自动化
工作流自动化与调度
bond
saadshahd
Design agent team structure for a task. Use when "set up a team", "team for this", "should I use agents", "design a team", "bond a team", "how many agents", "agent team".
spec-workflow-init
anyoneanderson
Development workflow generator — Generate issue-to-pr-workflow.md for your project. Creates a project-specific development workflow through interactive dialogue, covering branch strategy, quality gates, development style, and optional sub-agent definitions. English triggers: "Generate workflow", "Create development workflow", "Setup issue-to-PR flow" 日本語トリガー: 「ワークフローを生成」「開発フローを作成」「Issue-to-PRフローを設定」
laravel-api
JustSteveKing
Build production-grade Laravel REST APIs using opinionated architecture patterns with Laravel best practices. Use when building, scaffoling, or reviewing Laravel APIs with specifications for stateless design, versioned endpoints, invokable controllers, Form Request DTOs, Action classes, JWT authentication, and PSR-12 code quality standards. Triggers on "build a Laravel API", "create Laravel endpoints", "add API authentication", "review Laravel API code", "refactor Laravel API", or "improve Laravel code quality".
brewcode:teardown
kochetkov-ma
Removes brewcode project files (templates, configs, logs).
learn
flonat
"Extract reusable knowledge from the current session into a persistent skill.\nUse when you discover something non-obvious, create a workaround, or develop\na multi-step workflow that future sessions would benefit from."
trigger-agents
triggerdotdev
AI agent patterns with Trigger.dev - orchestration, parallelization, routing, evaluator-optimizer, and human-in-the-loop. Use when building LLM-powered tasks that need parallel workers, approval gates, tool calling, or multi-step agent workflows.
trigger-tasks
triggerdotdev
Build AI agents, workflows and durable background tasks with Trigger.dev. Use when creating tasks, triggering jobs, handling retries, scheduling cron jobs, or implementing queues and concurrency control.
trigger-setup
triggerdotdev
Set up Trigger.dev in your project. Use when adding Trigger.dev for the first time, creating trigger.config.ts, or initializing the trigger directory.
split-pdf
flonat
Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.
python-env
flonat
"Python environment management with uv. ALWAYS use uv for package management, never pip directly. Triggers: 'install package', 'create venv', 'set up Python'. Not for running scripts — just use uv run python."
pipeline-manifest
flonat
"Build a pipeline manifest mapping scripts to inputs, outputs, and paper figures/tables. Optionally add structured headers to scripts. Triggers: 'map my code to paper outputs', 'which script makes which figure'. Not for running pipelines — this documents them."
code-review
flonat
"Quality review for R and Python research scripts. 11-category scorecard covering reproducibility, structure, domain correctness, cross-language verification, and more. Report-only — never edits source files."
task-management
flonat
"the user's personal task management system. Use for: daily planning, weekly reviews, meeting action extraction, task creation in Notion, progress tracking, and research pipeline management. Triggers: 'plan my day', 'what should I work on', 'extract actions', 'weekly review', 'what's overdue', 'update my tasks'."
accelerate
wundercorp
Run PyTorch training across GPUs with minimal changes.
simpo
wundercorp
Reference-free preference alignment, simpler than DPO.
kanban-video-orchestrator
wundercorp
Plan and run multi-agent video production pipelines.
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.