fetch
ChatGPTUse this after search, or when the user gives a Lingard resource URI such as lingard://learning-context/en. Fetches the full live Lingard JSON record from Firestore.
Education
Overview
Lingard Vocab brings ChatGPT into the Lingard way of learning: reading and listening to content you actually enjoy. Instead of studying disconnected flashcards, you can ask ChatGPT to build vocabulary around the real things you want to understand: books, articles, podcasts, movie and TV plots, travel plans, work topics, and everyday situations. Lingard Vocab can save polished study cards straight to your Lingard library with translations, pronunciation, part of speech, synonyms, grammar details, highlighted example sentences, and language-specific details such as German noun articles. Then you continue learning in Lingard with instant lookup, contextual translation, audio, spaced repetition, progress tracking, and sync across your devices. The app connects through scoped OAuth and only reads or updates your Lingard vocabulary when you ask.
Tools
fetch
ChatGPTUse this after search, or when the user gives a Lingard resource URI such as lingard://learning-context/en. Fetches the full live Lingard JSON record from Firestore.
lingard_add_words_to_collection
ChatGPTAdds cards to an existing Lingard collection, deduplicating by normalized word title. Pass commit=true to write. By default every AI-generated card must include all applicable useful fields except image: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it. Do not add word+translation-only cards unless the user explicitly requests sparse cards and allowIncompleteCards=true.
lingard_add_words_to_collection
ChatGPTAdds cards to an existing Lingard collection, deduplicating by normalized word title. Pass commit=true to write. By default every AI-generated card must include all applicable useful fields except image: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it. Do not add word+translation-only cards unless the user explicitly requests sparse cards and allowIncompleteCards=true.
lingard_attach_card_images
ChatGPTAttaches generated or supplied images to existing Lingard cards. This tool does not generate images from prompt alone: pass actual imageBase64, dataUri, or imageUrl. PNG, JPEG, WebP, and SVG inputs are converted to WebP and uploaded as private custom card images. Pass commit=true to write.
lingard_attach_card_images
ChatGPTAttaches generated or supplied images to existing Lingard cards. This tool does not generate images from prompt alone: pass actual imageBase64, dataUri, or imageUrl. PNG, JPEG, WebP, and SVG inputs are converted to WebP and uploaded as private custom card images. Pass commit=true to write.
lingard_commit_vocab_changes
ChatGPTCommits a previously previewed or freshly supplied Lingard vocabulary change. For AI-generated new cards, include all applicable useful fields except image by default: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it. Do not write word+translation-only cards unless allowIncompleteCards=true was explicitly requested by the user.
lingard_commit_vocab_changes
ChatGPTCommits a previously previewed or freshly supplied Lingard vocabulary change. For AI-generated new cards, include all applicable useful fields except image by default: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it. Do not write word+translation-only cards unless allowIncompleteCards=true was explicitly requested by the user.
lingard_create_vocab_collection
ChatGPTCreates a Lingard vocabulary collection, optionally with initial cards. Pass commit=true to write. By default every AI-generated card must include all applicable useful fields except image: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it. Do not create word+translation-only cards unless the user explicitly requests sparse cards and allowIncompleteCards=true.
lingard_create_vocab_collection
ChatGPTCreates a Lingard vocabulary collection, optionally with initial cards. Pass commit=true to write. By default every AI-generated card must include all applicable useful fields except image: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it. Do not create word+translation-only cards unless the user explicitly requests sparse cards and allowIncompleteCards=true.
lingard_fill_missing_card_fields
ChatGPTFills empty fields on existing Lingard cards. It never overwrites non-empty fields, except a card may use clearFields:["form"] to clear an incorrect grammatical form when the word is base/unmarked. Pass commit=true to write.
lingard_fill_missing_card_fields
ChatGPTFills empty fields on existing Lingard cards. It never overwrites non-empty fields, except a card may use clearFields:["form"] to clear an incorrect grammatical form when the word is base/unmarked. Pass commit=true to write.
lingard_get_collection_gaps
ChatGPTReturns live Lingard cards in a collection that are missing requested fields such as translation, POS, pronunciation, examples, or image. Use before filling missing fields.
lingard_get_collection_gaps
ChatGPTReturns live Lingard cards in a collection that are missing requested fields such as translation, POS, pronunciation, examples, or image. Use before filling missing fields.
lingard_get_learning_context
ChatGPTCall this first whenever the user asks for their current Lingard learning context, English profile, vocabulary totals, saved collections, collection titles, card counts, or missing-field stats. Reads live Lingard Firestore data; do not answer from memory or generic Lingard history.
lingard_get_learning_context
ChatGPTCall this first whenever the user asks for their current Lingard learning context, English profile, vocabulary totals, saved collections, collection titles, card counts, or missing-field stats. Reads live Lingard Firestore data; do not answer from memory or generic Lingard history.
lingard_get_vocab_collection
ChatGPTReturns live cards from one Lingard vocabulary collection by UUID or title. Use this when the user asks what words/cards are in a specific Lingard collection.
lingard_get_vocab_collection
ChatGPTReturns live cards from one Lingard vocabulary collection by UUID or title. Use this when the user asks what words/cards are in a specific Lingard collection.
lingard_get_word_suggestion_context
ChatGPTReturns live Lingard profile level, topic, collection context, and existing words so the calling AI can suggest level-appropriate new cards without duplicates.
lingard_get_word_suggestion_context
ChatGPTReturns live Lingard profile level, topic, collection context, and existing words so the calling AI can suggest level-appropriate new cards without duplicates.
lingard_preview_vocab_changes
ChatGPTPreviews a Lingard vocabulary collection/card change without writing to Firestore. For AI-generated new cards, include all applicable useful fields except image by default: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it.
lingard_preview_vocab_changes
ChatGPTPreviews a Lingard vocabulary collection/card change without writing to Firestore. For AI-generated new cards, include all applicable useful fields except image by default: title, translate, pos, pron/ipa, syns, and examples with translations. For German/Romance nouns, include the dictionary article in title/word when needed, e.g. der Hund, die Reise, das Haus. Example text and example translation must highlight the target word/translated word with {}. form is not part of speech; use it only for the current inflected-form category, otherwise omit/null it.
search
ChatGPTUse this when the user asks about their Lingard vocabulary, learning context, English profile, totals, collection titles, saved words, flashcards, or missing vocabulary fields. Returns live Lingard Firestore results; do not use generic memory or personal context instead.
search
ChatGPTUse this when the user asks about their Lingard vocabulary, learning context, English profile, totals, collection titles, saved words, flashcards, or missing vocabulary fields. Returns live Lingard Firestore results; do not use generic memory or personal context instead.
Capabilities
Writes
