The CONTEXT Framework™
The CONTEXT Framework™ is a 6-element prompt engineering methodology developed by Tim Plummer through hundreds of real business prompts across his companies. It helps professionals write AI prompts that produce accurate, useful results on the first attempt. The six elements are: Circumstance, Objective, Nuance, Tone, Examples, and eXpectations.
Write AI Prompts That Work First Time
Most AI prompts fail not because the AI is bad, but because the prompt is incomplete. CONTEXT is a structured, 6-element framework that ensures every prompt you write gives the AI exactly what it needs to produce useful, accurate output on the first attempt.
Six elements. One unforgettable acronym.
Each letter in CONTEXT represents a critical element of an effective AI prompt. Skip one and you leave the AI guessing. Include all six and you get results that feel like they were written by someone who read your mind.
Circumstance
Set the scene. Tell the AI who you are, assign it a role or persona (e.g., 'You are a senior analyst'), and provide the background it needs. Without context, the AI guesses — and guesses wrong.
“Write me a marketing email”
“I'm the marketing director at a 50-person B2B SaaS company. We just launched a new feature that reduces onboarding time by 40%. Our audience is HR directors at mid-market companies.”
Objective
State exactly what you want the AI to produce. Be specific about the deliverable, not vague about the topic. The clearer your objective, the less back-and-forth you need.
“Help me with a presentation”
“Create a 5-slide outline for a board presentation. The goal is to get approval for a £200K AI training budget. Each slide should have a headline and 3 supporting bullet points.”
Nuance
Add the subtleties that separate good output from great. Constraints, edge cases, things to include or avoid. This is where most people stop too early.
“Write about our product”
“Emphasise the time-saving angle, not the cost-saving angle — our buyers care more about speed than budget. Avoid mentioning competitor products by name. Include at least one customer quote from the attached case study.”
Tone
Define how the output should sound. The same information can be delivered in wildly different ways. Tone shapes whether your audience trusts, ignores, or acts on the content.
“Make it professional”
“Write in a conversational but authoritative tone — like a trusted advisor, not a textbook. Use short sentences. No jargon. If you must use a technical term, define it immediately.”
Examples
Show the AI what good output looks like. Even one example dramatically improves consistency and quality. Examples do what instructions alone cannot.
“Write social media posts”
“Write 3 LinkedIn posts in the style of this example: 'We asked 500 CTOs one question: What’s the biggest risk of NOT adopting AI? The #1 answer wasn’t what we expected. [Thread]' — punchy hook, data-driven, ends with engagement prompt.”
eXpectations
Specify the format, length, and structure of the output. Remove ambiguity about what “done” looks like. When expectations are clear, you rarely need a second attempt.
“Summarise this report”
“Summarise this report in exactly 3 bullet points. Each bullet should be under 25 words. Focus on findings that affect our Q3 roadmap. End with one recommended action.”
See the Difference
Here is the same request, before and after applying the CONTEXT Framework. The difference in output quality is dramatic.
“Write me an email to my team about AI”
Circumstance: I'm the COO of a 200-person logistics company. We've been piloting ChatGPT in customer service for 3 months and seeing 35% faster response times.
Objective: Write an internal email announcing we're expanding AI tools to all departments, starting next month.
Nuance: Some team members are anxious about AI replacing their jobs. Address this directly — emphasise AI as a tool that handles routine tasks so they can focus on higher-value work. Mention that no roles are being eliminated.
Tone: Warm, direct, and optimistic. This should feel like a message from a leader who genuinely cares about the team, not a corporate memo.
Examples: Similar to how I'd start a town hall — personal, with a specific story. Open with our customer service pilot results as proof this works.
eXpectations: 250-300 words. Subject line + email body. Include 3 specific next steps at the bottom. No bullet points in the main body — write in flowing paragraphs.
Try It Yourself
Pick a scenario below. Before you open your AI tool, write out all six CONTEXT elements. Then paste the full prompt and compare the output to what you would have got with a one-line request.
The Sales Proposal
You need to write a proposal for a potential client. They're a healthcare company with 500 employees, considering AI training for their customer service team. Use the CONTEXT Framework to write your prompt to the AI.
Try with any AI assistant →The Weekly Report
Your CEO wants a weekly AI impact report. You need to prompt AI to create a template. Think about what context, format, and constraints would produce something your CEO would actually read.
Try with any AI assistant →The Job Description
HR asked you to write a job description for an 'AI Operations Coordinator' — a role that didn’t exist 6 months ago. Use CONTEXT to get AI to write a description that attracts the right candidates.
Try with any AI assistant →About The CONTEXT Framework™
What is the CONTEXT Framework?+
The CONTEXT Framework™ is a 6-element prompt engineering methodology developed by Tim Plummer for writing AI prompts that consistently produce useful, accurate results. The six elements are: Circumstance (set the scene), Objective (state the deliverable), Nuance (add constraints and edge cases), Tone (define the voice), Examples (show what good output looks like), and eXpectations (specify format, length, and structure). It works with any AI model including ChatGPT, Claude, and Gemini.
What does CONTEXT stand for?+
C — Circumstance (who you are and the situation). O — Objective (what the AI should produce). N — Nuance (constraints, edge cases, what NOT to do). T — Tone (how the output should sound). E — Examples (demonstrations of good output). X — eXpectations (format, length, and structure).
Who created the CONTEXT Framework?+
Tim Plummer, CEO of Deus X Markets and founder of Enigmatica. He developed it through hundreds of real business prompts, testing every existing framework and identifying the gaps.
How is it different from CO-STAR, CRAFT, and other frameworks?+
CONTEXT is the only major prompt framework that explicitly includes both Examples (few-shot demonstrations) and Nuance (constraints and negative instructions). CO-STAR lacks examples. CRAFT lacks nuance. RACE and RTF are too simple for professional use.
Is there a certification?+
Yes. A free 15-question assessment and a premium CONTEXT Certified Professional credential ($29) with 30 advanced scenario-based questions, a verified certificate, and a LinkedIn badge.
Is the CONTEXT Framework free?+
Yes. The full methodology, cheat sheet, 20 examples, interactive prompt builder, and free certification are all free at enigmatica.ai/context-framework.
Ready to Master the CONTEXT Framework?
The full CONTEXT Framework lesson is part of our Essentials level — with guided exercises, real-world practice, and a prompt grading tool.