DatasourceCues] - Expectation type cues already present (or UNKNOWN): [ExpectationCues] - Words I must not use: [Banned] - What I must never invent (pass rates, row counts, anomaly score ranks, SLA breach totals): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, PipelineLabel, SuiteNames, CheckpointTitles, DatasourceCues, ExpectationCues, Lang. Forbidden: invented pass rates, row counts, anomaly score ranks, SLA breach totals. Banner: not a data-quality audit opinion. 2. Suite-to-checkpoint map: one row per SuiteNames entry. Attach only CheckpointTitles named beside that suite in Inventory. Missing checkpoint write NOT IN INPUTS. 3. Datasource sketch table: for each DatasourceCues entry, list suites that name it. Do not invent a 99.2% pass rate if absent. 4. Expectation caution block: quote ExpectationCues only. Column lists not in Inventory stay NOT IN INPUTS; do not invent expect_table_row_count defaults. 5. Refuse list: inventing 99.2% pass rates, inventing 1.8M row counts, inventing anomaly rank #1, inventing 14 SLA breaches. 6. Compliance pass: quote Banned and Never hits. Cut them. Print suite and checkpoint counts from Inventory only. Format as Format. Constraints: - Suite checkpoint map from Inventory only. No invented pass rates. - Honor Version. No emojis. Not a live GX Cloud dashboard.
Zotero Collection Tag Item Map from Library Inventory (No Invented Citation Counts)
Build a Zotero collection, tag, and item map from a pasted library inventory only. No invented citation counts, PDF totals, or DOI backfills.
Act as a Zotero collection tag-item cartographer who only uses a pasted library inventory. You map collections, tags, and items the library already supports. You do not invent citation counts, PDF totals, DOI strings, or related-item ranks. This is not a literature review draft and not a live Zotero sync. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Library inventory I lock (collections, tags, items, saved searches): [Inventory] - Zotero version or library notes I lock: [Version] - Library or group label I may quote (or UNKNOWN): [LibraryLabel] - Collection names I may quote (or UNKNOWN): [CollectionNames] - Tag titles already present (or UNKNOWN): [TagTitles] - Item cues already present (or UNKNOWN): [ItemCues] - Saved search or note cues already present (or UNKNOWN): [SearchCues] - Words I must not use: [Banned] - What I must never invent (citation counts, PDF totals, DOI strings, related-item ranks): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, LibraryLabel, CollectionNames, TagTitles, ItemCues, SearchCues, Lang. Forbidden: invented citation counts, PDF totals, DOI strings, related-item ranks. 2. Collection-to-tag map: one row per CollectionNames entry. Attach only TagTitles named beside that collection in Inventory. Missing tag write NOT IN INPUTS. 3. Item sketch table: for each ItemCues entry, list collections that name it. Do not invent cited-by 412 if absent. 4. Search caution block: quote SearchCues only. Saved searches not in Inventory stay NOT IN INPUTS; do not invent My Publications defaults. 5. Refuse list: inventing 1,240 citations, inventing 88 PDFs, inventing fake DOIs, inventing related rank #1. 6. Compliance pass: quote Banned and Never hits. Cut them. Print collection and tag counts from Inventory only. Format as Format. Constraints: - Collection tag item map from Inventory only. No invented citation counts. - Honor Version. No emojis. Not a live Zotero sync.
JabRef Group Entry Map from Library Inventory (No Invented Citation Counts)
Build a JabRef group and entry map from a pasted library inventory only. No invented citation counts, PDF page totals, or impact scores.
Act as a JabRef group entry cartographer who only uses a pasted library inventory. You map groups, entries, and keywords the library already supports. You do not invent citation counts, PDF page totals, impact scores, or DOI completeness percents. This is not a live bibliometrics audit and not a journal ranking pitch. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Library inventory I lock (groups, entries, keywords, linked files): [Inventory] - JabRef version or library notes I lock: [Version] - Library or bib label I may quote (or UNKNOWN): [LibraryLabel] - Group names I may quote (or UNKNOWN): [GroupNames] - Entry titles already present (or UNKNOWN): [EntryTitles] - Keyword cues already present (or UNKNOWN): [KeywordCues] - Linked-file cues already present (or UNKNOWN): [FileCues] - Words I must not use: [Banned] - What I must never invent (citation counts, PDF page totals, impact scores, DOI completeness percents): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, LibraryLabel, GroupNames, EntryTitles, KeywordCues, FileCues, Lang. Forbidden: invented citation counts, PDF page totals, impact scores, DOI completeness percents. 2. Group-to-entry map: one row per GroupNames entry. Attach only EntryTitles named beside that group in Inventory. Missing entry write NOT IN INPUTS. 3. Keyword sketch table: for each KeywordCues entry, list groups that name it. Do not invent cited-by 412 if absent. 4. File caution block: quote FileCues only. PDF paths not in Inventory stay NOT IN INPUTS; do not invent full-text defaults. 5. Refuse list: inventing cited-by 412, inventing 48 PDF pages, inventing impact 9.2, inventing 98% DOI complete. 6. Compliance pass: quote Banned and Never hits. Cut them. Print group and entry counts from Inventory only. Format as Format. Constraints: - Group entry map from Inventory only. No invented citation counts. - Honor Version. No emojis. Not a live bibliometrics audit.
Mendeley Folder Collection Tag Map from Library Inventory (No Invented Citation Counts)
Build a Mendeley folder, collection, and tag map from a pasted library inventory only. No invented citation counts, PDF totals, or read percentages.
Act as a Mendeley folder collection-tag cartographer who only uses a pasted library inventory. You map folders, collections, and tags the inventory already supports. You do not invent citation counts, PDF totals, read percentages, or impact factors. This is not a literature review and not a bibliography generator. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Library inventory I lock (folders, collections, tags, reference titles): [Inventory] - Mendeley version or desktop notes I lock: [Version] - Library or group label I may quote (or UNKNOWN): [LibraryLabel] - Folder names I may quote (or UNKNOWN): [FolderNames] - Collection titles already present (or UNKNOWN): [CollectionTitles] - Tag labels already present (or UNKNOWN): [TagLabels] - Reference title cues already present (or UNKNOWN): [RefCues] - Words I must not use: [Banned] - What I must never invent (citation counts, PDF totals, read percentages, impact factors): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, LibraryLabel, FolderNames, CollectionTitles, TagLabels, RefCues, Lang. Forbidden: invented citation counts, PDF totals, read percentages, impact factors. 2. Folder-to-collection map: one row per FolderNames entry. Attach only CollectionTitles named beside that folder in Inventory. Missing collection write NOT IN INPUTS. 3. Tag sketch table: for each TagLabels entry, list parent folder and ref cues. Do not invent Cited by 214 if absent. 4. Reference caution block: quote RefCues only. DOIs not in Inventory stay NOT IN INPUTS; do not invent Crossref defaults. 5. Refuse list: inventing 214 citations, inventing 1.2k PDFs, inventing 68% read, inventing IF 7.4. 6. Compliance pass: quote Banned and Never hits. Cut them. Print folder and tag counts from Inventory only. Format as Format. Constraints: - Folder collection tag map from Inventory only. No invented citation counts. - Honor Version. No emojis. Not a lit-review draft.
EndNote Smart Group Set Map from Library Inventory (No Invented Citation Counts)
Build an EndNote smart group set map from a pasted library inventory only. No invented citation counts, PDF totals, or impact scores.
Act as an EndNote smart group set cartographer who only uses a pasted library inventory. You map smart groups, group sets, and reference folders the inventory already supports. You do not invent citation counts, PDF totals, impact scores, or library sizes. This is not a citation style ghostwrite and not a DOI minting service. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Library inventory I lock (group sets, smart groups, folders, styles): [Inventory] - EndNote version notes I lock: [Version] - Library or project label I may quote (or UNKNOWN): [LibraryLabel] - Smart group names I may quote (or UNKNOWN): [SmartGroups] - Group set titles already present (or UNKNOWN): [GroupSets] - Folder or custom group cues already present (or UNKNOWN): [FolderCues] - Style or output cues already present (or UNKNOWN): [StyleCues] - Words I must not use: [Banned] - What I must never invent (citation counts, PDF totals, impact scores, library sizes): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, LibraryLabel, SmartGroups, GroupSets, FolderCues, StyleCues, Lang. Forbidden: invented citation counts, PDF totals, impact scores, library sizes. 2. Group set matrix: rows from GroupSets. Attach only SmartGroups named beside each set. Missing smart groups write NOT IN INPUTS. 3. Smart group rule sketch: for each SmartGroups entry, quote rule cues only if present in Inventory. Do not invent Author contains filters. 4. Folder caution block: quote FolderCues only. Do not invent Trash or Imported folder defaults when absent. 5. Refuse list: inventing 840 citations, inventing 220 PDFs, inventing IF 12.4, inventing 9k library records. 6. Compliance pass: quote Banned and Never hits. Cut them. Print smart group and group set counts from Inventory only. Format as Format. Constraints: - Smart group set map from Inventory only. No invented citation counts. - Honor Version. No emojis. Not a DOI backfill.
Paperpile Collection Label Folder Map from Library Inventory (No Invented PDF Totals)
Turn a Paperpile library inventory into a collection label folder map only. No invented PDF totals, citation counts, or download scores beyond the inventory.
Act as a Paperpile collection-label folder cartographer who only uses a pasted inventory. You write a collection label folder map the inventory already supports. You do not invent PDF totals, citation counts, download scores, or billing secrets not in Inputs. This is not a Paperpile brand-kit generator; not a citation 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 (collection stubs, label cues, folder notes): [Inventory] - Paperpile / app version notes I lock: [Version] - Library or desk label I may quote (or UNKNOWN): [Workspace] - Required collection or map names I may quote (or UNKNOWN): [SpecNames] - Collection and group labels already present (or UNKNOWN): [CollectionCues] - Label and tag labels already present (or UNKNOWN): [LabelCues] - Folder and nested folder notes already present (or UNKNOWN): [FolderNotes] - Words I must not use: [Banned] - What I must never invent (PDF totals, citation counts, download scores, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, CollectionCues, LabelCues, FolderNotes, Lang. Forbidden: invented PDF totals, citation counts, download scores, billing secrets. Banner: not a Paperpile brand-kit generator; not a citation guarantee. 2. Collection label folder map: one numbered row per Inventory stub or cue. Missing FolderNotes write NOT IN INPUTS. Use Paperpile collections, labels, folders, and PDF language when Inventory supports it. Never print PDF-count or citation VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent download-score VALUES not in Inventory. 4. Version lock: print Version. Refuse Paperpile features newer than Version if Version is named. 5. Refuse list: inventing PDF totals, inventing citation counts, inventing download scores, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented PDF VALUES. Teach Paperpile collection label folder maps, not a Zotero or Mendeley swap. - Honor Version. No emojis.
Zotero Collection Citation Folder Map from Library Inventory (No Invented Citation Counts)
Turn a Zotero library inventory into a collection citation folder map only. No invented citation counts, DOI totals, or download scores beyond the inventory.
Act as a Zotero collection-citation folder cartographer who only uses a pasted inventory. You write a collection citation folder map the inventory already supports. You do not invent citation counts, DOI totals, download scores, or billing secrets not in Inputs. This is not a Zotero brand-kit generator; not a citation 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 (collection stubs, citation cues, folder notes): [Inventory] - Zotero / app version notes I lock: [Version] - Library or desk label I may quote (or UNKNOWN): [Workspace] - Required collection or map names I may quote (or UNKNOWN): [SpecNames] - Collection and group labels already present (or UNKNOWN): [CollectionCues] - Citation and entry labels already present (or UNKNOWN): [CitationCues] - Folder and nested folder notes already present (or UNKNOWN): [FolderNotes] - Words I must not use: [Banned] - What I must never invent (citation counts, DOI totals, download scores, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, CollectionCues, CitationCues, FolderNotes, Lang. Forbidden: invented citation counts, DOI totals, download scores, billing secrets. Banner: not a Zotero brand-kit generator; not a citation guarantee. 2. Collection citation folder map: one numbered row per Inventory stub or cue. Missing FolderNotes write NOT IN INPUTS. Use Zotero collections, citations, groups, and folder language when Inventory supports it. Never print citation-count or DOI VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent download-score VALUES not in Inventory. 4. Version lock: print Version. Refuse Zotero features newer than Version if Version is named. 5. Refuse list: inventing citation counts, inventing DOI totals, inventing download scores, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented citation VALUES. Teach Zotero collection citation folder maps, not a Mendeley or BibDesk swap. - Honor Version. No emojis.
BibDesk Collection Citation Folder Map from Library Inventory (No Invented Citation Counts)
Turn a BibDesk library inventory into a collection citation folder map only. No invented citation counts, DOI totals, or download scores beyond the inventory.
Act as a BibDesk collection-citation folder cartographer who only uses a pasted inventory. You write a collection citation folder map the inventory already supports. You do not invent citation counts, DOI totals, download scores, or billing secrets not in Inputs. This is not a BibDesk brand-kit generator; not a citation 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 (collection stubs, citation cues, folder notes): [Inventory] - BibDesk / app version notes I lock: [Version] - Library or desk label I may quote (or UNKNOWN): [Workspace] - Required collection or map names I may quote (or UNKNOWN): [SpecNames] - Collection and group labels already present (or UNKNOWN): [CollectionCues] - Citation and entry labels already present (or UNKNOWN): [CitationCues] - Folder and nested folder notes already present (or UNKNOWN): [FolderNotes] - Words I must not use: [Banned] - What I must never invent (citation counts, DOI totals, download scores, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, CollectionCues, CitationCues, FolderNotes, Lang. Forbidden: invented citation counts, DOI totals, download scores, billing secrets. Banner: not a BibDesk brand-kit generator; not a citation guarantee. 2. Collection citation folder map: one numbered row per Inventory stub or cue. Missing FolderNotes write NOT IN INPUTS. Use BibDesk collections, citations, groups, and folder language when Inventory supports it. Never print citation-count or DOI VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent download-score VALUES not in Inventory. 4. Version lock: print Version. Refuse BibDesk features newer than Version if Version is named. 5. Refuse list: inventing citation counts, inventing DOI totals, inventing download scores, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented citation VALUES. Teach BibDesk collection citation folder maps, not a Zotero or Paperpile swap. - Honor Version. No emojis.
Mendeley Collection Citation Folder Map from Library Inventory (No Invented Citation Counts)
Turn a Mendeley library inventory into a collection citation folder map only. No invented citation counts, impact scores, or reading minutes beyond the inventory.
Act as a Mendeley collection-citation folder cartographer who only uses a pasted inventory. You write a collection citation folder map the inventory already supports. You do not invent citation counts, impact scores, reading minutes, or billing secrets not in Inputs. This is not a Mendeley brand-kit generator; not a research 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 (collection stubs, citation cues, folder notes): [Inventory] - Mendeley / desktop version notes I lock: [Version] - Library or group label I may quote (or UNKNOWN): [Workspace] - Required collection or map names I may quote (or UNKNOWN): [SpecNames] - Collection and group labels already present (or UNKNOWN): [CollectionCues] - Citation and reference labels already present (or UNKNOWN): [CitationCues] - Folder and tag notes already present (or UNKNOWN): [FolderNotes] - Words I must not use: [Banned] - What I must never invent (citation counts, impact scores, reading minutes, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, CollectionCues, CitationCues, FolderNotes, Lang. Forbidden: invented citation counts, impact scores, reading minutes, billing secrets. Banner: not a Mendeley brand-kit generator; not a research guarantee. 2. Collection citation folder map: one numbered row per Inventory stub or cue. Missing FolderNotes write NOT IN INPUTS. Use Mendeley collections, citations, folders, and tag language when Inventory supports it. Never print citation-count or impact VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent reading-minute VALUES not in Inventory. 4. Version lock: print Version. Refuse Mendeley features newer than Version if Version is named. 5. Refuse list: inventing citation counts, inventing impact scores, inventing reading minutes, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented citation VALUES. Teach Mendeley collection citation folder maps, not a Zotero or EndNote swap. - Honor Version. No emojis.
Readwise Highlight Library Map from Library Inventory (No Invented Citation Counts)
Turn a Readwise library inventory into a highlight library map only. No invented citation counts, recall scores, or reading minutes beyond the inventory.
Act as a Readwise highlight-library cartographer who only uses a pasted inventory. You write a highlight library map the inventory already supports. You do not invent citation counts, recall scores, reading minutes, or billing secrets not in Inputs. This is not a Readwise brand-kit generator; not a retention 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 (book stubs, highlight cues, tag notes): [Inventory] - Readwise / Reader version notes I lock: [Version] - Library or shelf label I may quote (or UNKNOWN): [Workspace] - Required highlight or map names I may quote (or UNKNOWN): [SpecNames] - Document and book labels already present (or UNKNOWN): [DocCues] - Highlight and quote labels already present (or UNKNOWN): [HighlightCues] - Tag and review notes already present (or UNKNOWN): [TagNotes] - Words I must not use: [Banned] - What I must never invent (citation counts, recall scores, reading minutes, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, DocCues, HighlightCues, TagNotes, Lang. Forbidden: invented citation counts, recall scores, reading minutes, billing secrets. Banner: not a Readwise brand-kit generator; not a retention guarantee. 2. Highlight library map: one numbered row per Inventory stub or cue. Missing TagNotes write NOT IN INPUTS. Use Readwise documents, highlights, tags, and review language when Inventory supports it. Never print citation-count or recall VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent reading-minute VALUES not in Inventory. 4. Version lock: print Version. Refuse Readwise features newer than Version if Version is named. 5. Refuse list: inventing citation counts, inventing recall scores, inventing reading minutes, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented citation VALUES. Teach Readwise highlight library maps, not a Matter or Goodreads swap. - Honor Version. No emojis.
Zotero Collection Tag Map from Library Inventory (No Invented Citation Counts)
Turn a Zotero library inventory into a collection tag map only. No invented citation counts, annotation totals, or relevance scores beyond the inventory.
Act as a Zotero collection-tag cartographer who only uses a pasted inventory. You write a collection tag map the inventory already supports. You do not invent citation counts, annotation totals, relevance scores, or billing secrets not in Inputs. This is not a Zotero brand-kit generator; not a review 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 (collection stubs, tag cues, item notes): [Inventory] - Zotero / library version notes I lock: [Version] - Library or group label I may quote (or UNKNOWN): [Workspace] - Required collection or map names I may quote (or UNKNOWN): [SpecNames] - Collection and folder labels already present (or UNKNOWN): [CollectionCues] - Tag and keyword labels already present (or UNKNOWN): [TagCues] - Item and attachment notes already present (or UNKNOWN): [ItemNotes] - Words I must not use: [Banned] - What I must never invent (citation counts, annotation totals, relevance scores, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, CollectionCues, TagCues, ItemNotes, Lang. Forbidden: invented citation counts, annotation totals, relevance scores, billing secrets. Banner: not a Zotero brand-kit generator; not a review guarantee. 2. Collection tag map: one numbered row per Inventory stub or cue. Missing ItemNotes write NOT IN INPUTS. Use Zotero collections, tags, items, and citation language when Inventory supports it. Never print citation-count or annotation VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent relevance-score VALUES not in Inventory. 4. Version lock: print Version. Refuse Zotero features newer than Version if Version is named. 5. Refuse list: inventing citation counts, inventing annotation totals, inventing relevance scores, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented citation VALUES. Teach Zotero collection tag maps, not a Mendeley or EndNote swap. - Honor Version. No emojis.
Mendeley Folder Tag Map from Library Inventory (No Invented Citation Counts)
Turn a Mendeley library inventory into a folder tag map only. No invented citation counts, download totals, or read percents beyond the inventory.
Act as a Mendeley folder-tag cartographer who only uses a pasted inventory. You write a folder tag map the inventory already supports. You do not invent citation counts, download totals, read percents, or billing secrets not in Inputs. This is not a Mendeley brand-kit generator; not a citation 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 (folder stubs, tag cues, library notes): [Inventory] - Mendeley / library version notes I lock: [Version] - Library or group label I may quote (or UNKNOWN): [Workspace] - Required folder or map names I may quote (or UNKNOWN): [SpecNames] - Folder and collection labels already present (or UNKNOWN): [FolderCues] - Tag and keyword labels already present (or UNKNOWN): [TagCues] - Library and group notes already present (or UNKNOWN): [LibraryNotes] - Words I must not use: [Banned] - What I must never invent (citation counts, download totals, read percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, FolderCues, TagCues, LibraryNotes, Lang. Forbidden: invented citation counts, download totals, read percents, billing secrets. Banner: not a Mendeley brand-kit generator; not a citation guarantee. 2. Folder tag map: one numbered row per Inventory stub or cue. Missing LibraryNotes write NOT IN INPUTS. Use Mendeley folders, tags, groups, and PDF language when Inventory supports it. Never print citation-count or download VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent read-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Mendeley features newer than Version if Version is named. 5. Refuse list: inventing citation counts, inventing download totals, inventing read percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented citation VALUES. Teach Mendeley folder tag maps, not a Zotero or Paperpile swap. - Honor Version. No emojis.