GitHub organization
Agent skills by pytorch
- skills
- 37
- repositories
- 3
Repositories by pytorch
- pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration104k stars · 16 skills
- test-infraThis repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic to track disabled tests and slow tests, as well as our continuation integration jobs HUD/dashboard.113 stars · 11 skills
- executorchOn-device AI across mobile, embedded and edge for PyTorch5.1k stars · 10 skills
Skills by pytorch, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Add unsigned integer (uint) type support to PyTorch operators by updating ATDISPATCH macros. | pytorch/ | 104k | 2 repos | ~2.3k | Automated safety check: Pass | Unknown | today |
| 2 | Write docstrings for PyTorch functions and methods following PyTorch conventions. | pytorch/ | 104k | 2 repos | ~2.6k | Automated safety check: Pass | Unknown | today |
| 3 | Debug AOTInductor (AOTI) errors and crashes. An agent skill from pytorch/pytorch. | pytorch/ | 104k | 1 repo | ~1.7k | Automated safety check: Pass | Unknown | today |
| 4 | Query PyTorch CI, GitHub Actions, HUD, Grafana, and infrastructure metrics. | pytorch/ | 104k | — | ~1.1k | Automated safety check: Pass | Unknown | today |
| 5 | Choose 32-bit vs 64-bit index math in PyTorch CUDA kernels. An agent skill from pytorch/pytorch. | pytorch/ | 104k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 6 | Measures and shrinks the ExecuTorch runtime binary by building a size test, analyzing it with bloaty and landing each reduction as its own pull request. | pytorch/ | 5.1k | — | ~793 | Automated safety check: Pass | Unknown | today |
| 7 | Document undocumented public APIs in PyTorch by removing functions from coverageignorefunctions and coverageignoreclasses in docs/source/conf.py, running Sphinx coverage, and adding the appropriate… | pytorch/ | 104k | — | ~4.2k | Automated safety check: Pass | Unknown | today |
| 8 | Builds ExecuTorch from source: the Python package, C++ runtime, model runners, Android and iOS cross-compilation and backend-specific builds, with environment checks. | pytorch/ | 5.1k | — | ~2.3k | Automated safety check: Notes | Unknown | today |
| 9 | Fix bugs reported in PyTorch GitHub issues by reproducing, root-causing, and implementing a fix in the local working tree. | pytorch/ | 104k | — | ~2.3k | Automated safety check: Pass | Unknown | today |
| 10 | Developer guide for the Cortex-M (CMSIS-NN) backend in ExecuTorch: quantization pipeline, pass manager, tests and adding new ops. | pytorch/ | 5.1k | — | ~872 | Automated safety check: Pass | Unknown | today |
| 11 | 11.Ghstack CI Manage CI for PyTorch ghstack stacks by running CI where its results are useful now and deferring other PRs with [no-ci]. | pytorch/ | 104k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 12 | Answers ExecuTorch questions from a local wiki on backends, export pitfalls, quantization recipes, runtime errors and SoC compatibility. | pytorch/ | 5.1k | — | ~1.3k | Automated safety check: Pass | Unknown | today |
| 13 | 13.Metal Kernel Write Metal/MPS kernels for PyTorch operators. An agent skill from pytorch/pytorch. | pytorch/ | 104k | — | ~4.9k | Automated safety check: Pass | Unknown | today |
| 14 | Reviews ExecuTorch pull requests or local branches for what CI cannot check, using a checklist, with an optional detailed line-by-line mode. | pytorch/ | 5.1k | — | ~2.9k | Automated safety check: Pass | Unknown | today |
| 15 | 15.PR Review Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. | pytorch/ | 104k | — | ~3.6k | Automated safety check: Pass | Unknown | today |
| 16 | Helps build, test and extend the Qualcomm AI Engine Direct (QNN) backend in ExecuTorch, with routes for new ops, model export, Buck-vs-CMake parity fixes and per-layer accuracy debugging. | pytorch/ | 5.1k | — | ~1.8k | Automated safety check: Pass | Unknown | today |
| 17 | Debug PyTorch 2 compiler stack failures including Dynamo graph breaks, Inductor codegen errors, AOTAutograd crashes, and accuracy mismatches. | pytorch/ | 104k | — | ~3.5k | Automated safety check: Pass | Unknown | today |
| 18 | Sets up ExecuTorch as a Zephyr RTOS module, adds board support and debugs west build failures such as linker memory overflow on embedded boards. | pytorch/ | 5.1k | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 19 | 19.Scrub Issue Fetch, analyze, reproduce, and minimize GitHub issue reproductions. | pytorch/ | 104k | — | ~4.6k | Automated safety check: Pass | Unknown | today |
| 20 | Step-by-step playbook for migrating a pytorch/pytorch .github/workflows/.yml from EC2 to OSDC (ARC) runners — covers both dial-up and 100% opt-in patterns, with the inputs that must be plumbed… | pytorch/ | 113 | — | ~2k | Automated safety check: Pass | Unknown | today |
| 21 | Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. | pytorch/ | 104k | — | ~4.2k | Automated safety check: Pass | Unknown | today |
| 22 | Export a PyTorch model to .pte format for ExecuTorch. Use when converting models, lowering to edge, or generating .pte files. | pytorch/ | 5.1k | — | ~238 | Automated safety check: Pass | Unknown | today |
| 23 | Load this FIRST whenever working with PyTorch CI data (any pytorch/ org repo), the torchci/HUD codebase, or the PyTorch HUD ClickHouse database. | pytorch/ | 113 | — | ~2.8k | Automated safety check: Pass | Unknown | today |
| 24 | Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged. | pytorch/ | 104k | — | ~2.8k | Automated safety check: Pass | Unknown | today |
| 25 | Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes. | pytorch/ | 104k | — | ~3k | Automated safety check: Pass | Unknown | today |
| 26 | Non-interactive wrapper over pr-review that emits JSON assessing whether a PR is ready for a human maintainer's time. | pytorch/ | 104k | — | ~1.5k | Automated safety check: Pass | Unknown | today |
| 27 | Disable or re-enable Cloudflare R2 (download-r2.pytorch.org) usage in managev2.py during R2 outages. | pytorch/ | 113 | — | ~1.5k | Automated safety check: Pass | Unknown | today |
| 28 | Profile ExecuTorch model execution. Use when measuring performance, analyzing operator timing, or debugging slow models. | pytorch/ | 5.1k | — | ~165 | Automated safety check: Pass | Unknown | today |
| 29 | Find reverts that landed on pytorch/pytorch main but are missing from a release branch (release/X.Y) because the reverted commit was already shipped in a release candidate, and open one cherry-pick… | pytorch/ | 113 | — | ~2.6k | Automated safety check: Pass | Unknown | today |
| 30 | Generate (and optionally open) a PyTorch release tracker / cherry-pick tracking issue from a release announcement, like https://github.com/pytorch/pytorch/issues/180506. | pytorch/ | 113 | — | ~2.7k | Automated safety check: Pass | Unknown | today |
| 31 | Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue. | pytorch/ | 113 | — | ~2.2k | Automated safety check: Pass | Unknown | today |
| 32 | 32.Setup Set up ExecuTorch development environment. An agent skill from pytorch/executorch. | pytorch/ | 5.1k | — | ~142 | Automated safety check: Pass | Unknown | today |
| 33 | Update tools/scripts/generatebinarybuildmatrix.py when a PyTorch release goes live. | pytorch/ | 113 | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 34 | Pin (or re-pin) the Linux manywheel builder docker images used by the nightly/release binary build workflows in pytorch/pytorch to a fixed .ci/docker build. | pytorch/ | 113 | — | ~2.1k | Automated safety check: Pass | Unknown | today |
| 35 | Root-cause a vLLM torch-nightly CI regression report. An agent skill from pytorch/test-infra. | pytorch/ | 113 | — | ~2.3k | Automated safety check: Pass | Unknown | today |
| 36 | Review vLLM-routed torch-nightly root causes against existing upstream vLLM issues using read-only search results, and emit a validated upstream-checks artifact for the filer. | pytorch/ | 113 | — | ~1.3k | Automated safety check: Pass | Unknown | today |
| 37 | 37.CI Metrics Fallback loader for the canonical PyTorch ci-metrics skill. An agent skill from pytorch/test-infra. | pytorch/ | 113 | — | ~452 | Automated safety check: Pass | Unknown | today |
Questions, answered from the data.
What is the best skill by pytorch?
Add Uint Support from pytorch/pytorch ranks first of the 37 skills by pytorch listed here, with the highest score: its repository has 104k GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come Docstring and Aoti Debug.
Are pytorch's skills official?
None yet. All 37 skills by pytorch listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.