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edupulse

Generate study guides, practice quizzes, and exam prep for any subject and grade level worldwide. Diagnose misconceptions and grade written responses with rubric-based feedback.

Instructions

EduPulse: Global education intelligence API — 10 endpoints for students, test-takers, and lifelong learners worldwide. Study guide generation (any subject, any grade level, 190+ countries), adaptive quiz with e

Coverage: Global

Endpoints: • guide ($0.10): Study guide generation — any subject, any grade, any country • quiz ($0.10): Practice quiz with adaptive difficulty and answer explanations • explain ($0.10): Concept explainer — any topic at any level from 5th grade to PhD • schedule ($0.10): Backwards-planned study schedule — from exam date to today, with daily tasks • prep ($0.10): Exam-style practice questions — 200+ exams, rubric-matched difficulty • flashcards ($0.10): Spaced-repetition flashcard set — import into Anki or Quizlet • exam-explain ($0.10): Exam format explainer — complete breakdown of any exam structure and strategy • mock ($0.10): Full mock exam simulation — timed, scored, with performance report • misconception ($0.10): Misconception diagnosis — pinpoints the exact knowledge gap behind a wrong answer • grade ($0.10): Rubric-based exam grading — written response scoring with detailed feedback

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionYesWhich endpoint to call. Options: guide | quiz | explain | schedule | prep | flashcards | exam-explain | mock | misconception | grade
langNoResponse language code (e.g. es, fr, zh, ja)
gradeNoGrade level: K, 1-12
subjectNoSubject (algebra, biology, chemistry, history, etc.)
topicNoSpecific topic within the subject
questionsNoquestions
difficultyNodifficulty
conceptNoconcept
audienceNoe.g. 'nursing student', 'Series 7 candidate', 'adult learner'
examNoexam
dateNoExam date YYYY-MM-DD
hours_per_weekNohours_per_week
sectionNoExam section (e.g. FAR for CPA)
countNocount
question_typeNoe.g. NGN, logic-games, task-based-simulation, data-sufficiency
durationNoDuration in minutes
questionNoThe exam/study question
answerNoThe student's wrong answer
levelNoGrade level or exam type
responseNoThe student response to grade
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must fully disclose behavioral traits. It only lists endpoints and pricing, but does not mention authentication, rate limits, error handling, or any constraints. Behavioral aspects like whether operations are read-only or destructive are not addressed.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is front-loaded with a general statement then lists endpoints in a clear, structured format. It is somewhat verbose due to endpoint repetitions and pricing, but every sentence adds value. Could be tightened, but remains efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (20 parameters, 10 endpoints, no output schema), the description lacks essential context. It covers endpoint purposes but omits parameter usage per endpoint, expected return values, error scenarios, or examples. Significant gaps remain for an agent to use it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, but many parameter descriptions are just the parameter name (e.g., 'concept', 'exam'), providing little meaning. The tool description adds context by linking endpoints to specific use cases, but does not elaborate on parameter usage or expected formats beyond the schema's minimal descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Global education intelligence API' and lists 10 specific endpoints (guide, quiz, explain, etc.) with brief explanations of what each does. It distinguishes from sibling tools by its education focus, as siblings are named for other domains (e.g., alphapulse, biopulse).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies use for education-related tasks via its name and endpoint list, but it does not explicitly state when to use this tool versus alternatives. No when-not or exclusion criteria are provided. The sibling names suggest domain specificity, but direct guidance is missing.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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