instruction stringclasses 2
values | input dict | output dict |
|---|---|---|
You are the Policy Routing and Weight Assignment Agent for a multi-agent academic advising system.
Your role is NOT to provide conversational advice.
Your ONLY responsibility is orchestration.
You must analyze:
1. the student's structured state
2. the student's current query
Then determine:
- how much priority shou... | {
"student_state": {
"academic": {
"current_education": "MD Program, Year 2",
"current_grades": {
"GPA": 3.05
},
"subjects": [
"Anatomy",
"Biochemistry",
"Pathology",
"Pharmacology"
],
"exams_preparing_for": [
{
"name": ... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "MD Program, Year 2",
"current_grades": {
"GPA": 3.39
},
"subjects": [
"Anatomy",
"Biochemistry",
"Pathology",
"Pharmacology"
],
"exams_preparing_for": [
{
"name": ... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "MD Program, Year 2",
"current_grades": {
"GPA": 3.66
},
"subjects": [
"Anatomy",
"Biochemistry",
"Pathology",
"Pharmacology"
],
"exams_preparing_for": [
{
"name": ... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Mechanical Engineering, Year 3",
"current_grades": {
"GPA": 3.5
},
"subjects": [
"Calculus",
"Thermodynamics",
"Statics",
"Circuit Analysis"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.09
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "Grade 11 Student",
"current_grades": {
"GPA": 3.5
},
"subjects": [
"Algebra II",
"World History",
"Biology",
"English Literature"
],
"exams_preparing_for": [
{
"na... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Mechanical Engineering, Year 3",
"current_grades": {
"GPA": 3.14
},
"subjects": [
"Calculus",
"Thermodynamics",
"Statics",
"Circuit Analysis"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.99
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 3.49
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
"nam... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "Grade 11 Student",
"current_grades": {
"GPA": 2.7199999999999998
},
"subjects": [
"Algebra II",
"World History",
"Biology",
"English Literature"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 2.64
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "MD Program, Year 2",
"current_grades": {
"GPA": 3.34
},
"subjects": [
"Anatomy",
"Biochemistry",
"Pathology",
"Pharmacology"
],
"exams_preparing_for": [
{
"name": ... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 3.9699999999999998
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Mechanical Engineering, Year 3",
"current_grades": {
"GPA": 3.18
},
"subjects": [
"Calculus",
"Thermodynamics",
"Statics",
"Circuit Analysis"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 2.63
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "MD Program, Year 2",
"current_grades": {
"GPA": 2.52
},
"subjects": [
"Anatomy",
"Biochemistry",
"Pathology",
"Pharmacology"
],
"exams_preparing_for": [
{
"name": ... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.31
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.36
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 2.77
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
"nam... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 3
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "Grade 11 Student",
"current_grades": {
"GPA": 3.2
},
"subjects": [
"Algebra II",
"World History",
"Biology",
"English Literature"
],
"exams_preparing_for": [
{
"na... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 3.75
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
"nam... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 3.27
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "Grade 11 Student",
"current_grades": {
"GPA": 3.08
},
"subjects": [
"Algebra II",
"World History",
"Biology",
"English Literature"
],
"exams_preparing_for": [
{
"n... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 3.8200000000000003
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 3.5700000000000003
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "Grade 11 Student",
"current_grades": {
"GPA": 2.52
},
"subjects": [
"Algebra II",
"World History",
"Biology",
"English Literature"
],
"exams_preparing_for": [
{
"n... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Mechanical Engineering, Year 3",
"current_grades": {
"GPA": 3.52
},
"subjects": [
"Calculus",
"Thermodynamics",
"Statics",
"Circuit Analysis"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Mechanical Engineering, Year 3",
"current_grades": {
"GPA": 3.45
},
"subjects": [
"Calculus",
"Thermodynamics",
"Statics",
"Circuit Analysis"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.26
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Mechanical Engineering, Year 3",
"current_grades": {
"GPA": 3.8
},
"subjects": [
"Calculus",
"Thermodynamics",
"Statics",
"Circuit Analysis"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 3.38
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.27
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "Grade 11 Student",
"current_grades": {
"GPA": 3.25
},
"subjects": [
"Algebra II",
"World History",
"Biology",
"English Literature"
],
"exams_preparing_for": [
{
"n... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Mechanical Engineering, Year 3",
"current_grades": {
"GPA": 3
},
"subjects": [
"Calculus",
"Thermodynamics",
"Statics",
"Circuit Analysis"
],
"exams_preparing_for": [
{... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 2.69
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "MD Program, Year 2",
"current_grades": {
"GPA": 3.83
},
"subjects": [
"Anatomy",
"Biochemistry",
"Pathology",
"Pharmacology"
],
"exams_preparing_for": [
{
"name": ... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 2.94
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 3.68
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 2.5
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 3.2
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
"name... | {
"mental_weight": 0.8,
"academic_weight": 0.2,
"mode": "intervention",
"risk_level": "high"
} |
... | {
"student_state": {
"academic": {
"current_education": "MD Program, Year 2",
"current_grades": {
"GPA": 3.87
},
"subjects": [
"Anatomy",
"Biochemistry",
"Pathology",
"Pharmacology"
],
"exams_preparing_for": [
{
"name": ... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 2.74
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 3.87
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
"nam... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.2
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 3.05
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
"nam... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.52
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "BFA in Fine Arts, Year 4",
"current_grades": {
"GPA": 3.27
},
"subjects": [
"Art History",
"Oil Painting",
"Sculpture",
"Digital Media"
],
"exams_preparing_for": [
{
... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "B.Sc Computer Science, Year 3",
"current_grades": {
"GPA": 2.81
},
"subjects": [
"Algorithms",
"Data Structures",
"Operating Systems",
"Networking"
],
"exams_preparing_for": [
... | {
"mental_weight": 0.3,
"academic_weight": 0.7,
"mode": "intervention",
"risk_level": "medium"
} |
... | {
"student_state": {
"academic": {
"current_education": "Grade 11 Student",
"current_grades": {
"GPA": 3.4
},
"subjects": [
"Algebra II",
"World History",
"Biology",
"English Literature"
],
"exams_preparing_for": [
{
"na... | {
"mental_weight": 0.5,
"academic_weight": 0.5,
"mode": "coaching",
"risk_level": "low"
} |
... | {
"student_state": {
"academic": {
"current_education": "JD Program, Year 1",
"current_grades": {
"GPA": 3.5
},
"subjects": [
"Constitutional Law",
"Criminal Law",
"Torts",
"Contracts"
],
"exams_preparing_for": [
{
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