Flashcard Generator
Generate study flashcards from PDF or Markdown content. Cards should be terse, exam-aligned, and quick to self-grade during review.
Process
- Read the source file (PDF or Markdown) thoroughly
- Verify accuracy. Where the material names or clearly implies a qualification and exam board (for example OCR A Level Computer Science), treat that specification as the authority on content and terminology. Where the source is wrong and you are confident of the correct version, put the corrected version on the cards and list the fix in the chat response. An error the material itself reveals counts as clear: a swapped table, a mislabelled diagram, a claim the rest of the material contradicts. Where you are not confident of the correct version, leave that content out and say why. Never put a statement you believe to be wrong on a card, and never silently rewrite source content. Keep the source's wording only where it is a legitimate syllabus-level simplification, and flag rather than add content the specification does not require
- Identify key content: definitions, laws, equations, units, standard values, conditions, named processes, and common explain/justify points. Treat bolded or highlighted text as a strong signal where formatting survives extraction
- Generate cards covering all essential topic content
- Scan the finished set for direct contradictions or confusable pairs that the source itself contrasts, and resolve or add a single discriminating card (see Interference)
- Output one card per line:
Question | Answer
Card Style
This register is the priority. When any rule below conflicts with brevity, prefer brevity.
- One idea per card, judged flexibly. Answers are one to two short sentences. A definition may be bundled with one directly associated detail — its formula, unit, key property, or an example — when they are naturally recalled together (e.g. impulse: definition plus $F \times t$). Never bundle a reasoning chain or a second independent concept
- Bundle or split, not both. If a detail is bundled into a definition answer, do not also give it its own card. If it has its own card, leave it out of the definition. An answer must never contain the answer to another card in the deck
- No rationale padding. Do not append "because..." justifications to recall answers. If the reasoning matters, it gets its own card
- Production, not recognition. No yes/no or true/false questions — rephrase so the answer must be generated. Not "Have quarks been observed in isolation? | No", but "In what combinations are quarks always observed? | Pairs (mesons) or groups of three (baryons)"
- Unambiguous. Each question has exactly one correct answer. Rephrase vague questions ("What is important about X?") to target one specific property
- Plain language. Simple, direct wording. Match the source's syllabus level
- LaTeX for equations. Write all mathematical expressions using standard LaTeX notation: inline with
$...$ and display with $$...$$. For example, $E_k = \frac{1}{2}mv^2$ rather than Ek = ½mv². Use LaTeX for all symbols, fractions, subscripts, superscripts, and special characters in equations
Card Types
- Definition —
What is X? | [definition]. For key terms only (terms the exam asks candidates to define), also output the reverse as a separate line: [definition] — what term is this? | X
- Recall — single facts, values, units, equations
- Formula application — alongside a formula card, optionally one single-step application:
$R = \frac{V}{I} = \frac{6}{2} = 3\;\Omega$. Never multi-step
- Cloze —
The SI unit of energy is the [...] | joule (J). Use sparingly, one deletion per card, only where surrounding context is a natural cue without giving the answer away
- Explain — only where the source itself explains the reasoning and it is a likely exam point. Answer states the mechanism concisely, still within two sentences. Do not convert recall content into explain cards
- Enumeration — one card per list item, not one card per list. A list answer may contain at most 3 items, and only if the source treats them as a single fact
Interference
After generating the deck, check for two failure modes only:
- Contradictions — two cards whose answers conflict as phrased (e.g. "Which radiation is most ionising?" answered "alpha" on one card and "gamma" on another because each assumed a different unstated context). Rephrase each question to name its context so both are unambiguous
- Source-contrasted pairs — where the source explicitly contrasts two concepts (e.g. elastic limit vs limit of proportionality), add one compare card stating the specific point of divergence
Do not generate compare cards beyond these cases, and never two compare cards that test the same distinction.
Exclusions
Do not create:
- Questions requiring a diagram or visual to answer (convert any factual content from diagrams into text cards instead)
- Multi-step calculations
- Yes/no or true/false questions
- Answers that merely restate the question (e.g. "Why do kaons have long lifetimes? | This is characteristic of particles containing strange quarks"). If the source only offers a circular explanation, omit the card and flag it
- Cards for content the source does not adequately explain
Output Format
One card per line, separated by a single pipe:
Question | Answer
- Never use the
| character inside a question or answer (e.g. write "magnitude of v" rather than |v|). One pipe per line, exactly
- Reverse cards are separate lines in the same format
- No preamble, headers, blank lines, markdown, or code fences in the output file
- Accuracy flags from step 2 go in the chat response, never in the output file, as a bullet list in the manner of release notes: one line per item, each starting with
Fixed:, Skipped:, Kept: or Flagged:, the point stated directly, no paragraphs
Example output:
What is the unit of electrical resistance? | Ohm (Ω)
Define specific heat capacity | The energy required to raise the temperature of 1 kg of a substance by 1 °C
The energy required to raise the temperature of 1 kg of a substance by 1 °C — what quantity is this? | Specific heat capacity
What is the equation for kinetic energy? | $E_k = \frac{1}{2}mv^2$
The SI unit of energy is the [...] | joule (J)
What is an alpha particle? | Two protons and two neutrons (a helium-4 nucleus). Stopped by a few centimetres of air
What is impulse? | The change in momentum of an object when a force acts on it, equal to force times time ($F t = \Delta p$)
What is the worst-case time complexity of binary search? | O(log n)
Explain why resistance increases with temperature in a metal | Ions vibrate with greater amplitude, so electrons collide with them more frequently
How does the elastic limit differ from the limit of proportionality? | Limit of proportionality: extension stops being proportional to force. Elastic limit: material stops returning to its original shape. Proportionality limit is reached first
Coverage
Aim for thorough coverage of the source. Deck size is determined by content density — let the material decide how many cards are needed. Prioritise definitions, laws, equations, and points that recur in mark schemes. Do not pad with trivial or redundant cards.
1---2name: flashcard-generator3description: Generate flashcard decks from PDF or Markdown study materials. Use when the user asks for flashcards, a flashcard deck, or study cards from source material. Outputs in importable format (Question | Answer).4---56# Flashcard Generator78Generate study flashcards from PDF or Markdown content. Cards should be terse, exam-aligned, and quick to self-grade during review.910## Process11121. Read the source file (PDF or Markdown) thoroughly132. Verify accuracy. Where the material names or clearly implies a qualification and exam board (for example OCR A Level Computer Science), treat that specification as the authority on content and terminology. Where the source is wrong and you are confident of the correct version, put the corrected version on the cards and list the fix in the chat response. An error the material itself reveals counts as clear: a swapped table, a mislabelled diagram, a claim the rest of the material contradicts. Where you are not confident of the correct version, leave that content out and say why. Never put a statement you believe to be wrong on a card, and never silently rewrite source content. Keep the source's wording only where it is a legitimate syllabus-level simplification, and flag rather than add content the specification does not require143. Identify key content: definitions, laws, equations, units, standard values, conditions, named processes, and common explain/justify points. Treat bolded or highlighted text as a strong signal where formatting survives extraction154. Generate cards covering all essential topic content165. Scan the finished set for direct contradictions or confusable pairs that the source itself contrasts, and resolve or add a single discriminating card (see Interference)176. Output one card per line: `Question | Answer`1819## Card Style2021This register is the priority. When any rule below conflicts with brevity, prefer brevity.2223- **One idea per card, judged flexibly.** Answers are one to two short sentences. A definition may be bundled with one directly associated detail — its formula, unit, key property, or an example — when they are naturally recalled together (e.g. impulse: definition plus $F \times t$). Never bundle a reasoning chain or a second independent concept24- **Bundle or split, not both.** If a detail is bundled into a definition answer, do not also give it its own card. If it has its own card, leave it out of the definition. An answer must never contain the answer to another card in the deck25- **No rationale padding.** Do not append "because..." justifications to recall answers. If the reasoning matters, it gets its own card26- **Production, not recognition.** No yes/no or true/false questions — rephrase so the answer must be generated. Not "Have quarks been observed in isolation? | No", but "In what combinations are quarks always observed? | Pairs (mesons) or groups of three (baryons)"27- **Unambiguous.** Each question has exactly one correct answer. Rephrase vague questions ("What is important about X?") to target one specific property28- **Plain language.** Simple, direct wording. Match the source's syllabus level29- **LaTeX for equations.** Write all mathematical expressions using standard LaTeX notation: inline with `$...$` and display with `$$...$$`. For example, `$E_k = \frac{1}{2}mv^2$` rather than `Ek = ½mv²`. Use LaTeX for all symbols, fractions, subscripts, superscripts, and special characters in equations3031## Card Types3233- **Definition** — `What is X? | [definition]`. For key terms only (terms the exam asks candidates to define), also output the reverse as a separate line: `[definition] — what term is this? | X`34- **Recall** — single facts, values, units, equations35- **Formula application** — alongside a formula card, optionally one single-step application: `$R = \frac{V}{I} = \frac{6}{2} = 3\;\Omega$`. Never multi-step36- **Cloze** — `The SI unit of energy is the [...] | joule (J)`. Use sparingly, one deletion per card, only where surrounding context is a natural cue without giving the answer away37- **Explain** — only where the source itself explains the reasoning and it is a likely exam point. Answer states the mechanism concisely, still within two sentences. Do not convert recall content into explain cards38- **Enumeration** — one card per list item, not one card per list. A list answer may contain at most 3 items, and only if the source treats them as a single fact3940## Interference4142After generating the deck, check for two failure modes only:43441. **Contradictions** — two cards whose answers conflict as phrased (e.g. "Which radiation is most ionising?" answered "alpha" on one card and "gamma" on another because each assumed a different unstated context). Rephrase each question to name its context so both are unambiguous452. **Source-contrasted pairs** — where the source explicitly contrasts two concepts (e.g. elastic limit vs limit of proportionality), add one compare card stating the specific point of divergence4647Do not generate compare cards beyond these cases, and never two compare cards that test the same distinction.4849## Exclusions5051Do not create:5253- Questions requiring a diagram or visual to answer (convert any factual content from diagrams into text cards instead)54- Multi-step calculations55- Yes/no or true/false questions56- Answers that merely restate the question (e.g. "Why do kaons have long lifetimes? | This is characteristic of particles containing strange quarks"). If the source only offers a circular explanation, omit the card and flag it57- Cards for content the source does not adequately explain5859## Output Format6061One card per line, separated by a single pipe:6263```64Question | Answer65```6667- Never use the `|` character inside a question or answer (e.g. write "magnitude of v" rather than |v|). One pipe per line, exactly68- Reverse cards are separate lines in the same format69- No preamble, headers, blank lines, markdown, or code fences in the output file70- Accuracy flags from step 2 go in the chat response, never in the output file, as a bullet list in the manner of release notes: one line per item, each starting with `Fixed:`, `Skipped:`, `Kept:` or `Flagged:`, the point stated directly, no paragraphs7172**Example output:**7374```75What is the unit of electrical resistance? | Ohm (Ω)76Define specific heat capacity | The energy required to raise the temperature of 1 kg of a substance by 1 °C77The energy required to raise the temperature of 1 kg of a substance by 1 °C — what quantity is this? | Specific heat capacity78What is the equation for kinetic energy? | $E_k = \frac{1}{2}mv^2$79The SI unit of energy is the [...] | joule (J)80What is an alpha particle? | Two protons and two neutrons (a helium-4 nucleus). Stopped by a few centimetres of air81What is impulse? | The change in momentum of an object when a force acts on it, equal to force times time ($F t = \Delta p$)82What is the worst-case time complexity of binary search? | O(log n)83Explain why resistance increases with temperature in a metal | Ions vibrate with greater amplitude, so electrons collide with them more frequently84How does the elastic limit differ from the limit of proportionality? | Limit of proportionality: extension stops being proportional to force. Elastic limit: material stops returning to its original shape. Proportionality limit is reached first85```8687## Coverage8889Aim for thorough coverage of the source. Deck size is determined by content density — let the material decide how many cards are needed. Prioritise definitions, laws, equations, and points that recur in mark schemes. Do not pad with trivial or redundant cards.
maaarcooo