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Split (2)

train

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
pair_id: string
prompt: string
pair_type: string
item_a_id: string
item_b_id: string
chosen: string
rejected: string
completion: string
label: bool
to
{'prompt': Value('string'), 'completion': Value('string'), 'label': Value('bool')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              pair_id: string
              prompt: string
              pair_type: string
              item_a_id: string
              item_b_id: string
              chosen: string
              rejected: string
              completion: string
              label: bool
              to
              {'prompt': Value('string'), 'completion': Value('string'), 'label': Value('bool')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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prompt string	completion string	label bool
Show me my Canvas planner items — I want to review everything I've noted for myself before planning this week.	<\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:7,include_submitted:false}<tool_call\|> Your Canvas planner has 3 notes: (1) CS 3114 P4 BST implementation — start today (due May 6, 125pts); (2) CS 3704 final presentation slides draft — due tomo...	true
I have a packed week. Can you help me decide what to tackle first using your priority analysis?	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'System Programming Project', 'urgency': 0.98}, {'id': 'Digital Design Lab', 'urgency': 0.85}, {'id': 'OS Assignment', 'urgency': 0.7}, {'id': 'Probability HW', 'urgency': 0.65}, {'id': 'Forum Participatio...	true
Show me my Canvas planner items — I want to review everything I've noted for myself before planning this week.	<\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:7,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.list_planner_items{}<tool_call\|> Your Canvas planner has 3 notes: (1) CS 3114 P4 BST implementation — start today (due May 6, 125pts); (2) CS 3704 final presentation slides draft — due tomo...	false
Help me prepare for my MATH3124 midterm on 2026-05-14. I have 12 days.	<\|tool_call>call:canvas.get_assignments{course_id:12303,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-14T09:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:90}<tool_call\|> <\|tool_call>call:calen...	true
I want to prioritize what to study this weekend — can you check my grades and figure out where I'm most at risk?	<\|tool_call>call:canvas.get_grades{course_id:null}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:5040}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:5040,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas...	false
Check the CS 3704 syllabus for me — I want to confirm the attendance policy and what the final deliverables are.	<\|tool_call>call:canvas.get_syllabus{course_id:3704}<tool_call\|> CS 3704 attendance policy: 3 unexcused absences drops your final grade — track them carefully. Final deliverables: Sprint 3 (100pts, Apr 30) and Final Presentation (100pts, May 14). Peer evaluations count 15% of sprint grades — coordinate with your team b...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'CS4104 Design Doc', 'due_at': '2026-05-04T23:59:00Z', 'credit_hours': 4, 'points': 100}, {'id': 'ECE4624 HW 5', 'due_at': '2026-05-05T23:59:00Z', 'credit_hours': 3, 'points': 40}, {'id': 'STAT4705 Reading...	true
Pull up the syllabus for CS 3114 — I want to know the grading breakdown and what's still due.	<\|tool_call>call:canvas.get_syllabus{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:21,include_submitted:false}<tool_call\|> CS 3114 syllabus: total graded work is 550pts (P1-P4 + Final Exam). Still pending: P4 (125pts, May 6) and Final Exam (200pts, May 13) = 325pts rema...	true
Show me everything due in the next 14 days sorted by course so I can triage my workload.	<\|tool_call>call:canvas.list_courses{active_only:true}<tool_call\|> <\|tool_call>call:canvas.get_assignments{horizon_days:14}<tool_call\|>	false
I have a major project for PSYC2014 due at the end of the semester (2026-06-15) and no other midterm. Can you help me plan how to work on it across the next 6 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12304,horizon_days:49}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-06-15T23:59:00Z<\|"\|>,credit_hours:3,remaining_weeks:6}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-07<\|"\|>,duration_minutes:180}<tool_call\|> <...	true
Help me prepare for my MATH3124 midterm on 2026-05-14. I have 12 days.	<\|tool_call>call:canvas.get_assignments{course_id:12303,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-14T09:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:90}<tool_call\|> <\|tool_call>call:calen...	true
I have a major project for ECE4525 due at the end of the semester (2026-06-14) and no other midterm. Can you help me plan how to work on it across the next 6 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12302,horizon_days:49}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-06-14T23:59:00Z<\|"\|>,credit_hours:3,remaining_weeks:6}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-06<\|"\|>,duration_minutes:180}<tool_call\|> <...	true
I need to reschedule my CS 3114 study block — I have a conflict tomorrow afternoon. Can you move it and also adjust the follow-up review session?	<\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:5,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:calendar.modify_event{event_id:<\|"\|>evt_a101s1<\|"\|>,start_iso:<\|"\|>2026-05-05T10:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-05T11:30:00Z<\|"\|>}<tool_call\|> <\|tool_call>call:canvas.get_assignments{c...	false
I have two midterms coming up: CS4234 on 2026-05-13 and STAT3704 on 2026-05-16. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12314,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12313,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-13T14:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	false
I have a major project for CS3704 due at the end of the semester (2026-06-14) and no other midterm. Can you help me plan how to work on it across the next 6 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12301,horizon_days:49}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-06-14T23:59:00Z<\|"\|>,credit_hours:3,remaining_weeks:6}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-05<\|"\|>,duration_minutes:180}<tool_call\|> <...	true
I have two midterms coming up: ECE4534 on 2026-05-14 and CS3114 on 2026-05-15. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12316,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12315,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-14T10:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	false
Before I finalize my study plan for this week, check if there are any announcements about changed due dates or exam rescheduling.	<\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:3,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:5040,horizon_days:14,include_submitted:false}...	false
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'ECE4624 Lab Report (OVERDUE)', 'due_at': '2026-05-01T23:59:00Z', 'credit_hours': 3, 'points': 60}, {'id': 'CS4234 Project Phase 2 (OVERDUE)', 'due_at': '2026-05-02T17:00:00Z', 'credit_hours': 4, 'points':...	true
Before I finalize my study plan for this week, check if there are any announcements about changed due dates or exam rescheduling.	<\|tool_call>call:canvas.list_announcements{course_ids:[],past_days:7}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:3,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>c...	false
I have a packed week. Can you help me decide what to tackle first using your priority analysis?	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'ML Model Training Report', 'urgency': 0.95}, {'id': 'Control Systems Lab', 'urgency': 0.88}, {'id': 'Software Architecture Doc', 'urgency': 0.72}, {'id': 'Numerical Methods HW', 'urgency': 0.58}, {'id': '...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:study.exam_bracket{exam_iso:<\|"\|>2026-05-05T23:59:00Z<\|"\|>,course_credits:4}<tool_call\|> <\|tool_call>call:study.exam_bracket{exam_iso:<\|"\|>2026-05-08T23:59:00Z<\|"\|>,course_credits:4}<tool_call\|> Here's your prioritized focus list for this wee...	true
Pull up my Canvas planner — I want to sync it against my actual deadlines and see if I'm missing anything.	<\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:canvas.get_todo{horizon_days:10}<tool_call\|> Gap found: your planner has no note for CS 3704 Sprint 3 (due tomorrow, 100pts) — that's the most urgent item not in your planner. Planner covers CS 3114 P4 testing (May 5) and CS 4264 outline (tomorro...	true
I have a major project for CS3704 due at the end of the semester (2026-05-21) and no other midterm. It's a capstone project. Can you help me plan how to work on it across the next 2 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12309,horizon_days:21}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-05-21T23:59:00Z<\|"\|>,credit_hours:5,remaining_weeks:2}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:360}<tool_call\|> <...	true
I want to prioritize what to study this weekend — can you check my grades and figure out where I'm most at risk?	<\|tool_call>call:canvas.get_grades{course_id:null}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:5040}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:5040}<tool_call\|> <\|tool_call>call:canv...	false
Help me prepare for my ECE4525 midterm on 2026-05-15. I have 12 days.	<\|tool_call>call:canvas.get_assignments{course_id:12302,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-15T14:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:90}<tool_call\|> <\|tool_call>call:calen...	true
I have two midterms coming up: CS4234 on 2026-05-13 and STAT3704 on 2026-05-16. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12313,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12314,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-13T14:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	true
Build me a full end-of-semester schedule for my three remaining courses. I have 8 hours of study time available per week.	<\|tool_call>call:study.semester_schedule{semester_end_iso:<\|"\|>2026-05-15T00:00:00Z<\|"\|>,deadlines:[{'name': 'CS 3114 Project 4', 'due_iso': '2026-05-06T03:00:00Z', 'points': 125, 'credits': 3}, {'name': 'CS 3114 Final Exam', 'due_iso': '2026-05-13T14:00:00Z', 'points': 200, 'credits': 3}, {'name': 'CS 4264 Final Proje...	true
What courses am I enrolled in this semester?	<\|tool_call>call:canvas.list_courses{}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3704,horizon_days:14,include_submitted:false}<tool_call\|> You're enrolled in 4 courses this semester: CS 3704 Software Engineering Design (3cr), CS 3114 Data Structures (3cr), CS 2505 Computer Organization (3cr), CS 426...	true
I have a CS 3114 exam tomorrow and a CS 3704 project due in three days — which is more urgent right now?	<\|tool_call>call:study.exam_bracket{exam_iso:<\|"\|>2026-04-13T14:00:00Z<\|"\|>,course_credits:3}<tool_call\|> <\|tool_call>call:study.exam_bracket{exam_iso:<\|"\|>2026-04-15T23:59:00Z<\|"\|>,course_credits:3}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:60,horizon_days:1,earliest_hour:9,latest_hour:22}<too...	false
Show me everything due in the next 14 days sorted by course so I can triage my workload.	<\|tool_call>call:canvas.list_courses{active_only:true}<tool_call\|> <\|tool_call>call:canvas.get_assignments{horizon_days:14}<tool_call\|>	false
I have a major project for ECE4525 due at the end of the semester (2026-06-14) and no other midterm. Can you help me plan how to work on it across the next 6 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12302,horizon_days:49}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-06-14T23:59:00Z<\|"\|>,credit_hours:3,remaining_weeks:6}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-06<\|"\|>,duration_minutes:180}<tool_call\|> <...	true
Reschedule my CS 4264 Final Project work session from tomorrow morning to tomorrow evening — something came up.	<\|tool_call>call:calendar.modify_event{event_id:<\|"\|>evt_sem_1<\|"\|>,start_iso:<\|"\|>2026-05-08T18:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-08T20:00:00Z<\|"\|>}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:4264,horizon_days:7,include_submitted:false}<tool_call\|> CS 4264 project work session moved to tomorrow eveni...	true
My CS 3114 final is May 13. Can you create a spaced review schedule so I actually retain what I study instead of cramming?	<\|tool_call>call:study.spaced_schedule{exam_date_iso:<\|"\|>2026-05-13T14:00:00Z<\|"\|>,n_sessions:3}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:60,horizon_days:21,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:study.recommend_block_size{task_type:<\|"\|>review<\|"\|>}<tool_call\|> <\|tool_c...	false
Show me my Canvas planner items and also check my grades — I want to see where I'm behind before I plan this week.	<\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:4264,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_grades{course_id:nu...	false
I have a major project for ECE4534 due at the end of the semester (2026-05-20) and no other midterm. It's a capstone project. Can you help me plan how to work on it across the next 1 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12310,horizon_days:14}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-05-20T23:59:00Z<\|"\|>,credit_hours:5,remaining_weeks:1}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:360}<tool_call\|> <...	true
I want to read the syllabus for CS 2505 to understand what graded work is left this semester.	<\|tool_call>call:canvas.get_assignments{course_id:2505,horizon_days:25,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:2505}<tool_call\|> CS 2505 remaining: C Program 9 (20pts, Apr 24), C Program 10 (20pts, May 1), Final Exam (150pts, May 8). Total: 190pts remaining. The Final Exam is...	false
Tell me about CS 3704 — how many credits is it and who teaches it?	<\|tool_call>call:canvas.get_assignments{course_id:3704,horizon_days:30,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3704}<tool_call\|> CS 3704 Software Engineering Design: 3 credit hours, taught by Dr. Murphy, Spring 2026, 85 students. Upcoming: Sprint 3 Demo due Apr 30 (50pts) and F...	false
It's the start of the semester — can you build me a full study plan for CS 3114 and CS 3704 across the whole term so I don't fall behind?	<\|tool_call>call:study.semester_schedule{semester_end_iso:<\|"\|>2026-05-13T14:00:00Z<\|"\|>,deadlines:[{'name': 'CS 3114 Project 1', 'due_iso': '2026-02-14T03:00:00Z', 'points': 50, 'credits': 3}, {'name': 'CS 3114 Project 2', 'due_iso': '2026-03-07T03:00:00Z', 'points': 75, 'credits': 3}, {'name': 'CS 3114 Project 3', 'd...	false
Look up CS 4264 for me — I want to know the instructor and enrollment before I plan for the final.	<\|tool_call>call:canvas.get_course{course_id:4264}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:4264,horizon_days:25,include_submitted:false}<tool_call\|> <\|tool_call>call:study.semester_schedule{semester_end_iso:<\|"\|>2026-05-12T03:00:00Z<\|"\|>,deadlines:[{'name': 'Lab 8 TCP', 'due_iso': '2026-05-08T03:0...	true
I need to reschedule my CS 3114 study block — I have a conflict tomorrow afternoon. Can you move it and also adjust the follow-up review session?	<\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:3,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:calendar.modify_event{event_id:<\|"\|>evt_a101s1<\|"\|>,start_iso:<\|"\|>2026-05-05T10:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-05T11:30:00Z<\|"\|>}<tool_call\|> <\|tool_call>call:canvas.get_assignments{c...	true
I feel overwhelmed. List all my deadlines in the next 72 hours ranked by urgency.	<\|tool_call>call:canvas.get_todo{}<tool_call\|> <\|tool_call>call:canvas.get_assignments{horizon_days:3}<tool_call\|>	false
Show me my Canvas to-do list — I want to see all the planner items I've saved before I plan my week.	<\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:4264,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:study.recommend_block_size{tas...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'CS3114 OS Project', 'due_at': '2026-05-04T17:00:00Z', 'credit_hours': 3, 'points': 120}, {'id': 'CS4234 Theory HW', 'due_at': '2026-05-05T23:59:00Z', 'credit_hours': 4, 'points': 40}, {'id': 'ECE3574 Quiz...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'ECE4624 Design Project Phase 3', 'due_at': '2026-05-07T23:59:00Z', 'credit_hours': 4, 'points': 120}, {'id': 'CS4234 Algorithm Analysis', 'due_at': '2026-05-08T23:59:00Z', 'credit_hours': 4, 'points': 60}...	true
Can you pull up the syllabus for CS 9999?	<\|tool_call>call:canvas.get_syllabus{course_id:99999}<tool_call\|> <\|tool_call>call:canvas.list_courses{}<tool_call\|> I couldn't find CS 9999 in your enrolled courses. Your courses are: CS3704 (12301), ECE4525 (12302), MATH3124 (12303). Did you mean one of these?	true
I have a major project for ECE4624 due at the end of the semester (2026-07-11) and no other midterm. Can you help me plan how to work on it across the next 10 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12306,horizon_days:77}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-07-11T23:59:00Z<\|"\|>,credit_hours:4,remaining_weeks:10}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-07<\|"\|>,duration_minutes:240}<tool_call\|> ...	true
Can you schedule a CS3704 study block on May 6 at 2pm for 90 minutes?	<\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-06<\|"\|>,duration_minutes:90}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>CS3704 Study Block<\|"\|>,start_iso:<\|"\|>2026-05-06T16:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-06T17:30:00Z<\|"\|>,description:<\|"\|>Rescheduled from 14:00 due to ECE4525 Lab confl...	true
I have my STAT4705 midterm in 7 days on 2026-05-09. It's a 4-credit course. Help me build a study plan.	<\|tool_call>call:canvas.get_assignments{course_id:12307,horizon_days:10}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-09T10:00:00Z<\|"\|>,session_minutes:95,credit_hours:4}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:95}<tool_call\|> <\|tool_...	true
What's the credit weight for CS 3114? I want to know how much it affects my GPA compared to my other courses.	<\|tool_call>call:canvas.get_grades{course_id:null}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> CS 3114 is 3 credit hours — same weight as CS 3704, CS 2505, and CS 4264. All four carry equal GPA impact. Your current CS 3114 score is 72.5% (C+), so it's dragging your GPA relative to CS 2505...	false
My professor just cancelled office hours on Thursday — can you remove that block from my calendar and reschedule the study session I had planned around it?	<\|tool_call>call:calendar.list_events{start_iso:<\|"\|>2026-05-07T00:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-08T23:59:00Z<\|"\|>}<tool_call\|> <\|tool_call>call:calendar.delete_event{event_id:<\|"\|>evt_oh001<\|"\|>,reason:<\|"\|>professor cancelled office hours<\|"\|>}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,hor...	false
Am I passing all my classes? I want to see where I stand before the last few weeks of the semester.	<\|tool_call>call:canvas.get_grades{course_id:null}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3704}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:4264}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'CS3704 HW 5 (OVERDUE)', 'due_at': '2026-05-02T23:59:00Z', 'credit_hours': 4, 'points': 40}, {'id': 'ECE4525 Lab 4', 'due_at': '2026-05-04T17:00:00Z', 'credit_hours': 3, 'points': 50}, {'id': 'MATH3124 Tes...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'ECE4624 Lab Report (OVERDUE)', 'due_at': '2026-05-01T23:59:00Z', 'credit_hours': 3, 'points': 60}, {'id': 'CS4234 Project Phase 2 (OVERDUE)', 'due_at': '2026-05-02T17:00:00Z', 'credit_hours': 4, 'points':...	true
I have a major project for STAT4705 due at the end of the semester (2026-07-13) and no other midterm. Can you help me plan how to work on it across the next 10 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12307,horizon_days:77}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-07-13T23:59:00Z<\|"\|>,credit_hours:4,remaining_weeks:10}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-08<\|"\|>,duration_minutes:240}<tool_call\|> ...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'ECE4534 Circuit Design', 'due_at': '2026-05-05T23:59:00Z', 'credit_hours': 4, 'points': 70}, {'id': 'STAT3704 Data Analysis', 'due_at': '2026-05-04T23:59:00Z', 'credit_hours': 3, 'points': 50}, {'id': 'CS...	true
I have a major project for CS4104 due at the end of the semester (2026-07-12) and no other midterm. Can you help me plan how to work on it across the next 10 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12305,horizon_days:77}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-07-12T23:59:00Z<\|"\|>,credit_hours:4,remaining_weeks:10}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-06<\|"\|>,duration_minutes:240}<tool_call\|> ...	true
I have two midterms coming up: ECE3574 on 2026-05-12 and PHYS2306 on 2026-05-14. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12312,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12310,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-12T09:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	false
I have two midterms coming up: ECE4534 on 2026-05-14 and CS3114 on 2026-05-15. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12315,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12316,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-14T10:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	true
Check the announcements for CS 4264 — I heard there was something about the final project — then show me what assignments are still due.	<\|tool_call>call:canvas.list_announcements{course_ids:[4264],past_days:7}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:7,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:study.exam_bracket{exam_iso:<\|"\|>2026-05-12T03:00:00Z<\|"\|>,course_credits:3}<tool_call\|> <\|tool_call...	false
Help me prepare for my PSYC2014 midterm on 2026-05-16. I have 12 days.	<\|tool_call>call:canvas.get_assignments{course_id:12304,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-16T11:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:90}<tool_call\|> <\|tool_call>call:calen...	true
I have three different types of work this week: a reading assignment, a coding project, and exam review. How long should my study blocks be for each?	<\|tool_call>call:study.recommend_block_size{task_type:<\|"\|>reading<\|"\|>}<tool_call\|> <\|tool_call>call:study.recommend_block_size{task_type:<\|"\|>project_work<\|"\|>}<tool_call\|> <\|tool_call>call:study.recommend_block_size{task_type:<\|"\|>review<\|"\|>}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizo...	false
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'CS3704 Programming HW', 'due_at': '2026-05-04T23:59:00Z', 'credit_hours': 4, 'points': 80}, {'id': 'ECE4525 Lab Report', 'due_at': '2026-05-05T17:00:00Z', 'credit_hours': 3, 'points': 50}, {'id': 'MATH312...	true
We have 6 weeks left in the semester. Can you build me a full study schedule for CS 3114 — I want to space out the remaining work so I'm not cramming at the end?	<\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:45,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:study.seme...	true
Check my calendar this week — I want to see what I already have scheduled before I add more study blocks.	<\|tool_call>call:calendar.list_events{start_iso:<\|"\|>2026-05-04T00:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-10T23:59:00Z<\|"\|>}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:5,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call...	false
I have two midterms next week and a project due Friday. Help me figure out what to study first.	<\|tool_call>call:canvas.list_courses{active_only:true}<tool_call\|> <\|tool_call>call:calendar.list_events{start_iso:<\|"\|>2025-05-12T00:00:00Z<\|"\|>}<tool_call\|> <\|tool_call>call:canvas.get_todo{}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:<\|"\|>COURSE016<\|"\|>,horizon_days:14}<tool_call\|> <\|tool_call>cal...	false
I forgot what courses I signed up for this term. Can you list them?	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:canvas.list_courses{}<tool_call\|> Your courses this semester: CS 3704 Software Engineering (3cr), CS 3114 Data Structures (3cr), CS 2505 Computer Organization (3cr). Two items due this week: CS 3114 P3 due tomorrow (100pts) — start there; CS ...	false
I want to read the syllabus for CS 2505 to understand what graded work is left this semester.	<\|tool_call>call:canvas.get_syllabus{course_id:2505}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:2505,horizon_days:25,include_submitted:false}<tool_call\|> CS 2505 remaining: C Program 9 (20pts, Apr 24), C Program 10 (20pts, May 1), Final Exam (150pts, May 8). Total: 190pts remaining. The Final Exam is...	true
Help me prepare for my PSYC2014 midterm on 2026-05-16. I have 12 days.	<\|tool_call>call:canvas.get_assignments{course_id:12304,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-16T11:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:90}<tool_call\|> <\|tool_call>call:calen...	true
Tell me about CS 3704 — how many credits is it and who teaches it?	<\|tool_call>call:canvas.get_course{course_id:3704}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3704,horizon_days:30,include_submitted:false}<tool_call\|> CS 3704 Software Engineering Design: 3 credit hours, taught by Dr. Murphy, Spring 2026, 85 students. Upcoming: Sprint 3 Demo due Apr 30 (50pts) and F...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'CS4824 ML Experiments', 'due_at': '2026-05-06T23:59:00Z', 'credit_hours': 4, 'points': 90}, {'id': 'CS4104 Code Review', 'due_at': '2026-05-08T23:59:00Z', 'credit_hours': 4, 'points': 40}, {'id': 'MATH312...	true
I have two midterms coming up: ECE3574 on 2026-05-12 and PHYS2306 on 2026-05-14. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12312,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12310,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-12T09:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	false
Show me my Canvas planner items and also check my grades — I want to see where I'm behind before I plan this week.	<\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:canvas.get_grades{course_id:null}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:4,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:14,include_subm...	false
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'CS3704 HW 5 (OVERDUE)', 'due_at': '2026-05-02T23:59:00Z', 'credit_hours': 4, 'points': 40}, {'id': 'ECE4525 Lab 4', 'due_at': '2026-05-04T17:00:00Z', 'credit_hours': 3, 'points': 50}, {'id': 'MATH3124 Tes...	true
What courses am I enrolled in this semester? I want to see the full list before I start planning.	<\|tool_call>call:canvas.list_courses{}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:3704}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:4264}<tool_call\|> <\|tool_call>call:study.semester_schedule{semester_end_iso:<\|"\|>2026-05-14T...	true
Look up CS 4264 for me — I want to know the instructor and enrollment before I plan for the final.	<\|tool_call>call:canvas.get_assignments{course_id:4264,horizon_days:25,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:4264}<tool_call\|> <\|tool_call>call:study.semester_schedule{semester_end_iso:<\|"\|>2026-05-12T03:00:00Z<\|"\|>,deadlines:[{'name': 'Lab 8 TCP', 'due_iso': '2026-05-08T03:0...	false
I have a packed week. Can you help me decide what to tackle first using your priority analysis?	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'Algorithm Project Final', 'urgency': 0.95}, {'id': 'Circuit Analysis HW', 'urgency': 0.7}, {'id': 'Stats HW 8', 'urgency': 0.65}, {'id': 'Research Summary', 'urgency': 0.6}, {'id': 'Attendance Quiz', 'urg...	true
I have two midterms coming up: CS3704 on 2026-05-13 and MATH2114 on 2026-05-15. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12311,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12309,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-13T10:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	false
Can you schedule a CS3704 study block on May 6 at 2pm for 90 minutes?	<\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-06<\|"\|>,duration_minutes:90}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>CS3704 Study Block<\|"\|>,start_iso:<\|"\|>2026-05-06T16:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-06T17:30:00Z<\|"\|>,description:<\|"\|>Rescheduled from 14:00 due to ECE4525 Lab confl...	true
I have multiple deadlines this week and I'm feeling overwhelmed. Can you help me prioritize what to work on?	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:150}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>Work Block: Research Paper Draft<\|"\|>,start_iso:<\|"\|>2026-05-04T14:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-04T16:...	true
I have a bunch of stuff due this week and next — can you rank what I need to do by urgency and set up study blocks?	<\|tool_call>call:canvas.get_assignments{course_id:null,horizon_days:14,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:3,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:canvas.get_syll...	false
I have a major project for ECE4534 due at the end of the semester (2026-05-20) and no other midterm. It's a capstone project. Can you help me plan how to work on it across the next 1 weeks?	<\|tool_call>call:canvas.get_assignments{course_id:12310,horizon_days:14}<tool_call\|> <\|tool_call>call:study.semester_schedule{deadline_iso:<\|"\|>2026-05-20T23:59:00Z<\|"\|>,credit_hours:5,remaining_weeks:1}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:360}<tool_call\|> <...	true
I have two midterms coming up: CS4234 on 2026-05-13 and STAT3704 on 2026-05-16. Can you build me an interleaved study plan?	<\|tool_call>call:canvas.get_assignments{course_id:12314,horizon_days:14}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:12313,horizon_days:14}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-13T14:00:00Z<\|"\|>,session_minutes:90}<tool_call\|> <\|tool_call>call:study.spaced_schedule{...	false
I want to prioritize what to study this weekend — can you check my grades and figure out where I'm most at risk?	<\|tool_call>call:canvas.get_grades{course_id:null}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:5040}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:5040}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_day...	true
I have 5 deadlines this week including a quiz and a major project. Help me figure out what deserves my time.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-05<\|"\|>,duration_minutes:150}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>Work Block: Term Project Milestone 3<\|"\|>,start_iso:<\|"\|>2026-05-05T09:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-05...	true
It's the start of the semester — can you build me a full study plan for CS 3114 and CS 3704 across the whole term so I don't fall behind?	<\|tool_call>call:study.semester_schedule{semester_end_iso:<\|"\|>2026-05-13T14:00:00Z<\|"\|>,deadlines:[{'name': 'CS 3114 Project 1', 'due_iso': '2026-02-14T03:00:00Z', 'points': 50, 'credits': 3}, {'name': 'CS 3114 Project 2', 'due_iso': '2026-03-07T03:00:00Z', 'points': 75, 'credits': 3}, {'name': 'CS 3114 Project 3', 'd...	false
Plan my study schedule for the rest of the semester — I have CS 3114 Final Exam in 12 days and a 150pt project due in 8 days.	<\|tool_call>call:study.semester_schedule{semester_end_iso:<\|"\|>2026-05-15T00:00:00Z<\|"\|>,deadlines:[{'name': 'CS 4264 Final Project', 'due_iso': '2026-05-09T23:59:00Z', 'points': 150, 'credits': 3}, {'name': 'CS 3114 Final Exam', 'due_iso': '2026-05-13T14:00:00Z', 'points': 200, 'credits': 3}],weekly_hours_available:12...	true
Pull up my Canvas planner — I want to sync it against my actual deadlines and see if I'm missing anything.	<\|tool_call>call:canvas.get_todo{horizon_days:10}<tool_call\|> <\|tool_call>call:canvas.list_planner_items{}<tool_call\|> Gap found: your planner has no note for CS 3704 Sprint 3 (due tomorrow, 100pts) — that's the most urgent item not in your planner. Planner covers CS 3114 P4 testing (May 5) and CS 4264 outline (tomorro...	false
Check my calendar for the next 3 days and tell me if I have any conflicts with the study blocks I need to schedule.	<\|tool_call>call:calendar.list_events{start_iso:<\|"\|>2026-05-05T00:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-08T23:59:00Z<\|"\|>}<tool_call\|> <\|tool_call>call:canvas.get_todo{horizon_days:3}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:3,earliest_hour:9,latest_hour:22}<tool_call\|> 3-day calen...	true
Midterms start Monday. What's my exam schedule and how many days do I have left to prepare?	<\|tool_call>call:canvas.list_courses{active_only:true}<tool_call\|> <\|tool_call>call:canvas.get_assignments{horizon_days:14}<tool_call\|>	false
I have my CS 3114 final exam on May 13 and want a spaced repetition review schedule. Start it 12 days out.	<\|tool_call>call:study.spaced_schedule{exam_date_iso:<\|"\|>2026-05-13T14:00:00Z<\|"\|>,n_sessions:3}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:12,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>CS 3114 Final — spaced review 1 (9 days ou...	true
I have 5 deadlines this week including a quiz and a major project. Help me figure out what deserves my time.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:180}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>Work Block: Capstone Checkpoint 2<\|"\|>,start_iso:<\|"\|>2026-05-04T09:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-04T12...	true
What should I focus on this week? I have several things due across multiple courses.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:reranker.priority_hint{items:[{'id': 'CS3704 Final Project Checkpoint', 'due_at': '2026-05-06T23:59:00Z', 'credit_hours': 4, 'points': 100}, {'id': 'ECE4525 Lab 5', 'due_at': '2026-05-07T17:00:00Z', 'credit_hours': 3, 'points': 50}, {'id': 'M...	true
I have my CS4824 midterm in 7 days on 2026-05-10. It's a 4-credit course. Help me build a study plan.	<\|tool_call>call:canvas.get_assignments{course_id:12308,horizon_days:10}<tool_call\|> <\|tool_call>call:study.spaced_schedule{exam_iso:<\|"\|>2026-05-10T09:00:00Z<\|"\|>,session_minutes:95,credit_hours:4}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:95}<tool_call\|> <\|tool_...	true
I have 5 deadlines this week including a quiz and a major project. Help me figure out what deserves my time.	<\|tool_call>call:canvas.get_todo{horizon_days:7}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{date:<\|"\|>2026-05-04<\|"\|>,duration_minutes:180}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>Work Block: Research Prototype Demo<\|"\|>,start_iso:<\|"\|>2026-05-04T13:00:00Z<\|"\|>,end_iso:<\|"\|>2026-05-04T...	true
What's the credit weight for CS 3114? I want to know how much it affects my GPA compared to my other courses.	<\|tool_call>call:canvas.get_grades{course_id:null}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> CS 3114 is 3 credit hours — same weight as CS 3704, CS 2505, and CS 4264. All four carry equal GPA impact. Your current CS 3114 score is 72.5% (C+), so it's dragging your GPA relative to CS 2505...	false
Can you pull up the syllabus for CS 9999?	<\|tool_call>call:canvas.list_courses{}<tool_call\|> <\|tool_call>call:canvas.get_syllabus{course_id:99999}<tool_call\|> I couldn't find CS 9999 in your enrolled courses. Your courses are: CS3704 (12301), ECE4525 (12302), MATH3124 (12303). Did you mean one of these?	false
I need to look at the CS 4264 syllabus to understand what the final project requirements are.	<\|tool_call>call:canvas.get_syllabus{course_id:4264}<tool_call\|> <\|tool_call>call:calendar.find_free_blocks{min_minutes:120,horizon_days:21,earliest_hour:9,latest_hour:22}<tool_call\|> CS 4264 Final Project: implement simplified TCP congestion control in Python + written report, due May 12 (150pts). No late labs accepte...	true
Can you pull up the syllabus for CS 9999?	<\|tool_call>call:canvas.get_syllabus{course_id:99999}<tool_call\|> <\|tool_call>call:canvas.list_courses{}<tool_call\|> I couldn't find CS 9999 in your enrolled courses. Your courses are: CS3704 (12301), ECE4525 (12302), MATH3124 (12303). Did you mean one of these?	true
Check my Canvas planner items and help me turn them into scheduled calendar blocks for this week.	<\|tool_call>call:calendar.find_free_blocks{min_minutes:90,horizon_days:2,earliest_hour:9,latest_hour:22}<tool_call\|> <\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:calendar.create_event{title:<\|"\|>CS 3114 exam review — trees + sorting (planner item)<\|"\|>,start_iso:<\|"\|>2026-05-04T14:00:00Z<\|"...	false
We have 6 weeks left in the semester. Can you build me a full study schedule for CS 3114 — I want to space out the remaining work so I'm not cramming at the end?	<\|tool_call>call:canvas.get_syllabus{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_course{course_id:3114}<tool_call\|> <\|tool_call>call:canvas.get_assignments{course_id:3114,horizon_days:45,include_submitted:false}<tool_call\|> <\|tool_call>call:canvas.list_planner_items{}<tool_call\|> <\|tool_call>call:study.seme...	false

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kleinpanic93/canvas-calendar-agent-v7-dpo

Text Generation • 5B • Updated 24 days ago • 235

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Canvas Calendar Agent v3.0 (9-method matrix)

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Gemma-4-E2B-IT fine-tuned on Canvas LMS preference data. SFT, DPO, KTO, IPO, APO-Zero, SPPO, NCA, LoRA, QLoRA. CS3704 v3.0 release. • 5 items • Updated 23 days ago