Prompt Lab
Evals
2Oral Defense Question Bank for AI Work
Reusable prompt turns your rubric and notes into an oral-assessment kit: opening script, tagged question bank, follow-ups, scoring notes.
Rubric Builder: Self-Scoring Learning Goals
Turn your learning objectives into a four-level rubric with observable descriptors, evidence checks and honest self-scoring questions.
Research
36Class Newscast Rundown to Assignment Sheet
A reusable prompt that turns a class newscast rundown into a segment assignment sheet with fact-check slots and handoff notes.
Classroom Role-Play Kit Prompt
A reusable prompt turning one short non-fiction passage into a timed classroom role-play kit with traceable facts, role cards and a teacher checklist.
Prompt: Song and Art Activity From Your Facts
A reusable prompt that turns your verified history facts into a draft song, art brief, questions and fact-check for adult review.
AI Answer Audit: Critical-Thinking Debrief Sheet
A reusable prompt that turns any AI answer into a short student verification plan: ranked claims, check methods, a time budget and an uncertainty log.
Student Newscast Rundown Prompt
A reusable prompt that turns a student team's planning notes into a segment rundown, fact-check queue and role-based task list, with accuracy gates.
Study Aid Prompts for Students Who Struggle to Write
A reusable prompt that turns your own lesson notes into hand-drawable visual steps and 20-40 second spoken prompts, all traceable to your material.
Analysis
17Lesson-Planning AI Workflow With Human Review Gates
A reusable prompt that turns your own lesson details into a workflow showing what an AI may draft and what you must personally decide.
Draft a Data Retention Schedule Without Guessing Periods
A paste-in prompt that turns your record types and legal-watch notes into a reviewable retention schedule, leaving unspecified periods blank.
Shift-Change Log to Structured Handover Prompt
A reusable prompt that turns a messy pasted shift log into a grouped handover draft with safety items, pending work, conflicts and open questions.
Supplier Onboarding Checklist Prompt
A paste-in AI prompt that turns a contract extract and contact list into a source-anchored supplier-onboarding checklist with a visible MISSING list.
Insurance Renewal Question List Builder
Turn pasted policy text into a dated, itemized renewal question list that marks what to verify yourself and what only your broker can answer.
Prompt: Staff Certification Renewal Tracker
A copy-paste prompt that turns a pasted staff certification list into a renewal-tracking table with urgency tiers and verification gaps.
Writing
16Plain-Language Explainer That Keeps Every Caveat
A reusable prompt that turns any supplied passage into a plain-language explanation while listing every condition, exception and hedge it contains.
Prompt: Notes to Project Proposal
A reusable writing prompt that turns rough notes and constraints into a structured project proposal, flagging missing facts instead of inventing them.
Draft a Polite Follow-Up Without Inventing Facts
A reusable prompt that drafts polite follow-up messages using only the facts you supply, and flags every missing or ambiguous detail before you send.
Resume Bullet Editor: No Invented Facts
A reusable prompt that tightens resume bullets using only your facts, flags unsupported claims, and asks instead of inventing numbers.
Benefit-First Website Copy From a Feature List
A reusable prompt that turns a raw feature list into benefit-first website copy while flagging every unsupported claim with [NEED: ...].
Plain-Language Privacy Notice Drafting Prompt
A reusable prompt that turns a filled-in practice inventory into a plain-language website privacy notice, with open questions and pre-publish checks.
Other
15Shopping Brief Flags Allergens Before You Buy
Turn rough shopping notes into a store-section brief that flags allergens, quantities, missing details and duplicates for human review.
Dry-Run File Rename Plan for Downloads
A reusable prompt that turns a pasted file list into a reviewable rename table, diff preview, flags and checklist - draft only, nothing renamed.
Delegation Brief for Draft-Only Survey Invitations
A reusable prompt that turns survey notes and recipient conditions into a draft-only agent brief with exclusion rules and a human approval gate.
A Safe Photo-Library Reorg Plan Prompt You Run Yourself
A plain-text prompt that turns your photo list into a dry-run folder tree, rename map and undo plan you review and run yourself — no files touched.
Folder Cleanup Plan as a Dry-Run Manifest
Plan a folder cleanup before touching anything: a dry-run manifest with per-file actions, confidence levels and open questions.
Read-Only Household Meter Reading Extraction Sheet
Paste messy meter notes and get a read-only Markdown sheet that flags ambiguous values for your confirmation, without any account access.
design
13Colour-Blind-Safe Chart Scheme Drafter
A reusable prompt that turns your own data-series list into a colour scheme with redundant cues, contrast notes and a text-label fallback.
Lyric Brief Writer for History Topics
Turn a history topic and required facts into a structured lyric brief with a section plan, fact-to-line map, and retention checklist.
Audio-Guide Script from Object List
A reusable prompt that turns a pasted museum object list into timed audio-guide stops, using only supplied descriptions and flagging gaps.
Turn a User Problem into a Design-Sprint Challenge
A reusable prompt that turns a user problem and constraints into a challenge statement, three diverge prompts, and one converge criterion.
Script Claim & Transition Review Prompt
A reusable prompt that lists a script's claims, marks each as supported or unsupported, flags narrative gaps, and gives a bounded revision plan.
Mood Board to Colour and Type Palette Prompt
A reusable prompt that turns a written mood board into a colour palette, contrast checks, type pairing and manual fallback steps.