| { |
| "user_id": "u020", |
| "profile": { |
| "name": "Liam Chen-Murphy", |
| "summary": "Liam is a startup founder in Portland with investor backing, volatile workweeks, and a loft filled with notebooks and prototypes. He rides an e-bike, reads product strategy books, and hosts small gatherings with other founders. He calls his divorced parents often, tracks runway obsessively, and keeps a shelf of half-finished puzzle boxes.", |
| "demographics": { |
| "age_range": "30-35", |
| "location": "Portland, OR, USA" |
| } |
| }, |
| "memories": [ |
| { |
| "memory_id": "u020_cmrt_01", |
| "source_domain": "health", |
| "type": "CMRT", |
| "content": "When a trainer adds a new gym circuit, I like seeing the stations and the order before the timer starts. If I\u2019m sent straight to the first station, I spend the first round catching up.", |
| "inferred_memory": "Liam does better with new activities when he can review the setup and sequence before starting.", |
| "timestamp": "2026-01-05T18:12:00Z" |
| }, |
| { |
| "memory_id": "u020_cmrt_02", |
| "source_domain": "financial", |
| "type": "CMRT", |
| "content": "When I review runway, I open one month and stay with it until I understand the line items; hopping across all twelve tabs makes everything blur.", |
| "inferred_memory": "Liam tends to handle multi-part reviews by focusing on one segment before moving to the next.", |
| "timestamp": "2026-01-07T16:40:00Z" |
| }, |
| { |
| "memory_id": "u020_cmrt_03", |
| "source_domain": "education", |
| "type": "CMRT", |
| "content": "When I read product strategy chapters, I remember the examples I debate out loud in a small group; silent solo reading disappears by the next week.", |
| "inferred_memory": "Liam retains material better when he can discuss it in a small group rather than working through it silently alone.", |
| "timestamp": "2026-01-09T20:05:00Z" |
| }, |
| { |
| "memory_id": "u020_cmrt_04", |
| "source_domain": "financial", |
| "type": "CMRT", |
| "content": "When I compare vendor proposals, I spread the one-page summaries on my desk and circle notes; flipping between browser tabs is where I lose track of the differences.", |
| "inferred_memory": "Liam processes comparison-heavy information better when he can work with physical pages rather than switching among digital tabs.", |
| "timestamp": "2026-01-11T15:30:00Z" |
| }, |
| { |
| "memory_id": "u020_cmrt_05", |
| "source_domain": "food_dining", |
| "type": "CMRT", |
| "content": "When I\u2019m choosing a table for a group dinner, I first ask if anyone has one place they absolutely can\u2019t do; if I start with everyone\u2019s top picks, the thread sprawls.", |
| "inferred_memory": "Liam handles group decisions by identifying constraints before collecting preferred options.", |
| "timestamp": "2026-01-13T19:50:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_01a", |
| "source_domain": "financial", |
| "type": "DCA", |
| "content": "For conferences this quarter, I\u2019m trying not to let lodging swallow the operating budget; full-price rooms are the line item I keep circling.", |
| "inferred_memory": "Liam is limiting conference lodging spending because full-price rooms pressure his operating budget.", |
| "timestamp": "2026-02-01T14:10:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_01b", |
| "source_domain": "travel", |
| "type": "DCA", |
| "content": "At founder events, I only keep up with the useful side conversations when I\u2019m staying inside the conference block; crossing town makes me skip the lobby stuff.", |
| "inferred_memory": "Liam values staying in the conference lodging block because it helps him participate in informal networking.", |
| "timestamp": "2026-02-01T14:12:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_02a", |
| "source_domain": "education", |
| "type": "DCA", |
| "content": "When I ask founders to review a deck, I want them to point at weak claims directly; soft general reactions don\u2019t help me revise.", |
| "inferred_memory": "Liam wants direct critical feedback on weak claims when seeking deck review.", |
| "timestamp": "2026-02-03T18:15:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_02b", |
| "source_domain": "food_dining", |
| "type": "DCA", |
| "content": "At dinners I host, I avoid putting one guest under a spotlight; if the table turns into a cross-exam, people get quiet.", |
| "inferred_memory": "Liam wants hosted dinners to avoid spotlighting or cross-examining a guest.", |
| "timestamp": "2026-02-03T18:18:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_03a", |
| "source_domain": "financial", |
| "type": "DCA", |
| "content": "For expenses, I only keep the system current when it captures merchant names and totals automatically from receipts; keying those fields in myself is where the backlog starts.", |
| "inferred_memory": "Liam needs expense tracking to capture merchant and total details automatically rather than relying on manual entry.", |
| "timestamp": "2026-02-05T16:25:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_03b", |
| "source_domain": "education", |
| "type": "DCA", |
| "content": "I don\u2019t connect my main email account to new work or school apps, even when it would make importing materials easier; there\u2019s too much sensitive correspondence in there.", |
| "inferred_memory": "Liam avoids granting new work or school apps access to his main email account, even for easier importing.", |
| "timestamp": "2026-02-05T16:28:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_04a", |
| "source_domain": "health", |
| "type": "DCA", |
| "content": "Jump-heavy workouts leave my ankles sore the next day; burpees and box jumps are the moves I regret.", |
| "inferred_memory": "Liam should avoid jump-heavy or high-impact workouts because they aggravate his ankles.", |
| "timestamp": "2026-02-07T17:20:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_04b", |
| "source_domain": "travel", |
| "type": "DCA", |
| "content": "When I pack workout clothes on a trip, I want a session that gets my heart rate up; a slow stretch routine doesn\u2019t feel worth the extra laundry.", |
| "inferred_memory": "Liam wants travel workouts to provide meaningful cardio intensity.", |
| "timestamp": "2026-02-07T17:23:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_05a", |
| "source_domain": "food_dining", |
| "type": "DCA", |
| "content": "The Thursday founder dinner keeps my network warm; if I stop hosting it, the follow-up messages fade out.", |
| "inferred_memory": "Liam values maintaining his Thursday founder dinner because it supports his network.", |
| "timestamp": "2026-02-09T19:05:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_05b", |
| "source_domain": "financial", |
| "type": "DCA", |
| "content": "I can\u2019t keep covering restaurant tabs for a group; those dinner receipts push the monthly cap fastest.", |
| "inferred_memory": "Liam needs to reduce the cost of hosting group dinners, especially restaurant tabs.", |
| "timestamp": "2026-02-09T19:07:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_06a", |
| "source_domain": "travel", |
| "type": "DCA", |
| "content": "For nearby work trips, I take the flight because it gets me there before lunch; losing half the day in transit throws off the whole visit.", |
| "inferred_memory": "Liam prioritizes arriving early enough for nearby work trips to preserve the usable day.", |
| "timestamp": "2026-02-11T13:40:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_06b", |
| "source_domain": "education", |
| "type": "DCA", |
| "content": "For short routes with a rail option, I don\u2019t want to fly; those quick hops feel like the wrong environmental tradeoff.", |
| "inferred_memory": "Liam wants to avoid short flights when a rail alternative exists because of environmental concerns.", |
| "timestamp": "2026-02-11T13:42:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_07a", |
| "source_domain": "education", |
| "type": "DCA", |
| "content": "When I explain startup news, I want everyone hearing the same wording; if I retell it from memory, the details drift.", |
| "inferred_memory": "Liam prefers using a single consistent wording for important startup updates.", |
| "timestamp": "2026-02-13T20:30:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_07b", |
| "source_domain": "travel", |
| "type": "DCA", |
| "content": "My parents need separate calls; if I put them together, the conversation turns into divorce logistics.", |
| "inferred_memory": "Liam avoids joint calls with his divorced parents and prefers separate calls with them.", |
| "timestamp": "2026-02-13T20:33:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_08a", |
| "source_domain": "education", |
| "type": "DCA", |
| "content": "For technical material, I need live back-and-forth; prerecorded lessons don\u2019t keep me honest when the code gets weird.", |
| "inferred_memory": "Liam learns technical material better with live interaction than with prerecorded lessons.", |
| "timestamp": "2026-02-15T18:55:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_08b", |
| "source_domain": "financial", |
| "type": "DCA", |
| "content": "My investor calls move with almost no notice, so fixed weekly course sessions become wasted fees when I miss them.", |
| "inferred_memory": "Liam needs course commitments that can tolerate schedule volatility without wasting fees.", |
| "timestamp": "2026-02-15T18:58:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_09a", |
| "source_domain": "financial", |
| "type": "DCA", |
| "content": "Before a test proves the shape, I avoid paying for custom prototype parts; custom fabrication is where the budget disappears.", |
| "inferred_memory": "Liam wants to avoid custom prototype fabrication until a shape has been validated.", |
| "timestamp": "2026-02-17T15:10:00Z" |
| }, |
| { |
| "memory_id": "u020_dca_09b", |
| "source_domain": "education", |
| "type": "DCA", |
| "content": "In user tests, a flimsy mockup gives me bad notes; people need something they can hold like the real object.", |
| "inferred_memory": "Liam needs user-test prototypes to have a realistic handheld feel rather than feeling flimsy.", |
| "timestamp": "2026-02-17T15:13:00Z" |
| } |
| ], |
| "questions": [ |
| { |
| "question_id": "u020_q001", |
| "task_type": "CMRT", |
| "answer_type": "MCQ", |
| "target_domain": "education", |
| "question": "Liam is choosing one support option for a new course. Which should the education agent suggest?", |
| "options": { |
| "A": "A first-week instructor Q&A session", |
| "B": "A first-week course calendar planning session", |
| "C": "A first-week peer study session", |
| "D": "A first-week practice quiz session" |
| }, |
| "correct_answer": "B", |
| "eval_memory_ids": [ |
| "u020_cmrt_01" |
| ] |
| }, |
| { |
| "question_id": "u020_q002", |
| "task_type": "CMRT", |
| "answer_type": "MCQ", |
| "target_domain": "food_dining", |
| "question": "Liam is choosing a tasting format. Which format should the food and dining agent suggest?", |
| "options": { |
| "A": "A tray with all samples at once", |
| "B": "A guided flight served one item at a time", |
| "C": "A self-serve station rotation", |
| "D": "A paired small-plates board" |
| }, |
| "correct_answer": "B", |
| "eval_memory_ids": [ |
| "u020_cmrt_02" |
| ] |
| }, |
| { |
| "question_id": "u020_q003", |
| "task_type": "CMRT", |
| "answer_type": "MCQ", |
| "target_domain": "travel", |
| "question": "Liam wants an activity during a spare afternoon in another city. Which option should the travel agent suggest?", |
| "options": { |
| "A": "A solo museum audio tour", |
| "B": "A self-guided architecture route", |
| "C": "A small guided neighborhood walk", |
| "D": "A reserved reading room visit" |
| }, |
| "correct_answer": "C", |
| "eval_memory_ids": [ |
| "u020_cmrt_03" |
| ] |
| }, |
| { |
| "question_id": "u020_q004", |
| "task_type": "CMRT", |
| "answer_type": "MCQ", |
| "target_domain": "travel", |
| "question": "Liam is preparing materials for a multi-city work trip. Which format should the travel agent arrange?", |
| "options": { |
| "A": "A mobile itinerary app with trip details", |
| "B": "A shared online document with trip details", |
| "C": "A paper itinerary packet with trip details", |
| "D": "Calendar entries with trip details" |
| }, |
| "correct_answer": "C", |
| "eval_memory_ids": [ |
| "u020_cmrt_04" |
| ] |
| }, |
| { |
| "question_id": "u020_q005", |
| "task_type": "CMRT", |
| "answer_type": "MCQ", |
| "target_domain": "education", |
| "question": "Liam is setting up a peer review session. Which opening step should the education agent suggest?", |
| "options": { |
| "A": "Ask which draft areas should be set aside", |
| "B": "Ask which draft areas each person wants reviewed", |
| "C": "Review an example of a useful comment", |
| "D": "Assign the first response role for each draft" |
| }, |
| "correct_answer": "A", |
| "eval_memory_ids": [ |
| "u020_cmrt_05" |
| ] |
| }, |
| { |
| "question_id": "u020_q006", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "travel", |
| "question": "Which lodging choice should the travel agent recommend for Liam's conference?", |
| "options": { |
| "A": "A shared room in the conference block", |
| "B": "A private room in the conference block", |
| "C": "A studio rental across town", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "A", |
| "eval_memory_ids": [ |
| "u020_dca_01a", |
| "u020_dca_01b" |
| ] |
| }, |
| { |
| "question_id": "u020_q007", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "food_dining", |
| "question": "Liam is planning a dinner where he also wants input on a draft pitch. Which format should the food and dining agent suggest?", |
| "options": { |
| "A": "A table hot seat for one pitch at a time", |
| "B": "Anonymous note cards discussed after the meal", |
| "C": "An open dinner with no deck discussion", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "B", |
| "eval_memory_ids": [ |
| "u020_dca_02a", |
| "u020_dca_02b" |
| ] |
| }, |
| { |
| "question_id": "u020_q008", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "financial", |
| "question": "Which expense setup should the financial agent suggest for Liam?", |
| "options": { |
| "A": "A MailSync receipt importer", |
| "B": "A CSV ledger template", |
| "C": "A Level-3 corporate card feed", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "C", |
| "eval_memory_ids": [ |
| "u020_dca_03a", |
| "u020_dca_03b" |
| ] |
| }, |
| { |
| "question_id": "u020_q009", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "health", |
| "question": "Which hotel workout should the health agent recommend for Liam?", |
| "options": { |
| "A": "Stationary bike intervals", |
| "B": "A jump-rope circuit", |
| "C": "A floor stretching video", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "A", |
| "eval_memory_ids": [ |
| "u020_dca_04a", |
| "u020_dca_04b" |
| ] |
| }, |
| { |
| "question_id": "u020_q010", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "food_dining", |
| "question": "Which Thursday gathering should the food and dining agent suggest for Liam?", |
| "options": { |
| "A": "A restaurant reservation with Liam covering the table", |
| "B": "A bring-a-dish dinner at Liam's loft", |
| "C": "A skipped dinner with a short email update", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "B", |
| "eval_memory_ids": [ |
| "u020_dca_05a", |
| "u020_dca_05b" |
| ] |
| }, |
| { |
| "question_id": "u020_q011", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "travel", |
| "question": "Which nearby work-trip plan should the travel agent suggest for Liam?", |
| "options": { |
| "A": "A same-morning flight", |
| "B": "A daytime train arriving late afternoon", |
| "C": "An evening train the night before", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "C", |
| "eval_memory_ids": [ |
| "u020_dca_06a", |
| "u020_dca_06b" |
| ] |
| }, |
| { |
| "question_id": "u020_q012", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "education", |
| "question": "How should the education agent suggest Liam share a startup update with his parents?", |
| "options": { |
| "A": "One written note followed by two separate calls", |
| "B": "One joint video call with both parents", |
| "C": "Two separate unscripted calls", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "A", |
| "eval_memory_ids": [ |
| "u020_dca_07a", |
| "u020_dca_07b" |
| ] |
| }, |
| { |
| "question_id": "u020_q013", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "education", |
| "question": "Which technical course format should the education agent suggest for Liam?", |
| "options": { |
| "A": "A fixed weekly live cohort", |
| "B": "A drop-in live workshop pass", |
| "C": "A fully recorded course library", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "B", |
| "eval_memory_ids": [ |
| "u020_dca_08a", |
| "u020_dca_08b" |
| ] |
| }, |
| { |
| "question_id": "u020_q014", |
| "task_type": "DCA", |
| "answer_type": "MCQ", |
| "target_domain": "financial", |
| "question": "Which prototype test setup should the financial agent suggest for Liam?", |
| "options": { |
| "A": "A custom-machined sample", |
| "B": "A foam-board mockup", |
| "C": "An off-the-shelf enclosure with removable weights", |
| "D": "Need more information about the user's preferences" |
| }, |
| "correct_answer": "C", |
| "eval_memory_ids": [ |
| "u020_dca_09a", |
| "u020_dca_09b" |
| ] |
| } |
| ] |
| } |
|
|
