Fail-closed safety patterns (S1–S13) for code that drives physical outputs — power supplies, current sources, electromagnets, pulse…
Use this skill when planning capacity, redundancy, graceful degradation, or recovery for systems that must keep working under stress…
Facebook's library for efficient similarity search and clustering of dense vectors.
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Generate 3D models from text or images via fal.ai.
Fal.ai API for AI image and video generation.
Unified media generation via fal.ai MCP — image, video, and audio.
Generate images and videos with Kling O3 — Kling's most powerful model family — via fal.ai.
Create talking head videos and lip sync audio to video via fal.ai. Useful for explainer avatars, multilingual dubbing previews, and social cuts.
Platform APIs for model management, pricing, and usage tracking
Real-time and streaming AI image generation via fal.ai.
Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.
Virtual try-on — see how clothes look on a person via fal.ai's hosted try-on models.
Upscale and enhance image and video resolution using AI super-resolution models hosted on fal.ai.
Audits fallback and graceful degradation strategies.
Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with…
Manage hybrid Famou experiments via famou-ctl: run local evaluators, submit config.yaml tasks, inspect status, manifests, leaderboards…
Dispatch the same query to multiple subagents in parallel across chunks in a manifest and aggregate results with source provenance
A Frequently Asked Questions (FAQ) page with collapsible accordion sections, search functionality, and category filtering.
Use when packaging a USENIX FAST artifact for the USENIX Artifact Evaluation scheme (Artifacts Available, Artifacts Functional, Results…
Use when drafting USENIX FAST author responses, covering the short pre-notification rebuttal during the author-response period and…