AI Workflows at Work: Prompt Libraries and Reliable Outputs
Move from one-off prompting to dependable AI-assisted work. Using a fictional events business, you will triage suitable tasks, write grounded prompts, defend against injected instructions, turn prompts into versioned templates, get structured JSON and table outputs, control tone with examples, score outputs against test sets, and apply accuracy, privacy and copyright checks before anything is sent. Works with ChatGPT, Microsoft Copilot, Google Gemini or similar; a free tier is enough because all practice material is fictional. Text-based course with a source pack, prompt library, test log and pre-send checklist to download.
Unlock this course and 50+ others
One membership at £4 a month opens every lesson, quiz and certificate on Skillora. Cancel anytime.
- Every paid course in the library unlocked
- Quizzes and verifiable completion certificates
- Career pathways matched to the courses
- Cancel any time — access runs to the end of your billing period
Course content
Module 1: Foundations: the right tasks, settings and sources
Decide which work tasks suit AI, set up safe accounts, and write prompts that stay grounded in approved sources.
- Choose suitable tasks and check your tool settings25 min
- Write a reliable work prompt30 min
- Ground answers in sources and resist injected instructions30 min
Module 2: Build a team prompt library
Turn prompts that work into reusable, versioned templates with structured outputs and style examples.
- Turn a good prompt into a reusable template30 min
- Get structured outputs: tables, checklists and JSON35 min
- Use examples and a style guide for consistent tone30 min
Module 3: Reliability: test, verify and protect
Score outputs against a test set, check facts and numbers, and apply privacy and copyright safeguards.
- Build a test set and score outputs35 min
- Check facts, numbers and citations30 min
- Privacy, confidentiality and copyright checks30 min
Module 4: Operate at team level
Share instructions safely, design workflows with human review points and deliver a tested prompt library.
- Reusable assistants and shared instructions30 min
- Design workflows with human review points30 min
- Capstone: deliver a tested team prompt library60 min