Build a reusable resource of visual prompts
How can visual prompts be made easy for a team to find, adapt and evaluate?
3500 € per session, excl. VAT
In short
Two days to design a prototype visual prompt library, organised around use cases and graphic constraints. You structure the entries, produce variants, compare the resulting images and prepare a pilot test. Each entry documents its conditions of use, limitations and required approvals.
Why this training?
A prompt saved without a brief, parameters or an example becomes difficult to reuse. Teams reinvent their wording and lose the constraints that ensured consistency in the first images. A useful library combines search, controlled variants and test evidence. It helps distinguish a robust visual recipe from a lucky result, while making distribution restrictions visible. Running case study: The fictitious organisation « Avelune Céramique » is preparing visuals for three imaginary collections: catalogue backgrounds, editorial mood imagery and social media posts. Its scattered prompts produce inconsistent results. The team must create nine reusable entries without presenting the generated images as photographs of real products. Application at work: Launch a pilot for a single family of visuals, with an editorial lead. After ten instances of reuse, review the scores, the adaptations needed and any rights-related incidents before expanding the scope.
Objectives of this training
- Define a taxonomy by use case, composition and visual intent
- Create nine entries with configurable prompts
- Compare variants using a shared assessment grid
- Document rights, consent and distribution restrictions
- Organise approval, version control and the pilot test
Who is it for and what are the prerequisites?
Roles and tasks concerned
- Creative leads and AI points of contact within communications teams
- Designers and visual content producers responsible for pooling their practices
Prior skills
- Already have practical experience of image generation and prompt iteration.
- Be able to translate a brief into explicit graphic constraints.
What you will work on
Define the use cases
Objective: Set the scope of the prototype. Channels, visual families, brand constraints and exclusions.
Design the documentation structure
Objective: Make entries easy to find. Identifiers, controlled tags, mandatory fields and links to examples.
Write the configurable recipes
Objective: Separate constants from variables. Subject, framing, lighting, palette, material and negative constraints where supported.
Set boundaries for visual references
Objective: Decide which uses are acceptable. Rights, licences, individuals’ consent, applicable notices and deepfake risks.
Produce an initial sample
Objective: Make generation conditions traceable. Prompt version, available parameters, references and variability of outputs.
Develop the visual assessment
Objective: Make acceptance criteria explicit. Fidelity to the brief, consistency, artefacts and usability; scoring from zero to three.
Compare the variants
Objective: Identify robust formulations. Comparison under constant constraints and repeated testing.
Assemble the prototype
Objective: Link prompts to evidence. Draft, tested and approved statuses; history and archiving.
Test reuse
Objective: Detect ambiguities in the documentation. Searching by need and adapting without assistance.
Prepare the pilot
Objective: Organise controlled adoption. Responsibilities, human review, indicators and withdrawal of deficient records.
What you take away
- Library prototype containing nine indexed entries
- Entry template and versioning convention
- Comparison grid and test log
- Visual usage charter and pilot test plan
Method and assessment
- Short instructional segments followed by immediate practice on the case study used throughout.
- Individual work followed by work in pairs, with participants reviewing each other’s outputs.
- Guided group review: what works, what needs correcting and what remains a human decision.
- Preparation: Prepare fictitious or anonymised briefs and reference material authorised for use. Check access to a tool authorised by your organisation and its terms of use.
Observable criteria: Each record includes its use, variables, exclusions, version and an evaluated example. ; A pair finds and adapts three records without oral explanation. ; Two variants are compared across three briefs, with justified scores. ; Each reference has a rights status and a decision on its use. ; The pilot specifies the person responsible, scope, indicators and stopping conditions..
Frequently asked questions
Do the prompts work everywhere?
No: every change of tool or version requires requalification.
Can portraits of real people be used?
Only after checking rights and the required consent; the exercises favour fictitious subjects.
Must generated images be labelled as such?
Document the disclosures required according to the context, channel and applicable rules.
Will the library be scaled up for production?
No: the 14 hours excluding breaks produce a tested prototype and a pilot plan.
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