add_students
ChatGPTAdds students to a class roster from individual entries with names in First Last order and optional emails. Existing roster students are matched rather than duplicated. Emails support assignment notifications and are never returned. Roster additions can be removed.
approve_essays
ChatGPTMarks scored essays approved (the teacher stands behind the score), or unapproves them with approve: false. Accepts essay handles, or all: true for every scored essay not yet approved. Only approved essays go to Google Classroom. The same handles with approve: false reverse approval.
archive_assignment
ChatGPTArchives an unpublished draft (it leaves the coursework list; nothing is deleted) or restores an archived draft with archived: false. Published assignments are archived on the website.
archive_class
ChatGPTArchives a class the teacher created (it leaves the class list; nothing is deleted), or restores an archived one with archived: false. Co-taught classes can only be archived by their owner.
confirm_correct_answer_key
ChatGPTApplies the owner-bound answer-key correction preview identified by previewId and rescores affected attempts in the background, subject to explicit teacher approval. Rejects scores changed since the preview.
confirm_publish_assignment
ChatGPTPublishes exactly the owner-bound preview identified by previewId, subject to explicit teacher approval of that specific preview. Returns each class's student link and a message to post.
confirm_push_grades_to_google_classroom
ChatGPTExports exactly the grades in the owner-bound previewId, subject to explicit teacher approval of that preview. Rejects session scores changed since the preview.
confirm_release_results
ChatGPTReleases results exactly as specified by the owner-bound previewId, subject to explicit teacher approval of that specific preview. Release cannot be reversed.
confirm_update_publication
ChatGPTApplies the owner-bound publication preview identified by previewId, subject to explicit teacher approval of that specific preview.
create_assignment_draft
ChatGPTBuilds an assignment draft from multiple-choice questions picked by question-bank mcq: id and/or drawn from units and topics (skipping already assigned questions), Fiveable FRQ or SAQ ids, readings with optional checks, or a diagnostic. Settings start from the first class's defaults. AP Calculus drafts require courseVariant or target classes sharing one course. Returns the draft id and review link. Drafts never use an included assignment slot.
create_classes
ChatGPTCreates one or more classes in the teacher's workspace. Students join through an assignment's class link or a teacher-managed roster; there are no class codes. Created classes can be archived.
create_grading_session
ChatGPTCreates a workspace grading session for finished student work, including paper, Google Docs or an AP Classroom export. Accepts a Fiveable FRQ or SAQ id, or the teacher's own question in prompt. A session uses an included assignment when grading starts unless the account has unlimited assignments. Returns the new session id.
duplicate_assignment
ChatGPTCopies a teacher-owned assignment, including archived or prior-year work, into a new draft with the same questions and settings. The resulting draft can be retargeted or archived.
export_grading_results
ChatGPTCreates a Google Sheet of the session's results in the teacher's own Drive (one row per student, scores by part, feedback links) and returns its link. The rows never pass through chat. Needs Google connected with Sheets access; otherwise returns the link to connect it.
get_assignment
ChatGPTReturns one assignment's sections, question counts, scoring and timing settings, published classes, due dates and student links. Cheap.
get_assignment_question_breakdown
ChatGPTPer-question results for one assignment: percent correct and how many students picked each answer choice (identifying which distractors drew responses), plus FRQ part-by-part full-credit rates. Use it for 'which questions went worst?'. Moderate cost.
get_assignment_status
ChatGPTWhere each student is on one assignment: in progress, submitted, scored, or waiting for review, with their score when results are available. Students appear by handle and short name. Use it for 'who hasn't finished?' or 'how did period 5 do?'. Cheap.
get_cheatsheet
ChatGPTReads bounded pages from a prepared official Fiveable PDF, returning page citations, extracted text and actual page images for formulas and diagrams. Image-only pages have no guessed transcription. Unavailable artifacts return the approved PDF link. This read never starts processing.
get_class
ChatGPTOne class in the teacher's workspace: subject, roster (students by handle and short name), the class's assignment defaults, and the student links of assignments currently open to it. Students join a class by opening one of those links; there are no class codes. Cheap.
get_class_insights
ChatGPTHow a class (or all the teacher's classes) is doing on Fiveable assignments: accuracy and FRQ points with change over time, each assignment's turn-in rate and average, and each student's average with flags (missing work, dropping, improving), weakest first. Scope by class, subject, assignment or time window. Moderate cost.
get_content_sections
ChatGPTReturns a small set of Fiveable study-guide passages relevant to one question. Suitable for narrow explanations, research questions and checking student notes. One call consumes one full-content preview for a caller without existing access.
get_essay_feedback
ChatGPTOne essay's score and feedback part by part, what the teacher changed, and whether it's approved. Set includeText only when the teacher wants to read the response itself.
get_exam_options
ChatGPTFind Fiveable exam formats, access requirements and website links without questions or answer keys. Choose a subject for version choices; add unitNumber to verify that unit's current bank and standard format.
get_frq
ChatGPTReturns one full, original Fiveable FRQ prompt: stimulus, background and every lettered part with its point value. The returned prompt is eligible for Fiveable's saved scoring workflow after the student writes a response. It consumes one full-content preview unless existing access covers this FRQ. Moderate cost — 1-4k tokens.
get_grading_progress
ChatGPTReturns grading counts (scored, remaining, failed and approved) and background-job status (running, done or stopped). Cheap.
get_grading_results
ChatGPTClass results for a grading session: average, score distribution, how the class did on each rubric part, common gaps, and a table of essays (handle, short name, score, status, what to check). Filter to the ones that need review, drafts, approved or failed. Scores marked AI draft aren't approved yet.
get_grading_rubric
ChatGPTReturns the session's Fiveable scoring guidelines point by point on the AP rubric for its question type. If absent, starts rubric generation and returns pending status; generation takes about a minute. Rubrics use the website's grading pipeline. Cheap once written.
get_guide_reading_questions
ChatGPTReturns reading-check questions and keys for one Fiveable guide: the curated set when available, otherwise generated questions (slower). Accepts a guide id. Suitable for exit tickets, reading quizzes and guided reading handouts.
get_guided_notes
ChatGPTAMSCO textbook guided-notes prompts with answer keys for one chapter, for subjects that have AMSCO notes (for example AP US History). Without a chapter it lists the chapters. Use for guided notes handouts and reading checks. Cheap.
get_key_term
ChatGPTReturns the full definition, context and related terms for one AP key term. Use when a student asks "what does X mean" for AP vocabulary. Cheap — usually under 1k tokens.
get_my_teacher_workspace
ChatGPTOrientation for the signed-in teacher's Fiveable teacher workspace: their classes, how much coursework is waiting for review or due this week, how many of their included assignments are left, and which Google connections are set up. Call this first in a new conversation. Cheap.
get_questions_for_materials
ChatGPTReturns up to 40 bank questions with answer keys, explanations, complete stimuli and Fiveable attribution for classroom materials. Stimuli are required context for their questions; answer keys are teacher-only material. Counts against the content budget.
get_reteach_gaps
ChatGPTRanks topics, units, CED skills and FRQ rubric rows where a class lost the most points on Fiveable assignments. Optional filters cover class, subject, assignment and time window. Moderate cost.
get_skill_insights
ChatGPTClass progress on AP course skills (for example causation or contextualization): each skill's verdict (solid, improving, stuck, developing, building), average, trend, the students who need support most, and the units to revisit. Says so when evidence is limited instead of guessing. Works best scoped to one subject. Moderate cost.
get_student_insights
ChatGPTReturns one student's Fiveable work: average, missing work, assignment scores, weakest units and topics, and skill progress. Accepts an anonymous student handle (S-…). Suitable for conference preparation, parent notes and individual reteaching. Moderate cost.
get_study_guide
ChatGPTReturns the full text of one Fiveable AP study guide as Markdown. Accepts the exact canonical guide reference or a close approximation of its title. Suitable when a student asks to learn or review a topic. It consumes one full-content preview for a caller unless existing access covers this subject and feature. Expensive — a full guide can be 3-8k tokens.
get_subject_outline
ChatGPTReturns the full unit and topic outline for one AP subject, including every study guide slug in each unit. Provides the course map for study planning and individual guide retrieval. Moderate cost — roughly 2-5k tokens depending on subject size.
get_submission
ChatGPTOne student's submission on a Fiveable assignment: each section's AI and teacher scores, the FRQ rubric breakdown, overrides and feedback, and whether the student can see results yet. includeText requires that the teacher wants to read the student's responses.
get_unit_overview
ChatGPTReturns the overview page for one unit of an AP course: what it covers, how it is weighted on the exam, its topics and study plan. Suitable when a student is reviewing a whole unit. Moderate cost — roughly 1-3k tokens.
import_essays_from_files
ChatGPTSplits teacher-supplied PDFs or Word stacks into one essay per student, including AP Classroom 'FRQ Response PDFs, By Student Page Break' exports. Photos support one essay per image and are read by Fiveable. Accepts up to three ChatGPT attached uploads of 25 MB each, or up to three base64 files totaling about 3 MB. Returns counts and warnings only. Long PDFs can take up to a minute.
import_essays_from_google_classroom
ChatGPTAdds selected Google Classroom turn-in handles to a grading session. Reads authorized Google Docs directly; optional teacher-provided text supports other files or missing Google access. Names come from the Classroom roster. Existing session submissions are skipped. Records the source Classroom assignment for subsequent approved-grade export. Returns counts only.
import_essays_from_text
ChatGPTAdds individual student responses supplied as pasted, downloaded or transcribed text, with each student's name as written. Photo transcriptions require transcribedFromPhotos and explicit teacherConfirmedTranscription approval of the transcription. Returns counts only.
link_grading_to_class
ChatGPTLinks a grading session to a workspace class so results feed class insights. Exact roster-name matches link automatically; explicit essay-handle to student-handle matches resolve remaining essays. Returns unmatched essays. A null classId removes the class link.
list_cheatsheets
ChatGPTFind approved Fiveable course and unit PDFs, including course variants, academic year when known, source links and readable-artifact readiness. Does not include user galleries or generated personal visuals.
list_classes
ChatGPTLists the signed-in teacher's classes with subject, student count and class id. Class names such as 'period 3' can be resolved to their ids. Cheap.
list_coursework
ChatGPTLists the teacher's assignments and grading sessions from their workspace ledger: status, class, due date, roster-based turn-in counts, review counts and class average. The active status filter selects work currently open to students. Optional filters cover class, subject and status. Cheap.
list_frqs
ChatGPTLists Fiveable's free-response (FRQ) practice prompts for an AP subject, optionally filtered by FRQ type, unit, and excluded IDs. Results use stable ID order; unchanged filters continue pagination. Returns prompt ids and summaries rather than full prompts. Cheap.
list_google_classroom_work
ChatGPTWalks the teacher's Google Classroom: with no ids, their courses; with a course id, its assignments; with a course and assignment id, who turned it in, each with a handle (T-…) and a link to the turned-in file. Use it to grade typed work collected in Classroom. Needs the teacher's Google Classroom connection.
list_grading_sessions
ChatGPTThe teacher's grading sessions for work done outside Fiveable (stacks of essays graded in the workspace), newest first, with essay, scored and approved counts. Use to resume a stack. Cheap.
list_key_terms
ChatGPTLists the key vocabulary terms for an AP subject, paginated alphabetically. Suitable for building flashcards or checking what vocabulary a student should know; results include stable term slugs for full definitions. Cheap.
list_subjects
ChatGPTLists every AP subject Fiveable covers, with its canonical subject slug and flags for which features exist for that subject (practice questions, key terms, score calculator). Suitable when a subject slug is not already known. Cheap — roughly 1-2k tokens.
list_submissions_to_review
ChatGPTThe teacher's review queue, as on the website inbox: submissions whose free responses need a teacher score or a look at the AI score, imported essays awaiting approval, and assignments ready to hand back. Each row includes the identifiers and review operation for its item. Filter by subject or assignment. Cheap.
list_teaching_resources
ChatGPTLists assignment reading resources for one subject: study guides, unit reviews, AMSCO guided notes, key terms and cheatsheets, with resource ids suitable for reading sections. Optional filters cover kind, unit and words. Cheap.
override_essay_score
ChatGPTChanges the points on one rubric part of a scored essay, with the teacher's reason. The change is logged and the total recalculated, as on the website. Reversal restores the previous part points.
override_submission_part
ChatGPTChanges the points on one rubric part of an AI-scored FRQ in a submission, with the teacher's reason, as on the website. The section's score is recalculated. Reversal restores the previous part points.
prepare_correct_answer_key
ChatGPTCreates an owner-bound confirmation preview for correcting a published multiple-choice key, including how many students gain or lose points. Accepts assignment section and question numbers. Keys and scores remain unchanged until approved preview execution.
prepare_publish_assignment
ChatGPTCreates an owner-bound confirmation preview for publishing a draft or republishing with new dates: classes, openings, due dates in the teacher's time zone, result visibility and student-facing changes. Publication remains unchanged. Execution requires approval of this specific preview. With no classes, anyoneWithLink must be true for a public link.
prepare_push_grades_to_google_classroom
ChatGPTCreates an owner-bound confirmation preview for exporting approved grading-session scores to the source Google Classroom assignment. Includes included/excluded counts and the point scale. No grades are sent until approved preview execution.
prepare_release_results
ChatGPTCreates an owner-bound confirmation preview for releasing assignment scores and feedback to every class, including counts of unscored responses. Release status remains unchanged until approved preview execution. A release cannot be taken back.
prepare_update_publication
ChatGPTCreates an owner-bound confirmation preview for closing or reopening a published assignment, or changing class open/due dates. Links and submissions remain intact. Publication remains unchanged until approved preview execution.
preview_assignment_as_student
ChatGPTWhat a student will see when they open the assignment: instructions and each section in order. Answers are hidden, as they are for students. Diagnostics can't be previewed. Cheap.
preview_question
ChatGPTReturns one bank question with its stimulus, choices, marked correct answer and explanation. Stimulus sets include all linked questions and keys. Answer keys are teacher-only material. Cheap.
remove_students
ChatGPTRemoves students by handle from a class roster while preserving their past work in the teacher's results. Returns an undoId valid for exact restoration within seven days.
report_content_issue
ChatGPTSubmits a caller-requested content issue to Fiveable support, which may lead to support follow-up. Requires explicit confirmReport approval. The description contains the reported issue only, excluding conversation history, unrelated notes and personal information. Fiveable resolves content and reporter identity. Matching requestId retries are idempotent.
rescore_essay
ChatGPTRetries background AI grading for one essay whose scoring failed. Existing successful scores cannot be changed by this operation.
restore_assignment_draft
ChatGPTRestores an assignment draft to its previous state using an undoId from a draft update.
restore_students
ChatGPTRestores removed roster students using a valid undoId, preserving their original roster entries.
save_submission_feedback
ChatGPTSaves teacher-reviewed written feedback on one submission, overall or per section, without changing scores. Students see it once results are released, including immediately if already released. Returns previous text for restoration.
score_submission
ChatGPTSets the teacher's score on sections of one submission (submission item ids), optionally with written feedback. Works in any scoring mode. Says whether the student sees it yet; to undo, set the sections back to the previous scores this returns.
search_content
ChatGPTKeyword search across every Fiveable study guide, unit, subject hub and key term. Suitable when the relevant subject or guide is not known. Returns titles and canonical references rather than full content, so it is cheap.
search_question_bank
ChatGPTSearches Fiveable's question bank for one subject (the same bank as the assignment builder): multiple choice, stimulus sets, SAQs and FRQs, filtered by unit, topic, skill, format and stimulus, optionally hiding questions this teacher already published. For AP Calculus, courseVariant scopes AB to exclude BC-only units, topics and FRQs. Returns ids, short stems and alignment, never answers. Filters accept exact unit/topic/skill labels from the filter lists in the result. Cheap.
set_class_assignment_defaults
ChatGPTSets a class's assignment defaults (scoring mode, timer, attempts, result release, notifications) so new assignments for that class start with them. Replaces the previous defaults and returns them for undo.
start_grading
ChatGPTStarts AI grading for every essay in the session that isn't scored yet, against the rubric from get_grading_rubric (written first if needed). Runs in the background and returns right away; check with get_grading_progress. Set retryFailed to also retry essays that failed before. Scores are drafts until the teacher approves them.
update_assignment_draft
ChatGPTChanges a draft's title, instructions, AP Calculus course, classes, dates, settings or sections. Existing section ids identify sections to remove. Published assignments cannot be changed here. Returns an undoId for restoring the previous draft.
update_class
ChatGPTRenames a class, changes its subject, or sets an AP Calculus class's course (AB or BC). Returns the previous values for reversal through a subsequent class update.
update_grading_rubric
ChatGPTChanges a session's Fiveable question or teacher-provided prompt and AP question type before any essay is scored. Regenerates the rubric using that type's AP rubric and point total. Returns the previous prompt for restoration.
update_student
ChatGPTFixes a student's name on a class roster (the old name is kept as an alias so past work still matches), or sets the email used for assignment notifications. Students with Fiveable accounts can be renamed but their email comes from their account.
