fal

Build consistent character designs and character media with fal.ai. Use for original characters, reference sheets, expression sheets, outfit variations, identity-preserving edits, and character-to-video workflows.

Design cinematic image and video prompts for fal.ai. Use for shot language, camera movement, lighting, lens choices, color grade, scene blocking, film texture, and production-ready visual direction.

Plan and produce commercial image or video assets with fal.ai. Use for product photography, ads, e-commerce batches, product reveals, lifestyle commercials, background replacement, platform crops, and brand-safe prompts.

Generate 2D game assets with fal.ai. Use for pixel-art characters, sprite sheets, walk cycles, RPG sprites, idle/attack/jump animations, transparent assets, parallax backgrounds, isometric maps, and game-ready visual packs.

Generate, edit, or process media through fal.ai. Use when the user names Fal or fal.ai, requests Fal model discovery, schema, pricing, or job handling, or asks to use a named media model available through Fal such as MiniMax H3 Max. Do not activate when the user explicitly chooses another provider.

Navigate fal.ai model families by media modality and production role. Use when the user asks which model, endpoint, or model family is appropriate for image, video, audio, 3D, editing, training, restoration, try-on, or analysis.

Apply model-family-specific prompting for fal.ai endpoints after an endpoint has been selected. Use for GPT Image 2, Kling, Happy Horse, Seedance, product prompts, exact text, multi-prompt video, and prompt debugging.

Use-case-driven fal.ai production recipes. Trigger for commercials, product photography, cinematic shots, character design, storyboards, talking heads, lip sync, virtual try-on, restoration, video with audio, realism, and other multi-step media outcomes.

Build a polished 3D character-selector experience with fal.ai assets. Use for stylized characters, GLB generation, companion objects, PBR floor textures, video backgrounds, palette systems, and Three.js presentation.

Design multi-step fal.ai media workflows for MCP execution. Use when the user wants model chaining, batch generation, fan-out/fan-in, frame bridging, narrated video, dataset creation, reusable pipeline logic, or workflow JSON.

Create personalized live sports broadcast fan-cam videos with fal.ai. Use for realistic spectator cutaways, stadium crowd reactions, broadcast-style screenshots, scoreboard overlays, TV bugs, and identity-preserving fan reaction videos from a user photo.

Plan campaign-level marketing asset production with fal.ai. Use for launch kits, campaign matrices, paid social variants, landing-page visuals, email and banner imagery, hook/proof/conversion assets, and creator ad packages.

Choose production-ready fal.ai endpoint IDs for MCP media workflows. Use with commercial, marketing, ugc, character-design, cinematography, storytelling, fal-recipes, and fal-workflow when the user has not named a specific model or asks which model to use.

Build multi-shot narrative image, video, and audio workflows with fal.ai. Use for storyboards, shot lists, multi-prompt video, first-frame/last-frame pipelines, social stories, brand films, and sequence continuity.

Plan and produce UGC-style creator ads and social videos with fal.ai. Use for direct-to-camera creator scripts, talking-head ads, product demos, testimonials, founder clips, unboxing, reactions, before-after, faceless voiceover, and short vertical social videos.