pantrypersona.com

Use this when the user adds to their shopping list, marks items bought, clears items, sets up staples, or exports to Instacart.

Use this when the user corrects their pantry inventory ("I don't have X anymore", "we used the Y", "add these groceries"), or reports cooked leftovers.

Use this when the user names a specific recipe for a specific day — even with a follow-up question in the same turn, commit first, answer second.

Use this when the user wants recipe ideas, asks what to make/cook ("what's for dinner", "what can I make with X"), or asks for recipes by name, ingredient, tag, or diet (keto/vegan/low-carb/paleo — pass forDiet so diet results are grounded in saved data, not guessed).

Use this when the model needs ingredient data internally — to match pantry contents against a recipe, check availability before suggesting meals, or reason over inventory before answering.

Use this when the user pastes a recipe URL (save_urls), pastes recipe text or a photo (save), edits a recipe, rates it, generates a share link, previews a substitution ("what if I use almond milk", substitute), persists that swap as a new recipe (save_as_variant), or wants threshold-filtering ("over 800mg sodium", audit).

Use this when the user says "shop for my meals", "what do I need to buy for this week", or right after committing a new meal plan.

Use this when the user reports eating a meal — a recipe they cooked ("I made the chicken pasta", "just cooked dinner") or an ad-hoc/restaurant meal given by its macros with no recipe ("ate out, 800 cal 50g protein").

Use this when the user uploads a receipt image, types receipt items like "milk 3.99, eggs 4.50", or pastes receipt text.

Use this when the user asks "how much do I spend", "what brands do I buy", "when will I run out of X", "how am I doing this week", "am I hitting my target", or "what nutrients am I low on".

Use this when the user makes a permanent profile change, saves a planning workflow, sets/clears a daily nutrition target ("Ben's target is 2000 calories"), saves threshold filters ("sodium under 800mg"), identifies themselves ("I'm Kevin"), or deletes a profile.

Use this when the user puts a recipe into a named group — "add to Ben Approved", "throw this into favorites", "create a weeknight dinners collection" — removes one, or lists them ("pull up collections").

Use this when the user names a product preference ("I prefer [brand]", "forget my preference", "what are my brand preferences") or sets a behavioral preference about how you respond ("give me one at a time", "step at a time", "too much info", "stop reminding me about everyone's allergies", "don't show that recipe again" — pacing, info density, decision style, dietary acknowledgement, recipe exclusions).

Use this when the user says hello, asks about their household, asks about nutrition intake today ("what's my sodium today"), or starts a meal-planning session that needs the full kitchen snapshot upfront.

Use this when the user asks about their shopping list, says "going shopping", "heading to [store]", "what do I need", or "export my list", or right after manage_shopping mutates items.

Use this when the user asks about their pantry — "what's in my pantry", "what's expiring", "do I have X", "show me what I have" — or right after a pantry mutation.

Use this when the user asks to see, browse, or look at recipes ("show me my recipes", "what recipes do I have"), or right after find_recipes returns results that should be displayed.

Use this when the user asks about planned meals, what's on the schedule, what's for a specific slot today/tonight/tomorrow ("what's for dinner tonight"), or right after manage_meal_plan mutates the plan.

Use this when the user asks about household members, dietary preferences, allergies, eating rules, "who can eat what", or right after manage_profiles mutates a profile.

Use this when the user asks what to do next or seems unsure how to use the app — "what should I do next", "what's next in my kitchen", "what can I do", "what features haven't I tried", "help me get started".

Use this when the user adds to their shopping list, marks items bought, clears items, sets up staples, or exports to Instacart.

Use this when the user corrects their pantry inventory ("I don't have X anymore", "we used the Y", "add these groceries"), or reports cooked leftovers.

Use this when the user names a specific recipe for a specific day — even with a follow-up question in the same turn, commit first, answer second.

Use this when the user wants recipe ideas, asks what to make/cook ("what's for dinner", "what can I make with X"), or asks for recipes by name, ingredient, tag, or diet (keto/vegan/low-carb/paleo — pass forDiet so diet results are grounded in saved data, not guessed).

Use this when the model needs ingredient data internally — to match pantry contents against a recipe, check availability before suggesting meals, or reason over inventory before answering.

Use this when the user pastes a recipe URL (save_urls), pastes recipe text or a photo (save), edits a recipe, rates it, generates a share link, previews a substitution ("what if I use almond milk", substitute), persists that swap as a new recipe (save_as_variant), or wants threshold-filtering ("over 800mg sodium", audit).

Use this when the user says "shop for my meals", "what do I need to buy for this week", or right after committing a new meal plan.

Use this when the user reports eating a meal — a recipe they cooked ("I made the chicken pasta", "just cooked dinner") or an ad-hoc/restaurant meal given by its macros with no recipe ("ate out, 800 cal 50g protein").

Use this when the user uploads a receipt image, types receipt items like "milk 3.99, eggs 4.50", or pastes receipt text.

Use this when the user asks "how much do I spend", "what brands do I buy", "when will I run out of X", "how am I doing this week", "am I hitting my target", or "what nutrients am I low on".

Use this when the user makes a permanent profile change, saves a planning workflow, sets/clears a daily nutrition target ("Ben's target is 2000 calories"), saves threshold filters ("sodium under 800mg"), identifies themselves ("I'm Kevin"), or deletes a profile.

Use this when the user puts a recipe into a named group — "add to Ben Approved", "throw this into favorites", "create a weeknight dinners collection" — removes one, or lists them ("pull up collections").

Use this when the user names a product preference ("I prefer [brand]", "forget my preference", "what are my brand preferences") or sets a behavioral preference about how you respond ("give me one at a time", "step at a time", "too much info", "stop reminding me about everyone's allergies", "don't show that recipe again" — pacing, info density, decision style, dietary acknowledgement, recipe exclusions).

Use this when the user says hello, asks about their household, asks about nutrition intake today ("what's my sodium today"), or starts a meal-planning session that needs the full kitchen snapshot upfront.

Use this when the user asks about their shopping list, says "going shopping", "heading to [store]", "what do I need", or "export my list", or right after manage_shopping mutates items.

Use this when the user asks about their pantry — "what's in my pantry", "what's expiring", "do I have X", "show me what I have" — or right after a pantry mutation.

Use this when the user asks to see, browse, or look at recipes ("show me my recipes", "what recipes do I have"), or right after find_recipes returns results that should be displayed.

Use this when the user asks about planned meals, what's on the schedule, what's for a specific slot today/tonight/tomorrow ("what's for dinner tonight"), or right after manage_meal_plan mutates the plan.

Use this when the user asks about household members, dietary preferences, allergies, eating rules, "who can eat what", or right after manage_profiles mutates a profile.

Use this when the user asks what to do next or seems unsure how to use the app — "what should I do next", "what's next in my kitchen", "what can I do", "what features haven't I tried", "help me get started".