fashion-campaign-production
Provider-independent production workflow for AI-assisted fashion campaigns, lookbooks, editorial fashion films, ecommerce/editorial hybrids, social cutdowns, virtual try-on assets, generated model/lifestyle ads, and retouched fashion visuals; use when an agent must plan, prompt, produce, review, localize, or deliver fashion imagery or video while preserving garment truthfulness, model consent, fit representation, claims substantiation, platform compliance, accessibility, and fashion QA.
Profile →npx skills add calesthio/generative-media-skills --skill fashion-campaign-production --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
What it does
The skill guides an agent to produce fashion campaigns, lookbooks, films, and related visuals in a way that preserves garment truthfulness, model consent, fit representation, and platform compliance. It requires collecting a campaign truth packet before generating assets and emphasizes distinguishing documented facts from creative choices. It mandates avoiding invention of garment attributes or misrepresentations and to secure approvals for claims impacted by law or platform rules.
How it works
- Start with an intake step: collect or infer a campaign truth packet before production.
- Intake sections include Brand and campaign brief, Garment truth sheet, People, likeness, and releases, plus Risk triage guidelines.
- Build the fashion concept by identifying collection tension, campaign mode, viewer promise, and mapping hero products to shots.
- Apply a detailed garment truthfulness framework, including must-show/must-not-show angles, and a structured shot grammar for both stills and video beats.
- Enforce rules for authenticity: anchor prompts to verified reference assets, preserve silhouette and material behavior, and keep product claims out of generated backgrounds unless substantiated.
- Address ethics and substantiation, including FTC guidance references, to ensure any claims have a basis or are reframed as subjective where necessary.
- Manage synthetic models and provenance with explicit disclosure and rights considerations.
When to use it
Use when an agent must plan, prompt, produce, review, localize, or deliver fashion imagery or video while preserving garment truthfulness, model consent, fit representation, claims substantiation, platform compliance, accessibility, and fashion QA.
What it can touch
- Tools: claude-code, codex, copilot, cursor
- Processes: intake collection, risk triage, concept building, shot planning, retouching guidance, and compliance/substantiation checks.
Caveats
- Contains explicit risk and substantiation guidelines (FTC policies, Green Guides) that require careful documentation and possibly client/legal approvals for claims.
- Requires explicit releases and provenance documentation for model likeness and synthetic representations; avoid unapproved likeness or misleading substitutions.
- The garment is treated as the source of truth; creative changes must not override documented facts.
# Fashion Campaign Production Use this skill to make fashion content that is beautiful, commercially useful, and honest about the garments, people, claims, and media provenance. Treat fashion production as a truth-preserving workflow: the campaign can stylize mood, setting, casting, edit, and story, but it must not invent product attributes, misrepresent fit, fake substantiation, or use a person's
What does the fashion-campaign-production skill do?
Provider-independent production workflow for AI-assisted fashion campaigns, lookbooks, editorial fashion films, ecommerce/editorial hybrids, social cutdowns, virtual try-on assets, generated model/lifestyle ads, and retouched fashion visuals; use when an agent must plan, prompt, produce, review, localize, or deliver fashion imagery or video while preserving garment truthfulness, model consent, fit representation, claims substantiation, platform compliance, accessibility, and fashion QA.
How do I install it?
Run `npx skills add calesthio/generative-media-skills --skill fashion-campaign-production --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From calesthio/generative-media-skills, a repository with 112 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.