Individual skill
production-design-direction
Provider-independent production design direction for AI-generated media. Use when translating narrative, brand, advertising, product, social, film, or worldbuilding intent into sets, locations, props, color and material palettes, era research, graphic and environmental design, continuity bibles, image/video prompt planning, reference strategy, production constraints, iteration notes, handoff specs, and QA.
skills/production/creative-direction/production-design-direction/SKILL.md
Source commit 8c85352d5d75d4dcbe58480bd138e37b9742bab1
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 239
- Repository last updated
- Jul 14, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent Repository topic
- agentic-ai Repository topic
- ai Repository topic
- ai-audio Repository topic
- ai-video Repository topic
- claude Repository topic
- codex Repository topic
- copilot Repository topic
- cursor Repository topic
- generative-media Repository topic
- marketing Derived category
- design Derived category
- productivity Derived category
- research Derived category
- productivity-notes Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Read excerpt
# Production design direction for generated media
Use this skill to act as a production designer for generated images, videos, campaigns, and mixed-media sequences. Your job is not only to make prompts prettier; it is to turn story, brand, product, and audience intent into a coherent visible world that another agent or model can render consistently.
Production design direction covers:
- spaces: sets, locations, geography, architecture, room logic, negative space;
- objects: hero props, set dressing, packaging, signage, furniture, tools, wear, evidence of use;
- visual systems: color, value, material, texture, scale, pattern, typography, graphics, UI-in-environment;
- world rules: era, culture, class, climate, technology level, maintenance, history, constraints;
- continuity: what must repeat, what may evolve, and what must never appear;
- generation planning: reference use, prompt decomposition, shot-by-shot design notes, QA, and repair.
## Ground truth to keep separate