Cursor rule
A rule requiring confirmation before killing processes or cleaning up disk space.
2 3d ago C 401 tokens
Cursor rule
A Git rule requiring commits to be made on a feature branch, a separate line of development, rather than directly on the main branch.
2 3d ago A 337 tokens
Cursor rule
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
2 3d ago A 571 tokens
Cursor rule
Rules for writing comments when contributing changes to a mature software framework. They aim to avoid comments that merely repeat the code or sound written for an AI agent.
2 3d ago A 708 tokens
Cursor rule
A Git commit rule that blocks Cursor-related wording and trailers from commit messages.
2 3d ago A 284 tokens
Skill Claude CodeCodex
Create, revise, and validate publication-style academic figures for papers, theses, and technical reports, especially editable SVG mechanism/architecture diagrams and their DOCX/WPS insertion. Use for 论文作图, 学术架构图, 机理图, SVG 绘图, 图片重排, 文字/箭头对齐, 图注, 600 dpi 预览, 图片插入 Word/WPS, or when repeated visual defects must be…
2 3d ago A 118 tokens
Skill Claude CodeCodex
Use before any creative work — adding features, modifying behavior, or extending a mature framework (vLLM, SGLang, TRT-LLM, benchmark harness). Explores intent, constraints, and design; requires user approval before code.
2 3d ago A 53 tokens
Skill Claude CodeCodex
Launch multiple explore subagents in parallel to investigate architecture, data models, APIs, and deployment; synthesize an onboarding document. Use when first entering an inference framework repo, benchmark harness, or unfamiliar serving stack.
2 3d ago A 47 tokens
diagnose
09Skill Claude CodeCodex
Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, describes a performance regression, or debugs vLLM / SGLang /…
2 3d ago A 94 tokens
docx
10Skill Claude CodeCodex
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when…
2 3d ago A 168 tokens
Skill Claude CodeCodex
Execute a written implementation plan task-by-task with verification checkpoints. Use after writing-plans when implementing multi-step features in mature frameworks; stop when blocked instead of guessing.
2 3d ago A 38 tokens
Skill Claude CodeCodex
Grilling session that challenges a plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against project language and documented decisions, or before major inference-stack or benchmark…
2 3d ago A 66 tokens
handoff
13Skill Claude CodeCodex
Compact the current conversation into a handoff document for another agent to pick up. Use when ending a long session, switching agents, or handing off benchmark runs, profiling investigations, or multi-step infra work.
2 3d ago A 44 tokens
Skill Claude CodeCodex
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, make a codebase more testable and AI-navigable, or untangle inference engine /…
2 3d ago A 77 tokens
Skill Claude CodeCodex
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
2 3d ago A 46 tokens
Skill Claude CodeCodex
OpenAI Triton (@triton.jit) kernel development for inference/training ops. NEVER use for CUDA C++, TileIR, or profiling tools (ncu, nsys). Covers fused elementwise, reductions (softmax, LayerNorm, RMSNorm), tiled GEMM with triton.autotune, and flash attention. Workflow: design, write, verify. Use when implementing…
2 3d ago C 119 tokens
Skill Claude CodeCodex
Layer-level torch profiler trace analysis: forward-pass boundaries, anchor kernels, per-layer timing clusters, Perfetto navigation. Use when llm-torch-profiler-analysis three-table summary is too coarse and you need which layers or prefill/decode forward passes dominate.
2 3d ago A 58 tokens
Skill Claude CodeCodex
Framework-independent LLM serving benchmark for SGLang, vLLM, TensorRT-LLM. Config-driven searchspace over launch flags under shared workload, GPU budget, and latency SLA. Use for cross-framework deployment comparison, cookbook sweeps, or finding best serve command before QPS binary search. Pairs with…
2 3d ago A 90 tokens
Skill Claude CodeCodex
Parse SGLang/vLLM startup logs for GPU memory decomposition (weights, KV pool, CUDA graph, overhead) and max-concurrency estimates. Use for KV cache budget, mem-fraction-static tuning, OOM triage, or explaining why concurrency is capped.
2 3d ago A 62 tokens
Skill Claude CodeCodex
Unified torch.profiler triage for sglang, vllm, TensorRT-LLM: kernel table, overlap-opportunity table, fuse-pattern table with prefill/decode separation. Use when analyzing trace.json(.gz), live server profiling, or fusion/kernel opportunities after perf-nsight-systems points to compute. Complements…
2 3d ago A 87 tokens
Skill Claude CodeCodex
Find the maximum sustainable QPS of an LLM inference service that meets a p50 e2e latency SLO using onlinereplay.py and a binary search. Use for maximum-QPS benchmarks, SLO-based performance tests, and optional serving configuration or feature tuning on local OpenAI-compatible servers.
2 3d ago A 67 tokens
Skill Claude CodeCodex
Explore a large codebase in parallel by launching multiple explore subagents that each investigate a different area simultaneously. Use when onboarding onto a new project, understanding architecture, investigating cross-cutting concerns, or mapping vLLM / SGLang / TRT-LLM / FlexKV code paths.
2 3d ago A 63 tokens
Skill Claude CodeCodex
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and…
2 3d ago A 92 tokens
Skill Claude CodeCodex
Performance analysis coordination workflow. Guides profiling delegation, bottleneck classification (compute / memory / launch / communication / sync), and structured report generation. Use when the user asks to analyze performance, profile a workload, check MFU / SOL, diagnose bottlenecks, understand why a vLLM /…
2 3d ago A 131 tokens