arabic-rtl-directorArabic visual hierarchy, RTL reading flow, calligraphy glyph fidelity, and regional cultural authenticity director. This skill should be used when designing Arabic-first posters and campaigns, directing Right-to-Left eye paths, balancing mixed Arabic/English typography, or issuing hard vetoes on Ara
brand-activationSpecialist in experiential campaigns, PR stunts, and brand utility. This skill should be used when creating non-traditional marketing activations, interactive physical/digital stunts, brand utility tools, cultural objects, ambient media, or applying the diagnostic test to distinguish genuine non-adv
brand-intelligenceBrand identity and product fidelity specialist. This skill should be used when auditing visual proposals against brand guidelines, enforcing logo clearspace and color formulas, verifying product packaging fidelity, conducting the Brand-Off test, or issuing hard vetoes on brand violations.
campaign-canonAdvertising history and campaign pattern benchmarking specialist. This skill should be used when referencing the 571 canonical advertising campaigns, looking up case studies across P01-P18 patterns, checking market pattern saturation, evaluating anti-derivative uniqueness, or finding cross-industry
campaign-dnaMulti-asset campaign visual DNA and cross-format continuity director. This skill should be used when planning multi-asset campaigns, defining visual-family continuity rules across formats (1:1, 9:16, 16:9), creating deliberate variation across deliverables, or maintaining campaign brand consistency.
composition-directorSpatial composition, grid layout, hierarchy, and structural preflight director. This skill should be used when establishing layout grids, visual hierarchy, focal anchors, negative space balance, eye paths, or conducting preflight tests to prevent equal-emphasis slop and clutter.
creative-directorAI creative director with recursive self-assessment, Cannes-calibrated scoring, SIT/TRIZ structural ideation, and campaign canon anti-derivative preflight. This skill should be used when the user asks to generate creative concepts, brainstorm campaign ideas, develop a Big Idea or campaign platform,
creative-strategyMarketing strategy and visual concept specialist. This skill should be used when deconstructing marketing briefs, defining target audience insights, establishing message hierarchy, developing distinct concept territories, or clarifying the single primary communication job before visual design begins
designly-directorDefault primary Art Direction and Master Neural Mesh Orchestrator. This skill should be used when handling any visual design request by default, orchestrating end-to-end commercial design, interpreting raw user briefs, uncovering underlying creative intent and artistic direction, routing tasks throu
edit-sanitizerPre-execution sanitizer for annotation-guided edits, inpainting, copy corrections, local retouching, and object replacement. This skill should be used when a user points at or annotates part of an existing image and expects a bounded change without collateral redesign, or when edit scope, mask geome
image-directorAI art direction and model-physics image & design prompting for Gemini Nano Banana (NB2/NBP), MiniMax Design, Kimi Design, Claude Design, and GPT Image 2. This skill should be used when writing provider-physics image prompts, generating multi-panel grids, character sheets, e-commerce product shots,
insight-miningSpecialist in unearthing consumer tensions and strategic insight formulation. This skill should be used when discovering deep audience insights, mapping Jobs-To-Be-Done (JTBD), identifying cultural, category, or human tensions, applying Mark Pollard's Four Points, or laddering abstraction levels bef
manipulation-directorDigital manipulation, compositing physics, perspective alignment, and photo-integration director. This skill should be used when combining multiple image elements, planning compositing perspective and scale, enforcing realistic contact shadows and reflections, or directing impossible/surreal adverti
photography-directorCommercial photography, studio lighting, camera optics, and material physics director. This skill should be used when directing camera focal length, depth of field, 3-point studio lighting systems, shutter speed, color temperature, or realistic surface material finishes.
prompt-compilerImage, video, and design instruction compiler across Gemini Nano Banana, MiniMax Design, Kimi Design, Claude Design, Seedance, Kling, and GPT Image 2. This skill should be used when translating an approved Art Direction Spec or a ready EditContract into precise provider/model-ready instructions, lin
reference-memoryLocal-first reference memory and scoped preference ledger manager. This skill should be used when saving, recalling, updating, or deleting reference records with stable REF IDs (e.g. REF-1042), managing user likes/dislikes, or querying persistent taste preferences.
taste-engineTaste extraction and transferable visual rule mixing engine. This skill should be used when deconstructing visual reference images into transferable design principles, building Taste Profiles, mixing multiple references by assigned design jobs, or preventing plagiarism and AI-slop anti-patterns.
typography-directorTypographic hierarchy, layout, measure, and exact-copy director. This skill should be used when setting typographic scale, headline measure, line breaks, text zones, contrast ratios, and layout boundaries, or protecting exact client copy strings.
video-directorDramaturgy-first AI video directing, shot lists, pacing, and multi-model video prompting. This skill should be used when creating, auditing, or splitting prompts for AI video generators (Seedance 2.5, Kling 3.0, MiniMax Hailuo Video, Veo 3/3.1, Runway Gen-4, Luma, Pika, Sora), building 14-field shot
visual-qaIndependent visual quality assurance, hard-gate auditor, and targeted revision router. This skill should be used when reviewing generated or edited visuals, testing hierarchy/craft/brand fidelity, detecting AI slop, checking bounded-edit collateral drift, issuing approval verdicts, or routing target
visual-storytellingNarrative architecture and visual storytelling specialist. This skill should be used when structuring dramatic narrative arcs, crafting multi-frame storyboards, applying classic storytelling frameworks (Story Spine, Sparkline, Freytag's Pyramid, Monroe's Motivated Sequence, Pixar Rules, Hero's Journ