Analyze images, video, speech, motion, products, and websites; route local vision, audio, depth, tracking, matting, identity, and restoration models; auto-edit, replicate, enhance, caption, voice, assemble, validate, and export editable Timeline Studio projects and videos. Use for reference-video remakes, filter and…
Port an mjlab task to mjswan: turn a local or remote GitHub repo that registers mjlab tasks into a browser app. Use when the user wants to run, visualize, or deploy an mjlab task (theirs or a third party's) in the browser with mjswan.
A pre-merge check for changes to Piper's Python code that looks for missing updates in seven other runtimes and two Docker images. A runtime is an environment that runs the software; Docker images package software and its dependencies.
An automated workflow for creating a pull request, a request to merge code changes into another branch. It pushes the branch, creates the pull request, watches its automated checks, and handles review conversations.
A helper for responding to unresolved GitHub pull-request review comments and closing their discussion threads. It can distinguish already-outdated comments and certain repetitive Copilot style comments from comments that may still block the change.
Scaffold a new Kubernetes CRD + kubebuilder controller + RBAC + helm chart entry for the vmafx-operator. Follows the VmafxJob / VmafxNode / VmafxModelTraining precedent in cmd/vmafx-operator/ (ADR-0714, ADR-0709 parent).
Scaffold a new VMAFX MCP tool handler with byte-compatible Go (cmd/vmafx-mcp) and Python (mcp-server/vmaf-mcp) implementations, registration, smoke tests, and docs/mcp/ page. Companion to /add-gpu-backend and /add-feature-extractor for the MCP surface.
Reconcile fork master with Netflix/vmaf master. Detects the fork's port-only topology (no shared merge-base) and emits a coverage report; falls back to merge-based sync when the histories are actually connected.