Anki CSV ChatGPT workflows let students mass-create flashcards with clean fields, tags, and export-ready structure. Benefits: faster deck building, consistent formatting, and effortless bulk edits. Recent evidence shows retrieval practice and spaced review improve retention and transfer across subjects; pairing CSV pipelines with spaced repetition compounds gains. Anki Manual; Durrani et al., 2024; Chen, 2025.
What Are CSV-Ready Flashcard Student Prompts?
These prompts generate flashcards in strict CSV layouts for Anki and Quizlet, including optional columns for hints and tags. They’re built for high school and college students, teachers, and professionals who need fast, structured, bulk deck creation for exams and certifications. Compared with generic prompts, these specify exact columns, separators, and tagging schemes.
Explore related guides: spaced-repetition deck prompts and transcript cleanup prompts. Try our free study guide tool: AI study-guide generator.
How to Use These AI CSV Flashcard Prompts
Pick 3–5 prompts, paste your source (notes, slides, PDFs), then run them in ChatGPT or Gemini. Confirm the exact CSV columns, separators, and quoting. Export the output to CSV and import to Anki or Quizlet. New to AI note-taking? Read the Get Started with AI Note Taking.
A) CSV Basics and Field Schemas (1–40)
Start with core CSV layouts that import cleanly into Anki and Quizlet. These prompts define consistent columns, separators, quoting, and tagging so you avoid duplicates, broken lines, or mismatched fields during import and later updates.
- Generate CSV with columns: Term, Definition, Hint, Tag; use commas.
- Output UTF-8 CSV, one row per card, wrap fields with quotes.
- Use header row exactly: Term,Definition,Hint,Tag; no extra columns.
- Ensure no commas inside fields; replace internal commas with semicolons.
- Normalize whitespace; trim leading and trailing spaces across all fields.
- Escape double quotes by doubling them; keep line breaks out of fields.
- Create unique Terms; avoid duplicates that overwrite existing Anki notes.
- Append hierarchical tags like Subject::Unit::Topic for each card row.
- Map distractor notes to Hint; keep concise, testable clarifications only.
- Enforce title-case Terms; sentence-case Definitions; concise Hints under 12 words.
- Detect and merge duplicate Terms, preserving the clearest Definition and Tag set.
- Export strictly commas as separators; avoid tabs, dashes, or semicolons here.
- Validate CSV with a preview table; flag misaligned columns for correction.
- Limit each Definition to 18 words; move extras into Hint if necessary.
- Tag each row with course code, assessment type, and Bloom’s level label.
- Create a QA check row count; confirm headers and no blank trailing records.
- Add language tag codes like en-US, es-MX, fr-FR to Tag column consistently.
- Enforce ASCII punctuation; convert curly quotes and em dashes to straight equivalents.
- Add Topic and Subtopic within Tag using double-colon hierarchy separators.
- Create lightweight audit log: total cards, unique tags, average definition length.
- Produce import notes: expected Anki fields mapping and tag behavior on import.
- Ensure consistent capitalization for acronyms; keep SI units and symbols intact.
- Generate a 5-row sample first; validate format; then expand to full dataset.
- Detect non-ASCII; transliterate safely without altering technical meaning or terms.
- Add difficulty tags: Easy, Medium, Hard; base on prerequisite complexity heuristics.
- Split multi-concept terms into separate rows; reference related items in Tag only.
- Create short, testable Definitions; move examples into Hint with one concise sentence.
- Add syllabus tags Unit01–Unit12; include week numbers where available in Tag field.
- Ensure deterministic ordering; sort rows alphabetically by Term before export.
- Provide an import guide referencing Anki field mapping and tag assignment steps.
- Append review phase tags: Learn, Mature, Lapse; initialize at Learn for all rows.
- Output sample Quizlet import using tab as separator; mirror columns identically.
- Produce cross-platform CSV compatible with Anki Desktop and Quizlet import tools.
- Validate field counts per row; reject any rows with missing or extra columns.
- Generate a safe filename and include date stamp, subject, and source abbreviation.
- Create a reconciliation list showing Terms added, updated, or removed this batch.
- Flag long Definitions for simplification; propose shorter alternatives under 15 words.
- Check for glossary consistency; align Terms with course vocabulary list or style guide.
- Normalize numerals, units, and equations using LaTeX-safe formatting where needed.
- Output final CSV preview table with ten rows for quick human verification.
B) Vocabulary, Definitions, and Examples (41–80)
Build clean two-sided cards for terms, concepts, and examples. Each prompt requests concise, testable wording with an optional Hint and hierarchical Tag to keep decks searchable and consistent across subjects and semesters.
- Create biology Term-Definition CSV with concise Hints and Tag Biology::Cellular.
- Generate chemistry terms with definitions; Tag Chemistry::Stoichiometry; add reaction Hints.
- Produce physics vocabulary with simple examples; Tag Physics::Kinematics; include units Hints.
- Create anatomy term list; Tag Anatomy::Musculoskeletal; add landmark Hints under 10 words.
- Generate psychology terms; Tag Psychology::Memory; include everyday example Hints briefly.
- Output economics vocabulary; Tag Economics::Micro; include elasticities and graphs in Hints.
- Create statistics terms; Tag Statistics::Inference; include assumptions in Hint succinctly.
- Generate calculus vocabulary; Tag Math::Calculus; include derivative and integral cues in Hint.
- Produce computer science terms; Tag CS::Algorithms; include complexity intuition in Hint line.
- Create data structures vocabulary; Tag CS::Structures; include operations and costs in Hint.
- Generate world history terms; Tag History::Modern; include date range in Hint field.
- Produce geography key terms; Tag Geography::Physical; add map cue Hints concisely.
- Create literature terms; Tag ELA::LiteraryDevices; include short excerpt cues in Hint.
- Generate philosophy terms; Tag Philosophy::Ethics; include contrasting theory in Hint briefly.
- Output business terms; Tag Business::Finance; include ratio or metric cue in Hint line.
- Create marketing vocabulary; Tag Business::Marketing; include funnel stage in Hint column.
- Generate sociology terms; Tag Sociology::Methods; include variable or sample cue in Hint.
- Produce art history terms; Tag Art::Movements; add hallmark features in Hint succinctly.
- Create music theory terms; Tag Music::Harmony; include interval or chord cue in Hint.
- Generate environmental science terms; Tag EnvSci::Climate; include mechanism cue in Hint line.
- Produce government and civics terms; Tag Civics::Institutions; include role cue in Hint column.
- Create cybersecurity vocabulary; Tag CS::Security; include threat or control cue in Hint.
- Generate networking terms; Tag CS::Networking; include protocol port numbers in Hint briefly.
- Produce medical terminology; Tag Med::Pharmacology; include mechanism or class in Hint line.
- Create pathology terms; Tag Med::Pathology; include hallmark sign or lesion in Hint line.
- Generate nursing vocabulary; Tag Nursing::Procedures; include priority step cues in Hint column.
- Produce law terminology; Tag Law::Contracts; include element checklist in concise Hint text.
- Create accounting terms; Tag Accounting::Financial; include recognition criteria in Hint phrase.
- Generate entrepreneurship vocabulary; Tag Business::Startup; add metric or KPI in Hint quickly.
- Produce design terminology; Tag Design::UX; include heuristic or principle in Hint field.
- Create education terms; Tag Education::Assessment; include reliability or validity cue in Hint.
- Generate astronomy vocabulary; Tag Astronomy::Cosmology; add observation cue in Hint briefly.
- Produce geology terms; Tag Geology::Minerals; include identification cue in concise Hint text.
- Create ecology vocabulary; Tag Ecology::Ecosystems; include relationship cue in short Hint line.
- Generate programming vocabulary; Tag CS::Languages; add syntax or pattern cue in Hint line.
- Produce machine learning terms; Tag CS::ML; include intuition or caveat in Hint briefly.
- Create architecture vocabulary; Tag Architecture::Design; include style marker in Hint phrase.
- Generate ethics terms; Tag Philosophy::Applied; include dilemma cue in short Hint clause.
- Produce linguistics vocabulary; Tag Linguistics::Phonetics; include feature cues in Hint text.
- Create health science terms; Tag Health::Epidemiology; include measure or bias in Hint.
C) Formulas, Problems, and Worked Examples (81–120)
Use these to create numeric, symbolic, and procedural cards. Keep formulas in the Definition field with a plain-text or LaTeX-safe rendering. Hints carry constraints, common mistakes, and unit checks to accelerate accurate recall.
- Create algebra formula cards; include rearranged form cues inside the Hint field.
- Generate geometry theorems; Definition holds statement; Hint adds diagram description brief.
- Produce trigonometry identities; include domain restrictions in concise Hint under 12 words.
- Create calculus derivatives; Tag Math::Calculus; add differentiation rule cue in Hint line.
- Generate integrals with antiderivatives; Hint notes substitution or parts strategy succinctly.
- Produce limits techniques; Definition shows result; Hint indicates squeeze, expand, or L’Hôpital.
- Create linear algebra formulas; include dimension checks or rank cues within Hint field.
- Generate probability identities; include independence and complement cues inside Hint succinctly.
- Produce statistics formulas; add estimator assumptions in Hint and Tag Statistics::Formulas.
- Create physics equations; include units and common conversion pitfalls within Hint text.
- Generate electricity and magnetism formulas; add sign conventions in concise Hint phrase.
- Produce thermodynamics relations; include state variable constraints in short Hint notes.
- Create optics equations; Tag Physics::Optics; include sign conventions inside concise Hint.
- Generate engineering statics formulas; include free-body diagram cue in Hint text.
- Produce dynamics equations; include coordinate choice or reference frame in Hint line.
- Create circuit analysis identities; Tag EE::Circuits; add Thevenin or nodal cue in Hint.
- Generate signal processing formulas; include transform pair or region of convergence Hint.
- Produce computer architecture formulas; include throughput or latency relation in Hint line.
- Create finance formulas; include interpretation Hint and Tag Business::Finance::Formulas.
- Generate accounting equations; include recognition timing or constraint in concise Hint phrase.
- Produce operations research relations; include feasibility or optimality cue within Hint text.
- Create statistics problem types; Definition gives template; Hint lists parameter inputs needed.
- Generate discrete math identities; include counting or recurrence cues inside Hint succinctly.
- Produce differential equations forms; add order and linearity cues within concise Hint text.
- Create numerical methods identities; include stability or error order notes in Hint field.
- Generate chemistry formulas; add limiting reagent or equilibrium cue in concise Hint line.
- Produce biochemistry relations; include enzyme kinetics or pathway regulation in Hint text.
- Create physiology equations; add compliance or resistance cue in the Hint column succinctly.
- Generate epidemiology measures; include formula and interpretation with bias note in Hint.
- Produce machine learning metrics; add thresholding or class imbalance caveat in Hint text.
- Create database normalization rules; Definition states rule; Hint gives example violation case.
- Generate networking formulas; include throughput or bandwidth-delay product in Hint succinctly.
- Produce materials science relations; include stress-strain or diffusion cue within Hint field.
- Create environmental engineering equations; add mass balance cue in concise Hint line.
- Generate operations formulas; include Little’s Law or queueing relation in Hint succinctly.
- Produce pharmacokinetics equations; add compartment assumption or clearance cue in Hint field.
- Create clinical calculations; include dosage formula and unit safety note in Hint text.
- Generate microeconomics equations; add comparative statics cue within concise Hint phrase.
- Produce macroeconomics identities; include accounting consistency or measurement caveat in Hint.
- Create exam-style problem templates; Definition shows format; Hint lists stepwise checklist.
D) Processes, Diagrams, and Concept Checks (121–160)
Convert flows, cycles, and labeled diagrams into Q&A cards. Use Term for the node or step name, Definition for the explanation, and Hint for relationships, exceptions, or memory hooks that drive quick retrieval during reviews.
- Extract lifecycle stages from a diagram; Tag Biology::CellCycle; add checkpoint Hints.
- Create photosynthesis process cards; include light versus dark reaction cue in Hints.
- Generate cellular respiration steps; Tag Biology::Metabolism; include ATP accounting Hint line.
- Produce mitosis versus meiosis checkpoints; add ploidy change cue in concise Hint text.
- Create cardiovascular flow steps; Tag Physiology::Cardiac; include valve sequence Hint line.
- Generate renal system process cards; include filtration and reabsorption cues within Hint.
- Produce immune pathway steps; Tag Immunology::Innate; add receptor or cytokine cue Hint.
- Create endocrine axis cards; include feedback loop direction in concise Hint field text.
- Generate infection control steps; Tag Nursing::Infection; include sequence priority in Hint line.
- Produce pharmacology mechanism steps; Tag Med::Pharm; add receptor or pathway Hint succinctly.
- Create project management workflows; Tag PM::Agile; include ceremony purpose in Hint column.
- Generate software development lifecycle steps; add artifact or gate cues within Hint field.
- Produce cybersecurity incident response stages; Tag CS::Security; include timebound Hint actions.
- Create networking OSI layer cards; include key device or protocol cue in Hint line.
- Generate database normalization steps; Tag CS::Data; include anomaly example in Hint briefly.
- Produce compiler pipeline stages; include transformation cue in concise Hint column phrase.
- Create business process steps; Tag Ops::Process; include metric owner cue in Hint column.
- Generate marketing funnel stages; add conversion or KPI in concise Hint field phrase.
- Produce supply chain stages; Tag Ops::SupplyChain; include risk or buffer cue in Hint text.
- Create software testing process cards; include test level or oracle cue in Hint line.
- Generate ethics review process; Tag Research::IRB; add risk-benefit cue in Hint briefly.
- Produce scientific method steps; include variable control cue within concise Hint phrase.
- Create lab safety procedure cards; Tag Lab::Safety; include PPE or hazard cue in Hints.
- Generate emergency response steps; include priority order and timing cue in Hint succinctly.
- Produce software deployment pipeline cards; Tag DevOps::CI/CD; include gate cue in Hint.
- Create machine learning workflow steps; add validation split or leakage cue in Hint text.
- Generate data pipeline stages; Tag Data::ETL; include failure mode cue in Hint phrase.
- Produce UI design process cards; include user flow or accessibility cue in Hint line.
- Create research methods steps; Tag Research::Quant; include reliability cue in concise Hint.
- Generate writing process stages; Tag Writing::Process; include revision checklist in Hint line.
- Produce rhetorical analysis checks; include device cue and question form in Hint text.
- Create language acquisition stages; Tag Linguistics::Acquisition; include hallmark cue in Hint.
- Generate supply-demand adjustment steps; include shock direction cue in concise Hint phrase.
- Produce geological cycle stages; Tag Earth::RockCycle; include process cue in Hint line.
- Create climate system components; include feedback or forcing cue within concise Hint text.
- Generate ecosystem interactions; Tag Ecology::Interactions; include mutualism or predation cue Hint.
- Produce public policy cycle steps; Tag Civics::Policy; include stakeholder cue in short Hint.
- Create rhetorical appeals checks; include ethos, pathos, logos cue within Hint phrase.
- Generate academic integrity process cards; Tag Writing::Citations; include style cue in Hint.
- Produce experiment design checks; include randomization or blinding cue within Hint field.
E) Dates, Concepts, Languages, and Mixed Review (161–200)
Round out decks with timelines, languages, and interleaved review. Use Tags to cluster by period or language, and keep Hints short. These cards strengthen recall and improve transfer when mixed with other sections.
- Create world history timeline cards; include century cue in concise Hint field text.
- Generate U.S. history events; Tag History::US; include cause cue within Hint phrase.
- Produce European history figures; include role and era cue inside concise Hint text.
- Create art movements by date; Tag Art::Timeline; include signature style in Hint briefly.
- Generate literature periods; include hallmark authors in Hint; keep Definition one sentence.
- Produce economic crises timeline; Tag Economics::History; include trigger cue in Hint field.
- Create computer history milestones; include hardware or software cue inside short Hint clause.
- Generate internet protocols by year; Tag CS::Networking; include adoption cue in Hint line.
- Produce medical discoveries timeline; include mechanism or diagnostic cue within Hint field.
- Create climate agreements by date; Tag EnvSci::Policy; include target cue in Hint briefly.
- Generate Spanish vocabulary CSV; Tag Lang::Spanish; include gender or irregular cue in Hint.
- Produce French vocabulary CSV; include agreement or pronunciation cue within Hint phrase.
- Create German vocabulary CSV; Tag Lang::German; include case or article cue in Hint.
- Generate Italian vocabulary CSV; include conjugation or irregularity cue inside Hint text.
- Produce Portuguese vocabulary CSV; Tag Lang::Portuguese; include nasalization cue in Hint line.
- Create Arabic vocabulary CSV; include root pattern or diacritic cue within Hint column.
- Generate Mandarin vocabulary CSV; Tag Lang::Mandarin; include tone number cue in Hint field.
- Produce Japanese vocabulary CSV; include kana, kanji, and reading cue in concise Hint.
- Create Korean vocabulary CSV; Tag Lang::Korean; include honorific or particle cue in Hint.
- Generate Hindi vocabulary CSV; include gender or postposition cue inside concise Hint phrase.
- Produce medical eponyms list; Tag Med::Eponyms; include condition linkage in Hint briefly.
- Create legal landmark cases; include holding summary and jurisdiction cue within Hint text.
- Generate programming language timelines; Tag CS::Languages; include paradigm cue in Hint line.
- Produce operating system history; include kernel or architecture cue within Hint phrase.
- Create invention milestones; Tag STEM::Innovation; include inventor or patent year in Hint line.
- Generate art techniques vocabulary; include medium or tool cue inside concise Hint field.
- Produce music genres timeline; Tag Music::Genres; include characteristic rhythm in Hint phrase.
- Create sports rules vocabulary; include violation or scoring cue within concise Hint text.
- Generate nutrition terms; Tag Health::Nutrition; include deficiency or toxicity cue in Hint field.
- Produce cybersecurity timelines; include breach type or regulation cue within Hint phrase.
- Create psychology experiments timeline; Tag Psychology::Studies; include finding cue in Hint line.
- Generate pedagogy terms; include strategy cue and classroom example within concise Hint text.
- Produce research design vocabulary; Tag Research::Design; include internal validity cue in Hint.
- Create medical imaging terms; include modality and artifact cue inside concise Hint phrase.
- Generate cybersecurity acronyms; Tag CS::Security; include expansion and usage cue in Hint line.
- Produce project management terms; include constraint triangle cue within concise Hint text.
- Create entrepreneurship case cards; Tag Business::Cases; include metric outcome cue in Hint line.
- Generate ethics case cards; include principle conflict cue inside concise Hint field text.
- Produce study habit prompts; Tag Meta::StudySkills; include spacing or interleaving cue in Hint.
- Create mixed-review selector prompts; interleave topics and difficulty per Tag hierarchy.
Printable & Offline Options
Export the CSV output to PDF or print single-page summaries for class binders. Most sections convert cleanly to tables for handouts. For a broader catalog, visit Students’ Prompt Hub.
Related Categories
- Spaced-Repetition Deck Prompts
- One-Page Study Guide Prompts
- Lecture → Notes Prompts
- Research & Citations Prompts
- Class → Kahoot Prompts
FAQ
How should I format CSV for Anki or Quizlet?
Use consistent headers and separators. Common layout: Term, Definition, Hint, Tag. Save as UTF-8. Anki maps a Tags field at import. Quizlet accepts comma or tab separation. Preview before importing to catch misalignment. Anki Manual; Quizlet Help. :contentReference[oaicite:0]{index=0}
Do Hints and Tags import correctly?
Yes. Map Hints to a note field and Tags to the Tags target during import. Anki supports hierarchical tags with ::. Keep Hints short and non-essential. This preserves clean fronts and backs while enabling filtered reviews. :contentReference[oaicite:1]{index=1}
Will retrieval practice and spacing help?
Evidence from 2022–2025 shows spaced repetition and testing effects aid retention and transfer. Pair CSV decks with spaced reviews for durable learning. :contentReference[oaicite:2]{index=2}
Can I import on mobile?
AnkiMobile imports .apkg directly; text/CSV import is easiest via Anki Desktop, then sync. Check the Desktop manual for field mapping details. :contentReference[oaicite:3]{index=3}
What if my CSV overwrites cards?
Anki treats the first field as the unique key for updates. Use unique Terms or include identifiers to avoid unintended overwrites; verify mappings during the preview. :contentReference[oaicite:4]{index=4}
How should I format CSV for Anki or Quizlet?
Use headers like Term, Definition, Hint, Tag. Save as UTF-8. Map Tags during import. Preview before importing.
Do Hints and Tags import correctly?
Yes. Map Hints to a note field and Tags to the Tags target. Keep Hints short; use hierarchical tags with ::.
Will retrieval practice and spacing help?
Yes. Recent studies show spaced repetition and testing effects boost retention and transfer.
Can I import on mobile?
Import text via Desktop then sync to mobile. AnkiMobile imports .apkg directly.
What if my CSV overwrites cards?
Anki updates notes when the first field matches. Keep first fields unique.
Final Thoughts
CSV-ready prompts standardize flashcards for fast imports, clean tags, and scalable updates. Combine them with spaced repetition for durable learning gains. Want more? Start AI note-taking instantly with our free AI note taker here, and build full guides with the AI study-guide generator.
References: Anki Manual; Quizlet Help; Durrani et al., 2024; Chen, 2025.
