# Universal Subject Prompt Bank > > - **Type:** Skill - **Install:** `agentstack add skill-pinakdhabu-exam-prompt-subject-prompt-bank` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [pinakdhabu](https://agentstack.voostack.com/s/pinakdhabu) - **Installs:** 0 - **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [pinakdhabu](https://github.com/pinakdhabu) - **Source:** https://github.com/pinakdhabu/Exam-prompt/tree/main/skills/subject-prompt-bank - **Website:** https://pinakdhabu.github.io/Exam-prompt/ ## Install ```sh agentstack add skill-pinakdhabu-exam-prompt-subject-prompt-bank ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About # Universal Subject-Specific Answer Bank ## Purpose This skill provides pre-optimized, exam-ready sample answers for virtually any university subject worldwide. It uses a **Subject Template Framework** that adapts answer structure, depth, and presentation to match the conventions of each academic discipline. Each answer is calibrated to: - Match the exact marks allocation - Include time budget for real exam conditions - Follow model answer format expected by examiners in that discipline - Include marking scheme box - Use discipline-appropriate vocabulary, evidence types, and reasoning patterns --- ## Subject Template Framework The framework provides **eight discipline templates**. Each template defines: - **Answer anatomy**: how to structure responses for that discipline - **Evidence types**: what constitutes proof/justification - **Keyword density**: technical vocabulary expectations - **Diagram/visual policy**: when and how to use diagrams - **Numerical policy**: how to handle calculations - **Citation format**: how to reference sources where applicable ### 1. Engineering Subjects (Formulas, Diagrams, Numerical) - **Answer anatomy**: Concept → Formula → Solved Example → Result Interpretation - **Evidence**: Standard formulas, SI units, diagrams (circuit/block/flow), solved numericals - **Keyword density**: High — use technical terms, component names, parameter symbols - **Diagram policy**: Required for 4+ marks — circuit diagrams, block diagrams, flowcharts - **Numerical policy**: Must show formula → substitution → steps → final answer with units - **Citation format**: Standard notation (e.g., Ohm's Law: V = IR) ### 2. Science Subjects (Theories, Experiments, Derivations) - **Answer anatomy**: Theoretical Principle → Experimental Setup → Observation → Conclusion - **Evidence**: Laws, derivations, experimental data, observations, classifications - **Keyword density**: High — use scientific terminology, units, nomenclature - **Diagram policy**: Required for 4+ marks — experimental setup, graphs, ray diagrams - **Numerical policy**: Show formula, substitution, significant figures, units - **Citation format**: Scientific naming conventions, law names, discoverer names ### 3. Management Subjects (Case Studies, Frameworks, Models) - **Answer anatomy**: Framework → Application → Case Example → Business Implication - **Evidence**: Management models (Porter's Five Forces, SWOT, PESTLE), case studies, real-world examples - **Keyword density**: Moderate — balance technical terms with clear explanation - **Diagram policy**: Diagrams useful but optional — frameworks, matrices, flowcharts - **Numerical policy**: Financial calculations, ratios, break-even analysis with interpretation - **Citation format**: Author names, year, model names ### 4. Law Subjects (Statutes, Cases, Principles) - **Answer anatomy**: Legal Principle → Statute Reference → Case Citation → Application - **Evidence**: IPC/CRPC sections, constitutional articles, landmark judgments, precedents - **Keyword density**: High — precise legal terminology, Latin maxims, statutory references - **Diagram policy**: Rarely used — flowcharts for procedural law only - **Numerical policy**: Not applicable except in calculation of damages or sentences - **Citation format**: Case name (Year) Court, Statute name, Section number ### 5. Medical Subjects (Anatomy, Physiology, Pathology) - **Answer anatomy**: Definition → Anatomical Structure → Physiological Function → Clinical Significance - **Evidence**: Anatomical nomenclature (Latin/Greek terms), physiological mechanisms, pathological changes - **Keyword density**: Very high — precise anatomical terms, eponyms, clinical terminology - **Diagram policy**: Required for 4+ marks — labeled diagrams, flowcharts, clinical images - **Numerical policy**: Drug dosages, lab values, vital signs with normal ranges - **Citation format**: Standard medical nomenclature (e.g., Terminologia Anatomica), ICD codes ### 6. Computer Science Subjects (Algorithms, Architectures, Code) - **Answer anatomy**: Definition → Algorithm/Pseudocode → Time/Space Analysis → Example Execution - **Evidence**: Pseudocode, code snippets, complexity analysis (Big O), architecture diagrams - **Keyword density**: High — precise CS terminology, data structure names, algorithmic paradigms - **Diagram policy**: Required for 4+ marks — architecture diagrams, flowcharts, state machines - **Numerical policy**: Complexity calculations, recurrence relations, trace tables - **Citation format**: Standard algorithm names, programming language conventions ### 7. Mathematics Subjects (Proofs, Derivations, Calculations) - **Answer anatomy**: Statement → Given → Proof/Derivation → Conclusion - **Evidence**: Theorems, lemmas, axioms, step-by-step algebraic manipulation, geometric constructions - **Keyword density**: Moderate — precise mathematical notation, symbols, logical connectors - **Diagram policy**: Required for geometry/graph theory — graphs, geometric figures, number lines - **Numerical policy**: Every step must be shown; no skipped algebraic manipulation - **Citation format**: Theorem names, mathematician names, standard notation (e.g., $\sum$, $\int$) ### 8. Humanities Subjects (Essays, Arguments, Evidence) - **Answer anatomy**: Thesis Statement → Argument 1/2/3 → Supporting Evidence → Conclusion - **Evidence**: Primary/secondary sources, historical events, literary texts, statistical data - **Keyword density**: Moderate — disciplinary jargon balanced with accessible prose - **Diagram policy**: Optional — timelines, maps, infographics for data presentation - **Numerical policy**: Census data, survey statistics, economic indicators when relevant - **Citation format**: MLA/APA/Chicago depending on university convention ### 9. Nursing & Health Sciences (Clinical Reasoning, Care Plans, Evidence-Based Practice) - **Answer anatomy**: Clinical Presentation → Assessment → Diagnosis → Plan → Evaluation - **Evidence**: Patient data, vital signs, lab values, nursing diagnoses (NANDA-I), clinical guidelines - **Keyword density**: High — precise medical/nursing terminology, abbreviations (e.g., SOB, NPO, PRN) - **Diagram policy**: Required for 4+ marks — body system diagrams, care plan flowcharts, anatomical charts - **Numerical policy**: Drug calculations (dosage, drip rates), BMI, fluid balance, APGAR scores — show formula and units - **Citation format**: Standard clinical terminology (ICD-11, SNOMED CT), nursing diagnosis labels ### 10. Design & Visual Arts (Portfolio, Critique, Studio Practice) - **Answer anatomy**: Design Problem → Research → Concept → Process → Outcome → Critique - **Evidence**: Design principles (balance, contrast, hierarchy, rhythm), colour theory, typography, material studies - **Keyword density**: Moderate to high — discipline-specific vocabulary (e.g., kerning, chiaroscuro, biomimicry, wireframe) - **Diagram policy**: Mandatory — sketches, mood boards, wireframes, process documentation, annotated images - **Numerical policy**: Measurements, proportions, aspect ratios, colour codes (HEX/RGB/CMYK), material specifications - **Citation format**: Designer names, movement names (Bauhaus, Art Deco), software/tool names ### 11. Social Sciences (Research, Data Analysis, Theory Application) - **Answer anatomy**: Theoretical Framework → Research Question → Methodology → Findings → Interpretation - **Evidence**: Empirical studies, survey data, census statistics, ethnographic observations, theoretical constructs - **Keyword density**: Moderate — theoretical terms (e.g., structural functionalism, intersectionality, social capital) - **Diagram policy**: Useful for data presentation — bar charts, scatter plots, network diagrams, timelines - **Numerical policy**: Descriptive statistics (mean, median, mode), correlation coefficients, chi-square, regression output - **Citation format**: APA (most common), ASA, Chicago; include year, journal, DOI for studies --- ## Time-Budgeted Answer Framework by Mark Level Regardless of discipline, answers at each mark level follow a time budget. Adjust content density based on template above. ### [1 Mark] — 1 Minute - **Structure**: 1 key fact, definition, or term — no elaboration - **Depth**: Minimal — single correct piece of information - **What examiners check**: Exactness of term/definition, correct spelling, no added content - **Avoid**: Diagrams, examples, explanations, comparisons, justification ### [2 Marks] — 2 Minutes - **Structure**: 1 definition/statement + 1 key point OR 2 bullet points only - **Depth**: Surface-level, single concept - **What examiners check**: Correctness of core idea, keyword usage, no irrelevant detail - **Avoid**: Diagrams, examples, comparisons, explanations beyond one sentence ### [4 Marks] — 4 Minutes - **Structure**: Definition + 4 key points OR 2 main points with brief explanation each - **Depth**: Moderate — concept explanation with supporting details - **What examiners check**: Structured answer, relevant keywords, logical flow - **Diagrams**: Simple diagram expected if applicable (Engineering/Science/CS/Medical) ### [6 Marks] — 6 Minutes - **Structure**: Introduction + 4–6 detailed points + Conclusion OR Comparison table - **Depth**: Significant — concept + mechanism + example/application - **What examiners check**: Complete coverage, structured format, illustrative example, clear conclusion - **Diagrams**: Expected for applicable subjects — labeled diagram or flowchart ### [10 Marks] — 10 Minutes - **Structure**: Full answer with Introduction + 6–8 detailed points + Example/Case Study + Conclusion - **Depth**: Comprehensive — multiple aspects, comparisons, real-world applications - **What examiners check**: Exhaustive coverage, proper structure, diagrams, practical examples, critical analysis - **Diagrams**: Required — multiple diagrams if applicable ### [15 Marks] — 15 Minutes - **Structure**: Extended essay with Abstract → Theory → Analysis → Case Study → Critical Evaluation → Conclusion - **Depth**: Deep — interdisciplinary connections, research references, original synthesis - **What examiners check**: Complete mastery, research awareness, critical thinking, structured argumentation - **Diagrams**: Multiple diagrams/tables/charts expected --- ## Engineering Subjects — Sample Answers ### Template 1: Formula-Based Problem (Mechanical Engineering) Subject: Fluid Mechanics | University: [Any] | Question Type: Numerical + Theory #### Define Reynolds Number and determine flow type [2 marks] **Time Budget**: 2 min **Reynolds Number (Re)** is a dimensionless quantity defined as $Re = \frac{\rho v D}{\mu}$, where $\rho$ is fluid density, $v$ is velocity, $D$ is pipe diameter, and $\mu$ is dynamic viscosity. It indicates whether flow is laminar (Re 4000). #### Explain Bernoulli's Theorem with application [6 marks] **Time Budget**: 6 min **Bernoulli's Theorem** states that for an incompressible, inviscid fluid in steady flow, the total mechanical energy per unit weight remains constant along a streamline: $P/\rho g + v^2/2g + z = \text{constant}$. 1. **Pressure Energy** ($P/\rho g$): Energy due to fluid pressure. 2. **Kinetic Energy** ($v^2/2g$): Energy due to fluid velocity. 3. **Potential Energy** ($z$): Energy due to elevation above datum. 4. **Assumptions**: Steady flow, incompressible, inviscid, along streamline. 5. **Venturi Meter Application**: Throat constriction increases velocity → decreases pressure. Pressure difference measured gives flow rate. 6. **Limitations**: Real fluids have viscosity; friction losses cause energy drop along flow. Thus, Bernoulli's Theorem is fundamental to fluid mechanics and is widely applied in flow measurement devices. --- ### Template 2: Circuit Analysis (Electrical Engineering) Subject: Network Theory | University: [Any] | Question Type: Network Theorem #### State and explain Superposition Theorem [4 marks] **Time Budget**: 4 min **Superposition Theorem** states that in a linear bilateral network containing multiple independent sources, the response (voltage/current) in any branch equals the algebraic sum of responses caused by each independent source acting alone. 1. **Procedure**: Consider one source at a time; replace other voltage sources with short circuit and current sources with open circuit. 2. **Linear Requirement**: Only applicable to circuits obeying Ohm's Law — resistors, capacitors, inductors. 3. **Superposition**: Add individual contributions with proper sign convention. 4. **Limitation**: Does not apply to power calculations ($P = I^2R$) since power is nonlinear. Thus, Superposition Theorem simplifies analysis of circuits with multiple sources. --- ## Science Subjects — Sample Answers ### Template 1: Physics Derivation Subject: Electromagnetism | University: [Any] | Question Type: Derivation #### Derive Gauss's Law in electrostatics [6 marks] **Time Budget**: 6 min **Gauss's Law** states that the electric flux through any closed surface equals $\frac{1}{\varepsilon_0}$ times the total charge enclosed by that surface. 1. **Electric Flux**: $\Phi_E = \oint \vec{E} \cdot d\vec{A}$, where $d\vec{A}$ is area vector normal to surface. 2. **Consider** a point charge $q$ at center of a spherical surface of radius $r$. 3. **Field** at distance $r$: $E = \frac{1}{4\pi\varepsilon_0}\frac{q}{r^2}$ (radially outward). 4. **Flux** through sphere: $\Phi_E = \oint \frac{1}{4\pi\varepsilon_0}\frac{q}{r^2} \cdot \hat{r} \cdot dA = \frac{q}{4\pi\varepsilon_0 r^2} \cdot 4\pi r^2 = \frac{q}{\varepsilon_0}$. 5. **Generalization**: For any closed surface, $\oint \vec{E} \cdot d\vec{A} = \frac{Q_{\text{enc}}}{\varepsilon_0}$. 6. **Significance**: Relates electric field distribution to charge distribution; fundamental to Maxwell's equations. Thus, Gauss's Law provides a powerful tool for calculating electric fields of symmetric charge distributions. ### Template 2: Chemistry Mechanism Subject: Organic Chemistry | University: [Any] | Question Type: Reaction Mechanism #### Explain SN1 and SN2 reaction mechanisms [6 marks] **Time Budget**: 6 min **SN1** (Substitution Nucleophilic Unimolecular) and **SN2** (Substitution Nucleophilic Bimolecular) are two major nucleophilic substitution mechanisms. | SN1 | SN2 | | ------------------------------------------------------------------ | ---------------------------------------------------------------- | | Two-step mechanism: carbocation formation then nucleophilic attack | Single-step concerted mechanism | | Rate depends only on substrate concentration: Rate = k[RX] | Rate depends on both substrate and nucleophile: Rate = k[RX][Nu] | | Favored by tertiary alkyl halides | Favored by primary alkyl halides | | Racemization occurs (attack from both sides) | Inversion of configuration (Walden inversion) | | Polar protic solvents preferred | Polar aprotic solvents preferred | Thus, the choice of SN1 vs SN2 depends on substrate structure, nucleophile strength, and solvent polarity. --- ## Management Subjects — Sample Answers ### Template 1: Strategy Framework Subject: Strategic Management | University: [Any] | Question Type: Framework Analysis #### Explain Porter's Five Forces Model [4 marks] **Time Budget**: 4 min **Porter's Five Forces** is a framework for analyzing industry competitiveness and profitability. 1. **Threat of New Entrants**: Barriers to entry (capital, regulations, brand loyalty). 2. **Bargaining Power of Suppliers**: Suppliers' ability to raise prices or reduce quality. 3. **Bargaining Power of Buyers**: Customers' ab … ## Source & license This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [pinakdhabu](https://github.com/pinakdhabu) - **Source:** [pinakdhabu/Exam-prompt](https://github.com/pinakdhabu/Exam-prompt) - **License:** MIT - **Homepage:** https://pinakdhabu.github.io/Exam-prompt/ Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/skill-pinakdhabu-exam-prompt-subject-prompt-bank - Seller: https://agentstack.voostack.com/s/pinakdhabu - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.