Black Forest Labs@Skills

BFL FLUX API integration guide covering endpoints, async polling patterns, rate limiting, error handling, webhooks, and regional endpoints with Python and TypeScript code examples.

Use when routing a general FLUX 3 video request. Select only the specialists needed for diagnosis, direction, audio, or execution.

Use when submitting or polling a FLUX 3 video API job. Also covers drafts, downloads, and technical validation.

Use when building a finished product ad from FLUX 3 - shot design, voiceover, action-to-word sync, evidence-gated copy, deterministic assembly, and QC gates that catch clipped audio, floating products, off-model plates, and reports that claim a pass the build did not give.

Use when diagnosing a FLUX 3 brief before generation. Resolve missing, conflicting, or schema-changing requirements.

Use when directing FLUX 3 audio, dialogue, or voiceover. Covers ambience, effects, music, silence, and timing.

Use when a FLUX 3 video needs a period or archival look. Covers naming a recording format instead of a mood, per-format artifacts, and templates.

Use when writing a FLUX 3 text-to-video prompt for a standalone shot. Covers shot craft, reliable concept patterns, camera, continuity, and review.

Comprehensive guide for BFL FLUX image generation models. Covers prompting, T2I, I2I, structured JSON, hex colors, typography, multi-reference editing, and model-specific best practices for FLUX.2 and FLUX.1 families.

Use when a FLUX 3 video must be built from supplied images or video. Covers keyframes (i2v) and continuation (v2v).