Reuse the visual method, not the client's complete production message. Extract composition, material behavior and review rules into a separate template. Keep names, private asset links, account information and distinctive personal story details out of that reusable copy. Replacing a name with a nickname alone does not establish that the remaining material is anonymous.
Sort the original brief into three categories
Use three columns: reusable method, project variable and material that must not travel. A quiet upper-left text area can be a method. The current title is a variable. A private reference URL, account token or a detailed family story usually does not belong in a public visual template at all.
The ICO's pseudonymisation guidance explains the importance of identifying information and separate additional information. It supports being cautious about indirect identification. This guide is a practical editorial workflow, not a legal determination that a particular prompt has been anonymized or cleared for disclosure.
Rewrite rather than disguise the client example
For a fictional portrait commission, the successful prompt includes a specific workplace, a family anniversary and an unusual personal object. Merely changing the person's name can leave the combination recognizable. The reusable method can instead describe the operational roles: an authorized subject, one meaningful prop and a restrained environment, with the private particulars supplied only for the new project when appropriate.
Remove live private links from the template instead of leaving an old URL as a convenient example. Keep the mapping to the original project in an appropriately controlled internal record if it is needed. Do not put real credentials into a template field for someone else to replace later.
Copyable template brief
Source: an authorized image supplied for this project. Preserve: the approved subject's visible identity and the specified object count. Change: the agreed visual medium and background atmosphere. Project variables: [subject role], [allowed prop], [placement], [delivery use]. Supply private references through the current authorized workflow; never reuse another client's asset link. Review identity, text and unintended personal details before delivery.
The bracketed fields are examples of a structure, not hidden customer information. This article does not present an actual client's prompt or claim to have performed an anonymization audit.
Test the template with fresh fictional values
Fill the fields with a completely invented example and read the entire result, including comments, filenames and appended notes. Check whether the brief still depends on the previous client's location, dates or relationships. If it does, rewrite the method rather than making the new recipient decode the old project.
In Imagild, a written reusable brief can accompany an available Skill or image workflow. Saving those notes does not publish a marketplace Skill or grant rights to any reference. Accept the template when it communicates an independent visual method, its required variables are understandable, and no old private access details have been carried forward. Keep review of the new project's actual references and final output as a separate step.