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O SkillsMP coletou 28 skills de VMAFx/vmafx. Abra uma skill para revisar a origem e os detalhes.
Mostrando 28 de 28 skills coletadas.
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.
Idioma do texto original: inglês
Scaffold a new feature extractor (e.g. a novel metric) with C source+header, registry entry, doc stub, and a smoke test. Does not produce a SIMD or GPU path — those come via /add-simd-path and /add-gpu-backend.
Idioma do texto original: inglês
Scaffold a complete new GPU backend (hip, rocm, metal, opencl, etc.) with runtime, feature kernel stubs, public header, Meson options, CI workflow, doc stub, and smoke test. Flagship scaffolding skill. Established precedents on the fork — CUDA (legacy), SYCL…
Idioma do texto original: inglês
Scaffold a new SIMD implementation for an existing feature. Creates intrinsics source + header + a bit-exact-vs-scalar comparison test; wires into runtime dispatch. Supports kernel-spec flags that pull recurring patterns from simd_dx.h.
Idioma do texto original: inglês
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).
Idioma do texto original: inglês
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.
Idioma do texto original: inglês
Register a new VMAF model (.json / .pkl / .onnx) with the build, validate its schema, and add a loader smoke test.
Idioma do texto original: inglês
Replay the project modernization audit on the current tree and produce /tmp/modernization-audit-YYYY-MM-DD.md. Wraps scripts/dev/project_modernization_audit.py with sensible defaults and timestamped output.
Idioma do texto original: inglês
Binary-search a timeline of ONNX checkpoints for the first one that falls below a PLCC / SROCC / RMSE gate on a held-out set. Companion to /bisect-regression (which bisects code commits).
Idioma do texto original: inglês
Run git bisect against a user-defined failure predicate (numeric diff, perf threshold, test failure). Outputs the first-bad commit with context.
Idioma do texto original: inglês
Clone (or update) ffmpeg, apply our fork's patches under ffmpeg-patches/, configure with --enable-libvmaf against our local libvmaf.so, build, and run smoke tests on both the 'libvmaf' and 'vmaf_pre' filters.
Idioma do texto original: inglês
Build the libvmaf library + CLI with the requested backend combination (cpu, cuda, sycl, hip, all) and build type. Wraps meson setup + ninja. Reports wall time + output artifact paths.
Idioma do texto original: inglês
Core debugging skill. Runs the same (ref, dist) through every enabled backend (cpu, cuda, sycl, vulkan), reports per-frame per-feature ULP divergence, flags anything beyond configurable tolerance. Use after any SIMD / GPU change. Mirrors the T6-8 GPU-parity…
Idioma do texto original: inglês
Draft a Conventional-Commits message from the current `git diff --staged` using a local LLM (Ollama). User edits before commit.
Idioma do texto original: inglês
Draft a Doxygen @brief/@param/@return block for a named function in a C/C++/CUDA file via local LLM (Ollama).
Idioma do texto original: inglês
Draft a Markdown model-card for a shipped ONNX tiny-AI model by collecting hard facts (graph, sidecar, op allowlist, optional live PLCC/SROCC) and handing them to the local LLM.
Idioma do texto original: inglês
Run a local LLM code review via vmaf-dev-llm (Ollama-backed) against a specific file. Dev-time self-review pass before PR.
Idioma do texto original: inglês
Apply clang-format, black, isort, and shfmt across the whole repo. Idempotent; safe to run repeatedly.
Idioma do texto original: inglês
Run clang-tidy, cppcheck, include-what-you-use, ruff, and semgrep in parallel; produce a single merged report.
Idioma do texto original: inglês
Cherry-pick a single upstream Netflix/vmaf commit onto the fork's master, auto-adapting for SIMD/GPU paths where the commit touches a feature we have multiple implementations of.
Idioma do texto original: inglês
Dry-run release-please locally, preview the CHANGELOG diff, verify signing prerequisites (Sigstore/OIDC), and surface any blockers before a release PR merges.
Idioma do texto original: inglês
Profile a hot path (feature + backend) using the appropriate profiler (perf / ncu / Vtune / rocprof), produce flamegraph + top-N hot functions, and suggest concrete optimizations. Delegates to the perf-profiler agent.
Idioma do texto original: inglês
Rebase our ffmpeg-patches/ series onto the latest ffmpeg master (or a specified ref), resolve trivial conflicts, regenerate .patch files, and surface unresolved hunks for human attention.
Idioma do texto original: inglês
Regenerate the mkdocs-material site, validate cross-references, surface stale or broken links.
Idioma do texto original: inglês
Regenerate fork-added test snapshot JSONs under testdata/ (scores_cpu_*.json, netflix_benchmark_results.json) after an intentional numerical change. Requires justification committed to the message.
Idioma do texto original: inglês
Run the Netflix benchmark suite (testdata/bench_all.sh) and diff the output against testdata/netflix_benchmark_results.json. Reports any delta per (resolution, feature, backend).
Idioma do texto original: inglês
Run identical (ref, dist) through all enabled backends and report per-backend score + pairwise ULP diffs. Use to verify bit-exactness of a new SIMD path, new GPU backend, or any hot-path change.
Idioma do texto original: inglês
Add or audit replay-manifest sidecars for AI scripts that create datasets, feature tables, model artifacts, evaluation reports, or fetch/download roots.
Idioma do texto original: inglês