Automation
Task automation and scripting
reinforcement-drills
by 10x-Anit
Use to queue practice reps, certifications, and accountability cadences
before-spawning-task
by eveld
Use BEFORE using the Task tool. Ensures you select the correct specialized subagent_type instead of generic agents.
airflow
by G1Joshi
Apache Airflow workflow orchestration. Use for data pipelines.
workflow-discipline
by CsHeng
Maintain incremental delivery, fail-fast behavior, and structured communication. Use when workflow discipline guidance is required.
speckit-generator
by ddunnock
Project-focused specification and task management system. Run /speckit.init to install 8 project-local commands: /plan, /tasks, /design, /analyze, /clarify, /implement, /revert, /lint. Each command MUST be invoked separately and requires user approval before proceeding. NEVER chain commands automatically - each produces output that requires user review. Use /plan when user wants to create plans from specs. Use /tasks only AFTER user has approved plans. Git checkpoints enable safe revert.
voice-processing
by vanman2024
Voice cloning workflows, voice library management, audio format conversion, and voice settings. Use when cloning voices, managing voice libraries, processing audio for voice creation, configuring voice settings, or when user mentions voice cloning, instant cloning, professional cloning, voice library, audio processing, voice settings, or ElevenLabs voices.
spawn-research-agents
by eveld
Use when conducting codebase research to orchestrate specialized agents in parallel for comprehensive investigation.
routing-strategies
by vanman2024
Task routing and queue management patterns for Celery including priority queues, topic exchanges, worker-specific routing, and advanced queue configurations. Use when configuring task routing, managing queues, setting up priority queues, implementing worker routing, configuring topic exchanges, or when user mentions task routing, queue management, Celery routing, worker assignments, or message broker routing.
pytorch-mastery
by levy-n
Implements PyTorch training patterns, data loading, and GPU optimization. Covers tensor operations, DataLoader/Dataset classes, training loops, CUDA memory management, and debugging common errors. Use when writing PyTorch code, debugging tensor shape mismatches, fixing CUDA OOM errors, optimizing training speed, or when user mentions 'PyTorch', 'tensor', 'DataLoader', 'training loop', 'GPU memory', 'CUDA', '.to(device)', 'model.eval()', 'torch.no_grad()', 'shape mismatch', 'environment setup', 'nvidia-smi', or 'CUDA setup'.
spacy
by G1Joshi
spaCy NLP library with pipelines. Use for text processing.
screengrabs
by inkeep
"Capture, annotate, and include screenshots in pull requests for UI changes. Use when creating or updating PRs that touch frontend components, pages, or any web-facing surface. Also use when asked to add before/after screenshots, visual diffs, or enrich PR descriptions. Triggers on: PR screenshots, before/after, visual diff, PR description, capture screenshot, PR images, enrich PR."
a2a-executor-patterns
by vanman2024
Agent-to-Agent (A2A) executor implementation patterns for task handling, execution management, and agent coordination. Use when building A2A executors, implementing task handlers, creating agent execution flows, or when user mentions A2A protocol, task execution, agent executors, task handlers, or agent coordination.
changelog-automation
by phrazzld
"Apply changelog automation and semantic versioning patterns using Changesets or semantic-release: conventional commits, automated version bumping, release notes generation. Use when setting up release workflows, discussing versioning, or implementing changelog automation."
write-agent
by inkeep
"Design and write high-quality Claude Code agents and agent prompts. Use when creating or updating .claude/agents/*.md for (1) single-purpose subagents (reviewers, implementers, researchers) and (2) workflow orchestrators (multi-phase coordinators like pr-review, feature-development, bug-fix). Covers delegation triggers, tool/permission/model choices, Task-tool orchestration, phase handoffs, aggregation, iteration gates, and output contracts. Also use when deciding between subagents vs skills vs always-on repo guidance."
task-patterns
by vanman2024
Production-ready Celery task templates with error handling, retries, rate limiting, time limits, and custom task classes. Use when creating Celery tasks, implementing retry logic, adding rate limiting, setting time limits, building custom task classes, validating task inputs with Pydantic, handling database operations, making API calls, or when user mentions task patterns, retry mechanisms, task templates, error handling, task best practices.
github-copilot
by G1Joshi
GitHub Copilot AI code suggestions and chat. Use for code completion.
sequence-models
by levy-n
Implements sequence models for time series and text. Covers RNN fundamentals, LSTM/GRU architectures, time series forecasting, text generation with language models, and sequence classification. Use when working with sequential data, predicting time series, text generation, or when user mentions 'RNN', 'LSTM', 'GRU', 'vanishing gradient', 'hidden state', 'time series', 'sequence-to-sequence', 'text generation', 'next word prediction', or 'recurrent neural network'.
beat-scheduling
by vanman2024
Periodic task scheduling patterns with Celery Beat (crontab, interval, solar). Use when configuring periodic tasks, setting up task schedules, implementing recurring jobs, configuring django-celery-beat, or creating dynamic schedules.
write-skill
by inkeep
"Create or revise Claude Code-compatible Agent Skills (SKILL.md with optional references/, scripts/, and assets/). Use when designing a new skill, improving an existing skill, or updating/refactoring an existing skill while preserving the original author's intent (avoid semantic drift unless explicitly requested/approved by the author). Also use when integrating skills with subagents (context fork, agent)."
Turbo & Hotwire Patterns
by Kaakati
"Complete guide to Hotwire implementation including Turbo Drive, Turbo Frames, Turbo Streams, and Stimulus controllers in Rails applications. Use this skill when implementing real-time updates, partial page rendering, or JavaScript behaviors in Rails views."
Advanced GetX Patterns
by Kaakati
Advanced GetX features including Workers, GetxService, SmartManagement, GetConnect, GetSocket, bindings composition, and testing patterns
celery-config-patterns
by vanman2024
Celery configuration templates for all frameworks (Django, Flask, FastAPI, standalone). Use when configuring Celery, setting up task queues, creating Celery apps, integrating with frameworks, or when user mentions Celery configuration, task queue setup, broker configuration, or framework integration.
automation-language-selection
by CsHeng
Choose between Shell and Python for generated automation code based on task traits. Use when automation language selection guidance is required.
language-shell
by CsHeng
Shell scripting standards and safety practices. Use when language shell guidance is required or when selecting Shell as a thin wrapper or OS-near glue layer.