AI Club Workshop Facilitator and Learning-Evidence Pack
Turn a defined AI topic into a practical club workshop with source-grounded explanations, exercises, facilitator cautions and observable before-and-after learning evidence.
Searchable AI prompt library
Browse AI Prompts
Structured instructions for completing individual tasks with an AI tool. Filter by outcome, category, tool, difficulty or keyword.
Open a Prompt to copy its instructions, run supported Prompts privately in Workplace, or prepare a task for Codex where available. Copying text does not run the Prompt.
Blind AI Model Comparison Teaching Lab and Evaluation Pack
Design a reproducible learning lab that hides model identity, uses held-out tasks and calibrated scoring, and teaches students to interpret uncertainty and failure slices.
Programme Learning Outcome Coverage and Constructive Alignment Audit
Trace programme outcomes across modules, teaching activities and assessments to expose underassessment, duplication, progression breaks and evidence gaps.
Viva and Oral Defence Evidence Probe Builder
Create adaptive oral questions tied to a submitted artefact, with follow-ups that test reasoning, sources, decisions and limitations without treating fluency as proof of authorship.
Marking Moderation Anomaly Investigation
Investigate scorer patterns, criterion distributions, anchor decisions and justified exceptions for possible marking drift without automatically changing grades.
Assessment Brief Ambiguity and Fairness Preflight
Test an assessment brief for unclear requirements, construct-irrelevant difficulty, accessibility barriers, ambiguous AI-use rules and inconsistent marking risk before release.
Quantitative Solution Error Reconstruction and Transfer Test
Locate the earliest unsupported step in a worked quantitative solution, compare plausible error explanations and create a changed problem that gathers item-level evidence of reasoning transfer.
AI-Assisted Coursework Provenance and Learning Reflection Record
Document AI inputs, accepted and rejected outputs, source checks, student revisions and learner-supplied learning evidence without certifying authorship or institutional compliance.
Reading-to-Argument Evidence Ledger
Convert assigned sources into a claim-to-evidence ledger that separates source findings, student interpretation, counterevidence and unresolved uncertainty before drafting.
Replication Package Computational Reproducibility Gate
Inspect a research package for data provenance, licensing, environment, code, seeds, dependencies and expected outputs, separating reproduced evidence from inaccessible work.
Qualitative Codebook Reliability and Reflexivity Protocol
Build and stress-test a qualitative codebook using traceable excerpts, rival interpretations, coder disagreement, positionality and documented adjudication.
Preregistration and Statistical Analysis Plan Coherence Audit
Cross-check hypotheses, outcomes, exclusions, power assumptions, models, multiplicity controls and decision rules before data inspection, with deviations made explicit.