last_plan.json

[
  {
    "id": "sections_physics8",
    "tool": "section_lookup",
    "args": {
      "course_code": "PHYSCS 8"
    },
    "depends_on": []
  },
  {
    "id": "ratings_physics8",
    "tool": "professor_rating",
    "args": {
      "course_code": "PHYSCS 8"
    },
    "depends_on": []
  },
  {
    "id": "select_section",
    "tool": "llm_step",
    "args": {
      "instructions": "You have the following information: (1) The output from sections_physics8 listing all scheduled sections for PHYSCS 8, including meeting days, times, and instructor names. (2) The output from ratings_physics8 listing ratings, difficulty, and comments for instructors teaching PHYSCS 8. (3) The student's existing course HIST 1 meets Tuesdays and Thursdays from 9:30 AM to 10:55 AM. Task: (a) Identify all PHYSCS 8 sections whose scheduled meeting times do NOT overlap with the Tuesday/Thursday 9:30–10:55 AM slot. Ignore sections with \"Arrange\" or online only meetings when checking conflicts. (b) Among the non-conflicting sections, determine which instructor has the highest overall rating (use overall rating first, then would-take-again % as a tiebreaker). (c) Produce a concise recommendation specifying the section number(s) that avoid the conflict and highlighting the instructor with the best ratings, including their key rating metrics."
    },
    "depends_on": [
      "sections_physics8",
      "ratings_physics8"
    ]
  }
]