GitHub organization
Agent skills by intel
- skills
- 40
- official
- 40
- repositories
- 4
Repositories by intel
- torch-xpu-opsOfficial115 stars · 29 skills
- auto-roundOfficialA simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包1.6k stars · 7 skills
- intel-performance-skillsOfficial332 stars · 3 skills
- systemc-compilerOfficialThis tool translates synthesizable SystemC code to synthesizable SystemVerilog.320 stars · 1 skill
Skills by intel, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Adapt AutoRound to support a new diffusion model architecture (DiT, UNet, hybrid AR+DiT). | intel/ | 1.6k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Adapt AutoRound to support a new LLM architecture that doesn't work out-of-the-box. | intel/ | 1.6k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Guides perf-based profiling of Linux programs through five flows: quick hardware counters, hotspot profiling, cache contention, core-scaling, and a report. | intel/ | 332 | — | ~3.1k | Automated safety check: Notes | Unknown | 8 days ago |
| 4 | Add a new model export format to AutoRound (e.g., autoround, autogptq, autoawq, gguf, llmcompressor). | intel/ | 1.6k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5 | A skill your agent uses when writing, editing, reviewing, or debugging synthesizable SystemC code for Intel SystemC Compiler (ICSC) and SingleSource library. | intel/ | 320 | — | ~4.4k | Automated safety check: Pass | Unknown | 11 days ago |
| 6 | Add a new hardware inference backend to AutoRound for deploying quantized models (e.g., CUDA/Marlin, Triton, CPU, HPU, ARK). | intel/ | 1.6k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Installs, runs, parses and optimizes Phoronix Test Suite benchmarks, saving scores and comparing results before and after code changes. | intel/ | 332 | — | ~2.4k | Automated safety check: Pass | Unknown | 8 days ago |
| 8 | Add a new quantization data type to AutoRound (e.g., INT, FP8, MXFP, NVFP, GGUF variants). | intel/ | 1.6k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Spots and fixes known x86 C and C++ performance problems from source or profiler output, such as false sharing, missing restrict and narrow SIMD. | intel/ | 332 | — | ~903 | Automated safety check: Pass | Unknown | 8 days ago |
| 10 | Select the Intel GPU device to use when a system has multiple Intel GPU devices. | intel/ | 115 | — | ~508 | Automated safety check: Pass | MIT | today |
| 11 | Add support for a new Vision-Language Model (VLM) to AutoRound, including multimodal block handler, calibration dataset template, and special model handling. | intel/ | 1.6k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Check PyTorch ciflow/xpu (xpu.yml) on the main branch, collect the failing XPU test cases from the most recent completed run(s), analyze the ROOT CAUSE of each failure with AI, and produce a list… | intel/ | 115 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Review or prepare a pull request for the AutoRound repository — checks registration points for new data types/backends/VLMs, validates Chinese translation parity for modified markdown files… | intel/ | 1.6k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Convert PyTorch ATDISPATCH macros to ATDISPATCHV2 format in ATen C++ code. | intel/ | 115 | 3 repos | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Review pull requests for XPU operator or backend code. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Guide users through creating Agent Skills for Claude Code. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | 3 repos | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Read the evidence a nightly UT run produced, decide which failures share a root cause and which are machine breakage rather than product bugs, and write one issue draft per root cause to drafts.json. | intel/ | 115 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Review PyTorch upstream unit-test (UT) PRs that enable Intel GPU (XPU) on existing tests. | intel/ | 115 | — | ~917 | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Map Intel GPU ISA instruction addresses to precise SYCL/DPC++ source file:line numbers. | intel/ | 115 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Extract GPU ISA from oneDNN ngen-JIT kernels. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~1k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Extract GPU ISA from AOT-compiled SYCL binaries using NEO driver runtime dump. | intel/ | 115 | — | ~623 | Automated safety check: Pass | Apache-2.0 | today |
| 22 | Extract GPU ISA from JIT-compiled SYCL kernels. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~823 | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Extract GPU ISA from Triton kernels on XPU. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~806 | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Extract Intel GPU ISA (assembly) from any XPU kernel. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | A skill your agent uses when asked to implement a fix for a root-caused failure, apply a proposed patch, or produce a staged code change from triage output. | intel/ | 115 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | A skill your agent uses when asked to verify a fix works, confirm a staged patch resolves a failure, or produce a before/after summary of a fix. | intel/ | 115 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | A skill your agent uses when asked to fix a GitHub issue end-to-end, run the agent pipeline on an issue, or process an agent:active / batch tracking issue. | intel/ | 115 | — | ~8.8k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | A skill your agent uses when setting up a new torch-xpu-ops release branch corresponding to a PyTorch release. | intel/ | 115 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | Set up Intel GPU unitrace profiling tool. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~566 | Automated safety check: Pass | MIT | today |
| 30 | Source the Intel oneAPI environment before running workloads that depend on oneAPI, SYCL, DPC++, or Level Zero. | intel/ | 115 | — | ~652 | Automated safety check: Pass | MIT | today |
| 31 | Use tmux to launch and manage long-running jobs that must survive beyond the bash tool timeout. | intel/ | 115 | — | ~530 | Automated safety check: Pass | MIT | today |
| 32 | Analyze UT (unit test) results for a torch-xpu-ops PR. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 33 | Build PyTorch from source with Intel XPU (GPU) support. An agent skill from intel/torch-xpu-ops. | intel/ | 115 | — | ~939 | Automated safety check: Pass | Apache-2.0 | today |
| 34 | How to create a pull request for the intel/torch-xpu-ops repository. | intel/ | 115 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | Generate PyTorch release notes worksheet for XPU by searching git log between release branches. | intel/ | 115 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 36 | Generate and analyze T1/T2/R roofline reports for PyTorch OOB workloads comparing Intel XPU and NVIDIA CUDA. | intel/ | 115 | — | ~681 | Automated safety check: Pass | Apache-2.0 | today |
| 37 | Find upstream PyTorch behavior or fixes that may require XPU parity work, validate them on XPU, and produce independently reviewed evidence. | intel/ | 115 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 38 | A skill your agent uses when asked to reproduce a bug, verify a nightly CI failure, or confirm a failure still exists on latest source. | intel/ | 115 | — | ~7.7k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | Rules for automatically determining which disable labels to apply to a PR based on the file paths changed. | intel/ | 115 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Shallow, text-only triage of a GitHub issue on pytorch or torch-xpu-ops. | intel/ | 115 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill by intel?
Adapt New Diffusion Model (official) from intel/auto-round ranks first of the 40 skills by intel listed here, with the highest score: its repository has 1.6k GitHub stars, its SKILL.md loads about 2.8k tokens and it passes the automated safety check with no findings. Next come Adapt New LLM and Linux perf Profiling Guide.
Are intel's skills official?
40 of the 40 skills by intel are official, published by the vendor's own GitHub organization: Adapt New Diffusion Model, Adapt New LLM, Linux perf Profiling Guide, Add Export Format, Systemc Tools and 35 more.
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.