Automation

n8n-workflow-patterns

by echoleesong

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.

datasuite-studio-bridge

by rogertu-rgb

"Fast DataSuite-style Data Studio automation through the authenticated Chrome page and Data Studio APIs. Use when Codex needs to control datasuite.example.com/studio without slow Computer Use mouse actions: create temp query tabs, save SQL to Data Studio tasks, run adhoc SQL, stop executions, find Studio tasks, enter Scheduler for manual/scheduled/workflow tasks, check/open Backfill for scheduled/workflow tasks, configure Data Output Setting or Properties Setting, fetch logs/results/links, or keep an audit trail of Data Studio actions."

pentest-business-logic-abuse

by crtvrffnrt

"Security assessment skill for business workflow abuse, state-machine manipulation, and control-plane logic flaws. Use when prompts include workflow bypass, race condition, replay, quota abuse, order-of-operations flaws, delegated execution abuse, or unauthorized state transitions. Do not use for pure input injection fuzzing, broad recon, or standalone report formatting tasks."

decision-log

by mkdir700

"MANDATORY pre-commit workflow for vibe coding. ALWAYS trigger when user says 'commit', 'git commit', or any commit-related command. Forces diff review and decision log generation BEFORE allowing commit to proceed."

aep

by way-platform

API design system in the AEP (API Enhancement Proposals) collection. AEPs provide high-level, concise documentation for API development, serving as the source of truth for consistent, intuitive, and machine-readable API designs. Use this skill when designing, reviewing, or implementing APIs to ensure compliance with these established standards.

workflow-orchestrator

by k1lgor

Use this for designing complex workflows, scheduled jobs, and task orchestration (Airflow, Prefect, Temporal, Cron, Celery).

taskcluster

by jwmossmoz

Interact with Mozilla Taskcluster CI using the taskcluster CLI. Query task status, view logs, download artifacts, retrigger tasks, and manage task groups. Use when working with CI tasks from firefox-ci-tc.services.mozilla.com or debugging worker pool issues. For worker pool operations (list workers, terminate workers, bulk task cancellation), use native taskcluster api commands (see references/worker-pools.md). Triggers on "taskcluster", "task status", "task log", "artifacts", "retrigger", "task group", "worker pool".

trent-cleanup-panes

by trentshaines

Clean up tmux panes. Use when user wants to close/kill all other panes, clean up tmux window, or reset pane layout.

Cross-Site Scripting (XSS) Assessment

by crtvrffnrt

task-discovery

by jwmossmoz

Discover Firefox CI tasks by worker pool. Query the Taskcluster task graph to find tasks assigned to specific worker types. Use when planning worker pool migrations, crafting mach try pushes, or auditing which tasks run on a pool. Triggers on "discover tasks", "find tasks", "worker pool tasks", "task discovery", "which tasks run on".

writing-plans

by jtsang4

Use when you have a spec or requirements for a multi-step task, before touching code

specdev

by ThilinaTLM

Specification-driven development workflow for AI agents. Use when tasks are too large for a single session, require multi-step implementation, span multiple files/features, or need persistent requirements tracking.

automating-with-maia

by modularmindlab

Offloads complex backend automations to Maia, a multi-agent AI assistant. Use when building websites or apps that need backend operations like data processing, web scraping, document generation, API integrations, scheduled tasks, or any complex workflow that can be triggered via webhook. Enables agents to focus on frontend while Maia handles backend complexity.

subagent-driven-development

by jtsang4

Use when executing implementation plans with independent tasks in the current session

gemini-embeddings

by akrindev

Generate text embeddings using Gemini Embedding API via scripts/. Use for creating vector representations of text, semantic search, similarity matching, clustering, and RAG applications. Triggers on "embeddings", "semantic search", "vector search", "text similarity", "RAG", "retrieval".

my-web-plan

by ex3ndr

Planning for React web UI implementation with component design focus

dev-workflow

by MolcajeteAI

Task implementation workflow for the /m:dev command. Provides two execution modes: single-task mode (7-step workflow for one task at a time) and multi-task mode (wave-based orchestration with parallel subagents for feature groups, ranges, and use cases).

pentest-input-protocol-manipulation

by crtvrffnrt

"Security assessment skill for input validation abuse and protocol-level manipulation. Use when prompts include injection, parser differential testing, request smuggling, method tampering, header confusion, serialization abuse, or payload mutation for exploitability testing. Do not use when the task is mainly authz boundary review, business workflow abuse, or report synthesis."

daily-standby

by BenjaminG

Put a task on standby when it's blocked or waiting on someone. This skill should be used when Benjamin says "standby", "waiting on", "put on hold", "blocked", "can't proceed", or needs to park a task that requires external input.

ralph-loop

by BenjaminG

Create autonomous iterative loops (Ralph Wiggum pattern) for multi-step tasks. Use when setting up automated workflows that iterate over a backlog of tasks with clear acceptance criteria. Triggers on requests like "create a ralph loop", "set up an iterative agent", "automate this migration", or "create an autonomous loop".

async-python-patterns

by spjoshis

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

BIM Model Analyzer

by Eli-yu-first

"Analyzes BIM models for clash detection, quantity takeoff, and construction sequence planning"

App Store Listing Translator

by Eli-yu-first

"Translate and optimize app store listings for different markets with ASO best practices"

Abstract Generator

by Eli-yu-first

"Generates structured abstracts for research papers with background, methods, results, and conclusions"