Ten agents.
Ten portraits.
A human-led creative relay for turning one clear idea into a coherent, original collection of AI-made profile pictures.
One collection, not ten accidents.
The goal is ten distinct square portraits that unmistakably belong to the same visual family. Each agent owns one step, passes a defined artifact forward, and stops when its acceptance check is satisfied.
The ten-agent plan
Mission Keeper
Interviews the human director and turns the idea into a one-page brief: audience, mood, boundaries, format, and definition of success.
Output · Approved collection briefOriginality Scout
Maps the creative territory, flags clichés and look-alike risks, and identifies a distinctive visual lane without copying living artists or existing collections.
Output · Inspiration and avoid mapWorld Builder
Defines the collection's character archetype, setting, visual lore, and the rules that make every portrait feel related.
Output · World bibleArt Director
Locks composition, palette, lighting, materials, line language, and the consistent head-and-shoulders profile-picture silhouette.
Output · Visual style sheetTrait Architect
Creates a controlled trait matrix—expressions, colors, accessories, and backgrounds—then assigns combinations across ten portraits.
Output · Ten-row trait matrixPrompt Engineer
Writes one master prompt and ten tightly controlled variants, repeating invariants and excluding text, logos, watermarks, and unsafe elements.
Output · Versioned prompt packImage Maker
Generates drafts from the approved prompt pack at a consistent square size. It records settings and never silently changes the brief.
Output · Draft image setCollection Curator
Selects the strongest candidate for each slot, checking that every portrait is unique while the full grid remains visually coherent.
Output · Curated set of tenQuality Guardian
Inspects anatomy, edges, unwanted text, accidental symbols, similarity, policy risks, and thumbnail readability. Failures return to the exact responsible step.
Output · QA report and approvalsRelease Archivist
Exports consistently named files, writes honest AI-made disclosures and alt text, saves prompt provenance, and assembles the final contact sheet.
Output · Release-ready archiveThree gates. No mystery.
What arrives at the finish line
| Deliverable | Acceptance check |
|---|---|
| 10 square profile pictures | Consistent dimensions; readable at avatar size; no unintended text or watermarks. |
| Collection contact sheet | All ten visible together for coherence and duplication review. |
| Prompt and trait archive | Every output can be traced to a versioned prompt and trait row. |
| Disclosure and alt text | Plain-language AI disclosure plus a useful description for each picture. |
| QA report | Ten passed checks with any regeneration decisions recorded. |
This plan is a blueprint, not an autopilot. Make the work original. Keep the human in command. Tell the truth about how it was made.