GitHub organization
Agent skills by sgl-project
- skills
- 31
- repository
- 1
Repositories by sgl-project
Skills by sgl-project, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Replay-first debug flow for SGLang serving problems. An agent skill from sgl-project/sglang. | sgl-project/ | 37k | 3 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed. | sgl-project/ | 37k | 2 repos | ~6.4k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Start and persistently pursue a goal to babysit an SGLang pull request until selected GitHub Actions workflows pass on the latest PR head. | sgl-project/ | 37k | 2 repos | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Compute the optimal --mamba-full-memory-ratio (or --max-mamba-cache-size pin) for a hybrid attention + linear-attention (Mamba / GDN / KDA) model's two serving memory pools, from the workload and… | sgl-project/ | 37k | 2 repos | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Debug hanging issues in SGLang distributed inference (TP/PP/DP/EP). | sgl-project/ | 37k | 2 repos | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Conventions for SGLang environment variables — where to define, how to access, how to name, and how to deprecate. | sgl-project/ | 37k | 2 repos | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Write, calibrate, and debug the prefill-vs-decode logprob (KL) consistency tests in sglang -- the two independent conditions a zero requires (every operator batch-invariant, and the two paths… | sgl-project/ | 37k | 2 repos | ~3.7k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Code style for SGLang large classes Scheduler, TokenizerManager, and ModelRunner: frozen-code conventions and init orchestration style. | sgl-project/ | 37k | 2 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | Make mechanical refactoring (file splits, function moves, module extractions, renames) machine-checkable instead of eyeballed. | sgl-project/ | 37k | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Trigger the bot-cherry-pick workflow for a batch of merged PRs onto a release branch and monitor each run to completion. | sgl-project/ | 37k | 2 repos | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | A skill your agent uses when benchmarking denoise latency or profiling a diffusion bottleneck in SGLang. | sgl-project/ | 37k | 2 repos | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | A skill your agent uses when quantizing a diffusion DiT with NVIDIA ModelOpt and making the resulting FP8 or NVFP4 checkpoint loadable, verifiable, and benchmarkable in SGLang Diffusion. | sgl-project/ | 37k | 2 repos | ~5k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Naming conventions for SGLang speculative decoding identifiers. | sgl-project/ | 37k | 2 repos | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | Add a new model to the SGLang Cookbook (docs/, Mintlify), config-driven format — instantiate the model-agnostic template into a per-model config (+ benchmarks) JSX under src/snippets/configs/, an… | sgl-project/ | 37k | 2 repos | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Migrate a legacy-template SGLang cookbook page (monolithic per-model generator under docs/src/snippets/autoregressive/) onto the config-driven template (shared deployment.jsx / playground.jsx… | sgl-project/ | 37k | 2 repos | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Guide to SGLang CI workflow orchestration — stage ordering, fail-fast, gating, partitioning, execution modes, and debugging CI failures. | sgl-project/ | 37k | 2 repos | ~5.5k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | A skill your agent uses when choosing the fastest SGLang Diffusion flags for a model, GPU, and VRAM budget. | sgl-project/ | 37k | 2 repos | ~13k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Guide for writing SGLang CI/UT tests. An agent skill from sgl-project/sglang. | sgl-project/ | 37k | 2 repos | ~5.2k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Step-by-step tutorial for adding a heavyweight AOT CUDA/C++ kernel to sgl-kernel (including tests & benchmarks) | sgl-project/ | 37k | 2 repos | ~3.4k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Review a pull request against the SGLang Cookbook (docs/, Mintlify) contribution checklist — the config-driven format (per-model config + benchmarks JSX consumed by the shared deployment.jsx /… | sgl-project/ | 37k | 2 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Call this skill when you need to debug CUDA crashes in SGLang using kernel API logging | sgl-project/ | 37k | 2 repos | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | Generate an e2e profiling trace of an SGLang server run. An agent skill from sgl-project/sglang. | sgl-project/ | 37k | 2 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Requirements for the SGLang scripted runtime, chiefly when to add (vs not add) a harness API. | sgl-project/ | 37k | 2 repos | ~448 | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Investigate consistently failing SGLang CI tests by extracting the failure signature from scheduled or rerun workflows, bisecting the passing/failing commit window, checking runner or hardware… | sgl-project/ | 37k | 2 repos | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | A skill your agent uses when adding a new diffusion model or Diffusers pipeline to SGLang. | sgl-project/ | 37k | 2 repos | ~9.9k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | How SGLang's runtime configuration and process-global state are organized (RuntimeContext tiers, publish + namespace config bags, the pristine ServerArgs seed, override entry points… | sgl-project/ | 37k | 2 repos | ~11k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Workflow for upgrading/integrating cache-dit in SGLang diffusion (multimodalgen): DBCache, DMD calibrator, TaylorSeer, SVDQuant DQ; porting upstream PRs and resolving conflicts against the… | sgl-project/ | 37k | — | ~7.1k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Audit the existing test tree and CI configuration for improvements, using a catalog of patterns previously applied in this repo. | sgl-project/ | 37k | — | ~520 | Automated safety check: Pass | Apache-2.0 | today |
| 29 | Audit SGLang startup logs, save evidence, and propose cleanup for user review. | sgl-project/ | 37k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Step-by-step tutorial for adding a new lightweight JIT CUDA kernel to sglang.kernels JIT infrastructure and public operator groups | sgl-project/ | 37k | — | ~13k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Apply the SGLang kernels RFC when adding, moving, splitting, or reviewing kernel APIs, registry metadata, kernel tests, benchmarks, and model-specific implementations. | sgl-project/ | 37k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill by sgl-project?
Sglang Prod Incident Triage from sgl-project/sglang ranks first of the 31 skills by sgl-project listed here, with the highest score: its repository has 37k GitHub stars, 3 other GitHub owners carry a copy, its SKILL.md loads about 2.1k tokens and it passes the automated safety check with no findings. Next come LLM Torch Profiler Analysis and Babysit PR To Pass CI.
Are sgl-project's skills official?
None yet. All 31 skills by sgl-project 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.