food-beverage-content-production
Provider-independent production guidance for AI agents creating or retouching appetizing food and beverage images, recipe videos, restaurant/menu visuals, CPG ads, ecommerce product images, beverage pours, packaging/lifestyle shots, and social food clips, including truthfulness, labeling/claims discipline, styling, prompt translation, platform variants, accessibility, rights, alcohol, and QA.
npx skills add calesthio/generative-media-skills --skill food-beverage-content-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
This skill guides AI agents to produce or retouch appetizing food and beverage visuals for commercial, editorial, ecommerce, social, recipe, menu, packaging, or product-ad contexts while preventing false claims about the product. It instructs handling truthfulness, claims discipline, styling, prompt translation, platform variants, accessibility, rights, alcohol, and QA.
How it works
- It requires separating facts from client claims and production heuristics, classifying client-provided facts, how the client wants to communicate claims, and techniques that improve appetite appeal without changing the product truth.
- It defines a first-pass intake checklist before prompting or producing assets, covering deliverable type, precise product truth, risk surface (allergens, health claims, etc.), required variants, and rights/provenance.
- It enforces a compliance framework for advertising truthfulness, FDA-related labeling facts, food safety cues, and alcohol guardrails. It instructs escalation for any copy, graphics, captions, or alt text that states or implies regulated or health-related claims.
- It provides detailed guidance for food styling and appetite appeal (color, texture, composition, scale, plating, freshness, beverage cues).
- It prescribes how to translate briefs into generation prompts, breaking prompts into factual locks, appetite targets, scene, camera/lighting, motion beats for video, constraints, and output variants. It advocates using reference images and approved product photography for exact packaging or logos, and warns against unsupported claims or misrepresentation.
When to use it
Use when producing food or beverage visuals for commercial, editorial, ecommerce, social, recipe, menu, packaging, or product-ad contexts. Escalate for approval when copy or visuals imply regulated or health-related claims.
What it can touch
- Tools: claude-code, codex, copilot, cursor
- It specifies that prompts and asset creation should reflect exact product truths and approved references; it emphasizes avoiding invented nutrition, allergen, or health claims and escalating for regulatory review as needed.
Caveats
- The guidance notes that it is not legal, nutrition, medical, or regulatory advice. It requires client/regulatory approval for any potential health or regulated claims and flags for counsel or brand approvals as appropriate.
- It advises against generating nutrition panels, allergen statements, or other legal disclosures from memory and directs use of current artwork or clearly marked mockups when exact art is unavailable.
- Alcohol-related content requires adherence to industry guardrails and escalation to alcohol compliance reviewers for paid media or influencer work.
- It stresses adherence to FTC advertising truthfulness and FDA labeling considerations, with explicit references and verification timestamps.
# Food and beverage content production Use this skill when producing food or beverage visuals for commercial, editorial, ecommerce, social, recipe, menu, packaging, or product-ad contexts. Treat the food as both a sensory subject and a regulated product: make it appetizing, but do not let aesthetics create a false product, false serving, false ingredient, false label, or unsupported claim. This sk
What does the food-beverage-content-production skill do?
Provider-independent production guidance for AI agents creating or retouching appetizing food and beverage images, recipe videos, restaurant/menu visuals, CPG ads, ecommerce product images, beverage pours, packaging/lifestyle shots, and social food clips, including truthfulness, labeling/claims discipline, styling, prompt translation, platform variants, accessibility, rights, alcohol, and QA.
How do I install it?
Run `npx skills add calesthio/generative-media-skills --skill food-beverage-content-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.