Datasets:
| {"state": "Why is my gateway restarting?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "diagnose"}, "src": "drill", "id": "drill-0"} | |
| {"state": "How does our gateway routing work?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "drill", "id": "drill-1"} | |
| {"state": "Book me a table for four, Saturday 8pm.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "drill", "id": "drill-2"} | |
| {"state": "We're out of laundry detergent.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "drill", "id": "drill-3"} | |
| {"state": "Plan the Bali trip for December.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "drill", "id": "drill-4"} | |
| {"state": "Is Bali worth visiting in December?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "research"}, "src": "drill", "id": "drill-5"} | |
| {"state": "Renew my passport.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "drill", "id": "drill-6"} | |
| {"state": "What does renewing a passport require?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "drill", "id": "drill-7"} | |
| {"state": "Write a cover letter for the Stripe job.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "produce"}, "src": "drill", "id": "drill-8"} | |
| {"state": "Research whether I should switch to a MacBook.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "research"}, "src": "drill", "id": "drill-9"} | |
| {"state": "My flight just got cancelled and I fly tomorrow.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "stabilize"}, "src": "drill", "id": "drill-10"} | |
| {"state": "Remind me to renew my passport in June.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "drill", "id": "drill-11"} | |
| {"state": "Teach me Spanish.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "learn"}, "src": "drill", "id": "drill-12"} | |
| {"state": "Explain how TLS works.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "drill", "id": "drill-13"} | |
| {"state": "Review how my budget is doing this month.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "drill", "id": "drill-14"} | |
| {"state": "How much did I spend on food last month?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "drill", "id": "drill-15"} | |
| {"state": "I'm feeling really anxious about this move.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "companion"}, "src": "drill", "id": "drill-16"} | |
| {"state": "I'm annoyed today \u2014 anyway, book the table.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "drill", "id": "drill-17"} | |
| {"state": "Build me a spending dashboard.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "produce"}, "src": "drill", "id": "drill-18"} | |
| {"state": "Why have I been so tired lately?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "diagnose"}, "src": "drill", "id": "drill-19"} | |
| {"state": "Compare the top three EV lease deals.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "research"}, "src": "drill", "id": "drill-20"} | |
| {"state": "Sign me up for the best EV lease deal you find.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "drill", "id": "drill-21"} | |
| {"state": "Make me a workout plan.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "produce"}, "src": "drill", "id": "drill-22"} | |
| {"state": "Earlier request: Shall I book the table for 8pm?\nNew request: Do it.", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "drill", "id": "drill-23"} | |
| {"state": "Can you help me stick to spending no more than 250 bucks on eating out every month?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-0"} | |
| {"state": "I'd love to be down to 70 kilos by the summer", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-1"} | |
| {"state": "Please start tracking how many hours I sleep and aim for seven", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-2"} | |
| {"state": "Make it a habit for me to read before bed", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-3"} | |
| {"state": "Change the cap on my coffee spending to 60 dollars", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-4"} | |
| {"state": "Get rid of the stretching routine, I never do it", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-5"} | |
| {"state": "I'd like my grocery bill not to go over $600 each month", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-6"} | |
| {"state": "Set me up so I save $300 every month toward the trip", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-7"} | |
| {"state": "Earlier request: I want to keep shopping under $400 a month\nNew request: yes please", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-8"} | |
| {"state": "Earlier request: help me run a half marathon by October\nNew request: three days a week", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-9"} | |
| {"state": "Earlier request: cap my fuel spending at $150\nNew request: All", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-10"} | |
| {"state": "How much did I put toward groceries in May?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "lf-eval", "id": "lfe-11"} | |
| {"state": "What's left of my entertainment allowance this month?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "lf-eval", "id": "lfe-12"} | |
| {"state": "Ping me tomorrow to call the landlord", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "lf-eval", "id": "lfe-13"} | |
| {"state": "I just did 40 pushups", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "lf-eval", "id": "lfe-14"} | |
| {"state": "Do I have a goal about running?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "lf-eval", "id": "lfe-15"} | |
| {"state": "Earlier request: how much did I spend on dining last month?\nNew request: and the month before?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "lf-eval", "id": "lfe-16"} | |
| {"state": "Why did my electricity spending jump so much in July?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "diagnose"}, "src": "lf-eval", "id": "lfe-17"} | |
| {"state": "Something's off, my transport costs are way higher than usual", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "diagnose"}, "src": "lf-eval", "id": "lfe-18"} | |
| {"state": "Give me a thorough review of where my money went this year and what I should change", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "research"}, "src": "lf-eval", "id": "lfe-19"} | |
| {"state": "Compare what I pay for streaming against what similar households spend", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "research"}, "src": "lf-eval", "id": "lfe-20"} | |
| {"state": "Pay off the remaining balance on my visa card", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "lf-eval", "id": "lfe-21"} | |
| {"state": "Move $1,000 from checking into my savings account", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "transact"}, "src": "lf-eval", "id": "lfe-22"} | |
| {"state": "Draft a spreadsheet I can use to split rent with my roommates", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "produce"}, "src": "lf-eval", "id": "lfe-23"} | |
| {"state": "Teach me the basics of investing, a bit at a time", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "learn"}, "src": "lf-eval", "id": "lfe-24"} | |
| {"state": "Someone has been charging my card all night, I need this stopped now", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "stabilize"}, "src": "lf-eval", "id": "lfe-25"} | |
| {"state": "I feel anxious every time I look at my bank account", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "companion"}, "src": "lf-eval", "id": "lfe-26"} | |
| {"state": "I keep meaning to exercise more, can you help me actually do it?", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-27"} | |
| {"state": "Don't let me overspend on clothes this quarter", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "plan"}, "src": "lf-eval", "id": "lfe-28"} | |
| {"state": "Tell me how my savings goal is coming along", "questions": {"loop": {"type": "choice", "instructions": "What does this request (or the request it continues) demand?", "criteria": {"stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.", "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.", "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.", "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.", "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.", "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.", "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.", "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.", "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter."}}}, "expected": {"loop": "conversation"}, "src": "lf-eval", "id": "lfe-29"} | |