自动化
工作流自动化与调度
slime
wundercorp
RL post-training for LLMs with Megatron and SGLang.
book-writing-workspace
aktsmm
Set up a complete book writing workspace with AI agents, instructions, prompts, and scripts. Use when users want to create a new book/technical writing project with Markdown + Re:VIEW + PDF output workflow. Triggers on "book writing workspace", "technical book project", "執筆ワークスペース", or similar project setup requests.
evaluating-llms-harness
wundercorp
"lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.)."
archify
wundercorp
Validated interactive HTML diagrams, upstream-maintained.
peft
wundercorp
Fine-tune large LLMs with LoRA on limited GPU memory.
audiocraft-audio-generation
wundercorp
"AudioCraft: MusicGen text-to-music, AudioGen text-to-sound."
pytorch-lightning
wundercorp
Clean training loops with built-in distributed support.
torchtitan
wundercorp
Pretrain LLMs at scale with PyTorch 4D parallelism.
serving-llms-vllm
wundercorp
"vLLM: high-throughput LLM serving, OpenAI API, quantization."
saelens
wundercorp
Train sparse autoencoders to interpret model features.
watchers
wundercorp
Poll RSS, JSON APIs, and GitHub with watermark dedup.
modal
wundercorp
Serverless GPU cloud for ML jobs and model APIs.
flash-attention
wundercorp
Speed up long-sequence transformer training and inference.
release
Automattic
Version management and release processes using Jetpack Changelogger. Use when creating releases, managing changelogs, bumping versions, or preparing patch releases.
code-simplifier
aktsmm
Guide for simplifying and refining code after coding sessions. Use when cleaning up complex code, reviewing PRs for readability, or applying consistent refactoring patterns.
convex-helpers-guide
get-convex
Discover and use convex-helpers utilities for relationships, filtering, sessions, custom functions, and more. Use when you need pre-built Convex patterns.
brainstorming
tomwangowa
Use before any creative or implementation work — new features, architecture changes, refactoring, or workflow design. Explores intent through Socratic dialogue, proposes approaches with trade-offs, and produces an approved design before any code is written.
convex-quickstart
get-convex
Initialize a new Convex backend from scratch with schema, auth, and basic CRUD operations. Use when starting a new project or adding Convex to an existing app.
ticktick-cli
DCjanus
使用 Python CLI 与 Dida365 Open API 交互以管理滴答清单任务/项目，适用于需要通过脚本或命令行调用滴答清单接口的场景（如项目/任务的查询、创建、更新、完成、删除）。
create-skill
DCjanus
当你要创建/新增一个 skill，或重写/更新某个 skill 的 SKILL.md（结构、约定、模板）时使用。
mobile-browser-workflow-to-playwright
neonwatty
Translates mobile browser workflow markdown files into Playwright E2E tests for CI using Chromium with mobile viewport. Use this when the user says "convert mobile browser workflows to playwright", "translate mobile browser workflows to CI", or wants to promote refined mobile browser workflows to automated CI tests.
mobile-browser-workflow-generator
neonwatty
Generates, creates, or updates mobile browser workflow files for testing web apps with Chrome mobile viewport emulation. Use this when the user says "generate mobile browser workflows", "create mobile browser workflows", "update mobile browser workflows", or "iterate on mobile browser workflows". Thoroughly explores the web app's codebase to discover all user-facing features, pages, and interactions. Creates comprehensive numbered workflows with substeps that cover the full mobile user experience.
browser-workflow-to-playwright
neonwatty
Translates browser workflow markdown files into Playwright E2E tests for CI. Use this when the user says "convert workflows to playwright", "translate workflows to CI", "generate playwright tests from workflows", or wants to promote refined browser workflows to automated CI tests.
mobile-browser-workflow-orchestrator
neonwatty
Orchestrates the full mobile browser workflow pipeline - generates, executes, and converts mobile workflows to Playwright tests. Use this when the user says "generate and execute mobile workflows", "run mobile workflow pipeline", "mobile browser test pipeline", or "test mobile experience". Manages configuration (URL, credentials, device), chains generator→executor→converter with approval gates between phases.