148+ ready-to-use prompts for Malaysian higher education & administration.
Curated templates across academic, coding, assessment and administrative work — built for Malaysian institutions, with native Bahasa Melayu support. Pick one, fill the blanks, done.
Templates
Showing 148 templates
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) [RISEN]
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 [RTF]
Create a test blueprint mapping CLOs to Bloom's Taxonomy levels, question types, and marks allocation.
Infographic Content Planner [CO-STAR]
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 [APE]
Generate 5 varied exit ticket questions to check student understanding at the end of a class session.
Formative Feedback Generator (RISE) [RISEN]
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 [RTF]
Write complete, developer-ready API endpoint documentation with parameters, examples, and error codes.
Database Schema Designer [CO-STAR]
Design a normalised relational database schema with entity relationships, SQL CREATE statements, and index recommendations.
Risk Register Builder [TRACE]
Build a structured project or departmental risk register with likelihood/impact matrix, mitigation strategies, and owners.
Departmental Strategic Plan Writer [CREATE]
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 [APE]
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.
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