Prompt Template Library
148+ ready-to-use structured prompts for Malaysian higher education and administration.
Literature Review Summarizer
Synthesize academic papers into a structured literature review with themes and research gaps.
FRGS 2025 Grant Outline
Generate a structured research grant proposal outline aligned with FRGS 2025 requirements.
Research Gap Identifier
Analyse a topic and identify under-explored research gaps from recent literature.
Learning Outcomes (MQF 2.0)
Generate MQF 2.0 aligned programme and course learning outcomes.
OBA Alignment Map
Create an Outcome-Based Assessment alignment map linking CLOs to assessments.
Malaysian Case Study Creator
Develop contextualised Malaysian academic or industry case studies for teaching.
Micro-Learning Script
Write a short, focused micro-learning video script for a single concept.
Gamification Strategy
Design a gamification strategy to boost student motivation in a course.
Socratic Inquiry Generator
Generate deep Socratic questions to stimulate critical thinking on any topic.
MCQ Builder
Generate high-quality multiple-choice questions with distractors at various Bloom's levels.
MQF Rubric Generator
Create detailed assessment rubrics aligned with MQF 2.0 domain descriptors.
Code Review Assistant
Perform a structured code review covering quality, security, and best practices.
Unit Test Generator
Generate comprehensive unit tests for provided code functions.
Bug Explainer
Explain a bug clearly and provide a corrected solution with reasoning.
Project Timeline Builder
Create a detailed Gantt-style project timeline with milestones and dependencies.
OKR Goal Setter
Define clear Objectives and Key Results for a department, team, or individual.
Meeting Agenda Builder
Generate a structured meeting agenda with time allocations and action items.
Academic Text Polisher
Elevate academic writing to publication-quality prose with proper citations.
Abstract Generator
Write a concise, structured abstract for a research paper or conference submission.
Conference Abstract Submitter
Draft a compelling 250-word abstract for an international or national academic conference.
Systematic Review Protocol (PRISMA)
Build a PRISMA-aligned systematic review protocol including search strategy, inclusion/exclusion criteria, and data extraction plan.
Flipped Classroom Activity Set
Design a complete flipped learning sequence — pre-class video + quiz and in-class collaborative activity.
Table of Specification (TOS) Builder
Create a test blueprint mapping CLOs to Bloom's Taxonomy levels, question types, and marks allocation.
Infographic Content Planner
Plan all text blocks, visuals, and layout sections for an educational or professional infographic.
Video Lecture Script Writer
Write a complete 8–10 minute asynchronous video lecture script with on-screen cues and engagement hooks.
PBL Scenario Designer
Design an authentic, ill-structured Problem-Based Learning scenario with facilitator guide for Malaysian higher education.
Exit Ticket Question Set
Generate 5 varied exit ticket questions to check student understanding at the end of a class session.
Formative Feedback Generator (RISE)
Generate structured, growth-oriented feedback on student work using the RISE model (Reflect, Inquire, Suggest, Elevate).
Peer Review Rubric Designer
Design a student-facing peer review rubric with clear criteria and performance descriptors for any assignment type.
API Documentation Writer
Write complete, developer-ready API endpoint documentation with parameters, examples, and error codes.
Database Schema Designer
Design a normalised relational database schema with entity relationships, SQL CREATE statements, and index recommendations.
Risk Register Builder
Build a structured project or departmental risk register with likelihood/impact matrix, mitigation strategies, and owners.
Departmental Strategic Plan Writer
Write a structured 3-year departmental strategic plan with SWOT-informed objectives, KPIs, and implementation timeline.
Executive Summary Writer
Write a one-page executive summary for any formal report, study, or proposal.
Professional Blog Post Outline
Create a detailed outline for a thought-leadership blog post on an academic or professional topic.
Research Proposal Outline [PARTS]
Draft a complete research proposal with all required sections for postgraduate admission or grant application.
Academic Seminar Proposal [CO-STAR]
Write a complete proposal for an academic seminar, colloquium, or workshop — using CO-STAR framework.
Thesis Chapter Writer [PARTS]
Write a complete thesis or dissertation chapter with full academic rigour and consistent structure.
Research Paper Introduction [CO-STAR]
Write a compelling, gap-driven introduction section for a journal article or conference paper.
Interview Protocol Designer [RISEN]
Design a semi-structured qualitative interview protocol with probing questions for any research topic.
Survey Questionnaire Builder [RISEN]
Build a validated research survey questionnaire with Likert scales and appropriate question types.
Research Methodology Section [RTF]
Write a complete methodology chapter covering design, sampling, instruments, data collection, and analysis.
Data Analysis Plan [RTF]
Write a structured data analysis plan for quantitative or qualitative research datasets.
Academic Research Poster [APE]
Plan and write all content sections for an A0/A1 conference research poster.
Oral Defense Presentation [APE]
Outline a 15–20 minute viva voce presentation with slide content plan and anticipated examiner questions.
Conceptual Framework Builder [CREATE]
Build a justified conceptual framework with construct definitions, relationship diagram, and derived hypotheses.
Research Instrument Designer [CREATE]
Design a validated data collection instrument — observation checklist, rubric, or achievement test.
Research Findings Section Writer [ERA]
Write a structured findings chapter presenting data objectively by research objective.
Discussion & Implications Writer [ERA]
Write a critical discussion chapter interpreting findings, connecting to literature, and articulating contributions.
Research Ethics Application [CARE]
Write a complete research ethics committee application for studies involving human participants.
Informed Consent Form [CARE]
Write a plain-language participant information sheet and informed consent form for any research study.
Literature Search Strategy [TRACE]
Build a systematic, reproducible literature search strategy across major academic databases.
Research Progress Report [TRACE]
Write a structured research progress report for supervisory committee or faculty board review.
Active Learning Lesson Design [RISEN]
Design a complete active learning lesson plan with varied student-centred strategies for any university topic.
Course Assessment Blueprint [CREATE]
Design a comprehensive full-semester assessment blueprint aligned with CLOs, Bloom's levels, and MQA requirements.
Course Module Guide Writer [PARTS]
Write a complete module guide covering all course information students need for the semester.
Lesson Plan Designer [PARTS]
Design a detailed 1-hour or 2-hour lesson plan for any subject with clear objectives and activities.
Course Outline Designer [CO-STAR]
Design a structured semester-long course outline with weekly topics, learning activities, and assessment timeline.
Field Learning Activity Design [CO-STAR]
Design a structured field learning or community-based learning activity with objectives and reflection tasks.
Tutorial Session Plan [RISEN]
Design a structured tutorial session plan that reinforces lecture content through active problem-solving.
Micro-credential Module Design [CREATE]
Design a complete standalone micro-credential module with competencies, content, and badge criteria.
Industry Partnership Learning Module [ERA]
Design a course module co-developed with industry partners incorporating real workplace challenges.
Internship Learning Framework [ERA]
Build a structured internship learning framework with weekly log, supervisor evaluation, and reflection portfolio.
Peer Learning Activity Design [CARE]
Design a structured peer learning activity where students teach and learn from each other.
Guest Lecture Integration Guide [CARE]
Design a guest lecture integration plan with pre-lecture preparation, facilitation guide, and post-lecture activities.
Programme Competency Map [TRACE]
Build a competency mapping matrix linking PLOs to graduate attributes, industry standards, and professional bodies.
E-Learning Module Design [TRACE]
Design a complete asynchronous e-learning module with content structure, interactivities, and completion criteria.
Social Media Content Calendar [RTF]
Create a structured 4-week social media content calendar with captions, hashtags, and posting schedule.
Institutional Newsletter Writer [CARE]
Write a complete, ready-to-send newsletter edition for a department, faculty, or professional community.
Content Writing Style Guide [PARTS]
Create a brand writing style guide for a department, publication, or digital platform.
Annual Content Calendar [PARTS]
Plan a year-long content calendar with themes, content types, and publishing schedule for any platform.
Content Brief Writer [CO-STAR]
Write a detailed content brief for writers, designers, or video producers on any topic.
Thought Leadership Article [CO-STAR]
Write a compelling thought leadership article for LinkedIn, an academic blog, or institutional publication.
Explainer Video Script [RISEN]
Write a clear, engaging explainer video script for a concept, product, or process.
Podcast Episode Outline [RISEN]
Outline a structured podcast episode with talking points, guest questions, and show notes.
E-Book or Guide Outline [APE]
Create a detailed chapter-by-chapter outline for an educational e-book or downloadable resource guide.
White Paper Writer [APE]
Write a structured white paper presenting research findings or a policy position for a professional audience.
Creative Writing Prompt Generator [ERA]
Generate structured creative writing prompts for academic, professional, or personal development contexts.
English-BM Content Adaptation Guide [ERA]
Adapt English content into professional Bahasa Melayu maintaining tone, register, and cultural context.
Discussion Forum Prompt Generator [APE]
Generate 5 varied, thought-provoking online forum prompts to drive critical thinking and peer dialogue.
Group Project Brief Designer [TRACE]
Design a complete group project brief with scenario, team roles, deliverables, and equitable assessment structure.
Ice-Breaker Activity Designer [PARTS]
Design fun, inclusive ice-breaker activities for first-class sessions or workshop openings.
Student Motivation Strategy Builder [PARTS]
Design a set of evidence-based motivation strategies to re-engage disengaged students in a course.
Case-Based Learning Scenario [CO-STAR]
Design a rich case study scenario for case-based learning with discussion questions and facilitator notes.
Role-Play Activity Designer [CO-STAR]
Design a structured role-play or simulation activity for developing professional communication skills.
Classroom Challenge Activity [RISEN]
Design a competitive or team-based classroom challenge to energise engagement with course content.
Academic Debate Activity [RISEN]
Design a structured academic debate activity with motions, preparation guide, and assessment criteria.
Learning Journal Prompts [RTF]
Generate structured weekly learning journal prompts that develop reflection skills and metacognition.
Student Mentoring Conversation Guide [RTF]
Create a structured guide for academic mentors conducting productive student mentoring sessions.
Mini Hackathon Design [APE]
Design a 1-day or half-day academic hackathon or design sprint for students.
Study Group Structure Designer [APE]
Design a structured peer study group framework with roles, session plans, and accountability tools.
Outdoor Learning Activity [ERA]
Design a structured outdoor or nature-based learning activity connecting course content to real-world environments.
Community Engagement Project Design [ERA]
Design a service-learning or community engagement project connecting students with local Malaysian communities.
Class Learning Contract [CARE]
Create a collaborative class learning contract that builds community norms and shared expectations.
Student Wellbeing Check-In Protocol [CARE]
Design a structured wellbeing check-in protocol for lecturers to use with students showing signs of distress.
Assignment Brief Writer [ERA]
Write a complete, unambiguous assignment brief with task description, requirements, submission details, and rubric summary.
Oral Presentation Assessment Rubric [PARTS]
Create a detailed, criterion-referenced rubric for assessing student oral presentations across content, delivery, and Q&A.
Software Requirements Specification [CO-STAR]
Write a complete SRS document covering functional, non-functional, and interface requirements for any software system.
Technical Specification Document [RISEN]
Write a complete technical specification for a software feature — scope, data models, API contracts, and acceptance criteria.
Annual Action Plan Writer [CREATE]
Write a comprehensive annual action plan with SMART activities, quarterly milestones, KPIs, and budget allocation.
Project Closure Report [RTF]
Write a comprehensive project closure report documenting outcomes, lessons learned, and formal handover for administrative archival.
Press Release Writer [CARE]
Write a publication-ready press release for any institutional announcement, achievement, or event launch.
Policy Brief Writer [ERA]
Write a concise, evidence-based policy brief presenting a clear problem, options, and specific recommendations for decision-makers.
Peer Feedback Protocol [CO-STAR]
Design a structured peer-feedback protocol with prompts, quality checks, and moderation rules.
Assessment Blueprint Matrix [RISEN]
Build an assessment blueprint mapping CLOs to item types, cognitive levels, and score weightage.
Exam Moderation Checklist [RTF]
Create a pre-release exam moderation checklist for fairness, clarity, and technical quality.
Grading Appeal Response Draft [APE]
Draft a professional response to student grade appeals with evidence references and decision rationale.
Marker Calibration Workshop Plan [CREATE]
Design a marker calibration session to improve inter-rater reliability before large-scale grading.
Reusable Feedback Bank [CARE]
Build a high-quality reusable feedback comment bank by criterion and performance level.
Assessment Integrity Risk Scan [TRACE]
Run a structured integrity risk scan for assessment design and delivery.
Codebase Refactor Plan [PARTS]
Create a pragmatic refactor plan with sequence, guardrails, and rollback points.
Incident Postmortem Writer [RTF]
Draft a blameless incident postmortem with timeline, root cause, and action items.
Performance Tuning Plan [APE]
Create a targeted performance tuning plan with metrics, bottlenecks, and optimization priorities.
Architecture Decision Record [CREATE]
Write an ADR with options analysis, tradeoffs, and implementation implications.
Service Runbook Draft [ERA]
Create an operational runbook for on-call diagnosis, mitigation, and recovery.
Secure Coding Checklist [CARE]
Build a practical secure coding checklist mapped to common web vulnerabilities.
Release Readiness Gate [TRACE]
Design a release-readiness gate covering quality, security, and rollback preparedness.
Initiative Roadmap Builder [PARTS]
Build a strategic initiative roadmap with sequencing, dependencies, and decision checkpoints.
Department Budget Narrative [CO-STAR]
Write a budget planning narrative that justifies allocations against strategic priorities.
Implementation Plan Template [RISEN]
Create a full implementation plan with phases, owners, dependencies, and control points.
Scenario Planning Pack [APE]
Develop best/base/worst-case scenarios with triggers and response actions.
Operations Calendar Design [ERA]
Design an operations calendar for recurring activities, deadlines, and governance reviews.
Stakeholder Engagement Plan [CARE]
Create a stakeholder engagement plan with communication cadence and escalation rules.
Risk Register Builder [TRACE]
Generate a risk register with scoring logic, controls, and monitoring cadence.
Whitepaper Draft Framework [PARTS]
Create a structured whitepaper draft with argument flow, evidence placement, and conclusion strategy.
Opinion Editorial Draft [CO-STAR]
Write an op-ed that takes a clear position while grounded in credible evidence.
Research Newsletter Brief [RISEN]
Create a monthly research newsletter draft summarizing highlights and actions.
Executive Memo Writer [RTF]
Write a concise executive memo with recommendation, rationale, and requested decision.
Keynote Speech Outline [APE]
Develop a keynote speech outline with narrative arc, key messages, and audience hooks.
Brand Voice Style Guide [CREATE]
Write a lightweight brand voice guide with examples and do/don't rules.
Bilingual Translation Brief [TRACE]
Create a translation brief ensuring terminology consistency across BM-English outputs.
Recommendation Letter Writer
Draft a compelling, personalised academic or professional recommendation letter.
Professional Email Composer
Compose a clear, professional email for any academic or administrative purpose.
Excel: Monthly Budget Tracker [PARTS]
Build an Excel monthly departmental budget tracker with variance analysis and dashboard — using PARTS framework.
Word: Surat Rasmi Generator [RISEN]
Draft a formal Bahasa Melayu official letter for any administrative purpose using the RISEN framework.
PowerPoint: Taklimat Kewangan [CO-STAR]
Design a PowerPoint financial briefing slide structure and speaker notes for senior management, using CO-STAR framework.
Excel: Formula Builder [RTF]
Generate ready-to-use Excel formulas for financial calculations, payroll, and administrative data management using the RTF framework.
Word: Laporan Kewangan Tahunan [ERA]
Write a structured annual financial report narrative for institutional or departmental publication using the ERA framework.
Excel: Borang Tuntutan Belanja [CARE]
Design an Excel expense claim form with automated calculations for Malaysian public institution travel and operational claims using CARE framework.
PowerPoint: Laporan Tahunan [TRACE]
Build a complete annual report PowerPoint deck structure for departmental or institutional presentation using the TRACE framework.
Word: Surat Tawaran Jawatan [CREATE]
Draft a formal employment offer letter for academic or administrative positions using the CREATE framework.
Excel: Analisis Pivot Data Kewangan [APE]
Generate an AI prompt for Excel pivot table design and financial data analysis for administrative reporting using the APE framework.
Excel: Ekstrak & Ringkasan Data [CO-STAR]
Extract and summarise key information from an Excel sales and customer data file for an Operations Manager — using CO-STAR framework.
Excel: Laporan Analisis Tren Data [RTF]
Analyse Excel data to extract top 5 trends, identify missing values, and calculate column totals — using the RTF framework.
Excel: Prestasi Suku Tahunan [TRACE]
Extract quarterly performance data from Excel — top products, lowest sales region, and average delivery time — using the TRACE framework.
Excel: Analisis Margin Keuntungan [APE]
Extract sales data from Excel to identify the highest profit margin products per category — using the APE framework.
Excel: Audit Laporan Perbelanjaan [RISEN]
Perform a financial audit on an Excel expense report, grouping by month and flagging transactions over RM5,000 — using the RISEN framework.
Excel: Kadar Pertumbuhan Bulanan [CARE]
Analyse Excel data to calculate monthly growth rates and write professional narrative paragraphs for an annual report to the Board of Directors — using the CARE framework.