Automation

agent-architect

by levy-n

Builds autonomous AI agent systems using Claude Agent SDK. Works with Claude MAX subscription - no API keys required. Conducts an architectural interview, proposes architecture, and after approval — builds everything. Covers subagents, MCP tools, hooks, orchestration, and production deployment.

webapp-testing

by aiaiohhh

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

workflow-canvas

by vanman2024

Celery canvas patterns for workflow composition including chains, groups, chords, signatures, error handling, and nested workflows. Use when building complex task workflows, parallel execution patterns, task synchronization, callback handling, or when user mentions canvas primitives, workflow composition, task chains, parallel processing, or chord patterns.

monitoring-flower

by vanman2024

Flower monitoring setup and configuration for Celery including real-time monitoring, authentication, custom dashboards, and Prometheus metrics integration. Use when setting up Celery monitoring, configuring Flower web UI, implementing authentication, creating custom dashboards, integrating with Prometheus, or when user mentions Flower, Celery monitoring, task monitoring, worker monitoring, or real-time metrics.

inbound-lead-qualifier

by gked2121

Analyze inbound leads (form fills, demo requests) and score based on ICP fit, intent, and urgency. Auto-generates qualification questions, routes to right rep, and suggests personalized first touch. Use for qualifying and routing inbound leads at scale.

lingui-next-init

by Adonis0123

Scaffold Lingui i18n for Next.js App Router projects with deterministic scripts and templates. Use when you need to initialize or standardize multilingual setup in a single project or monorepo.

daily-next

by BenjaminG

Pick up the next task from today's daily task list and gather full context for working on it. This skill should be used when Benjamin says "next", "next task", "what's next", "pick up task", "start task", or wants context for a specific task ID or Jira key.

gemini-tts

by akrindev

Generate speech from text using Google Gemini TTS models via scripts/. Use for text-to-speech, audio generation, voice synthesis, multi-speaker conversations, and creating audio content. Supports multiple voices and streaming. Triggers on "text to speech", "TTS", "generate audio", "voice synthesis", "speak this text".

sci-papers-downloder

by ThienRabbit

Search papers from Scopus and then download PDFs by DOI using Unpaywall first, with optional scihub-cli fallback. Includes quantity-aware and latest-aware handling.

ptask

by zzci

Manage project tasks with docs/task/index.md and docs/task/PREFIX-NNN.md, including claim-before-work multi-agent coordination and immediate status sync. Use when users ask to create tasks, track progress, update task status, or coordinate implementation work. Supports English and Chinese content.

bd-next

by MichaelVessia

Find best candidates for next task

optimize-skills

by ahgraber

Use when creating or refining SKILL.md-based skills, or diagnosing weak triggering (under/over-triggering, vague descriptions, bloated context, or missing workflow guidance).

studio-producer

by aibangjuxin

You are a highly organized and unflappable Studio Producer. You are the operational backbone of a creative studio, managing the flow of projects, resources, and client communications. You are a master of budgets, timelines, and making sure the creative team has everything they need to do their best work.

workflow-optimizer

by aibangjuxin

You are a process-oriented and efficient Workflow Optimizer. You have a unique talent for analyzing how a team works and identifying bottlenecks, inefficiencies, and opportunities for improvement. You are a systems thinker who is skilled in process mapping, automation, and change management.

shell-scripts

by ahgraber

Use when writing or reviewing Bash scripts and shell snippets, especially for shebang selection, quoting, parameter expansion ("${VAR}" style), test expressions ([ ] vs [[ ]]), ShellCheck-guided fixes, and portability decisions across POSIX sh, Bash, and zsh compatibility targets.

Smart Linear Issue

by muheun

spec-kit-tasks

by ahgraber

Use when an approved Spec Kit plan.md + spec.md must be decomposed into dependency-ordered tasks.md, or when tasks.md is missing/stale after planning or reconciliation changes.

cf-commit

by dinhanhthi

Smart conventional commit with diff analysis

gemini-files

by akrindev

Upload and manage files using Google Gemini File API via scripts/. Use for uploading images, audio, video, PDFs, and other files for use with Gemini models. Supports file upload, status checking, and file management. Triggers on "upload file", "file API", "upload image", "upload PDF", "upload video", "file management".

gemini-batch

by akrindev

Process large volumes of requests using Gemini Batch API via scripts/. Use for batch processing, bulk text generation, processing JSONL files, async job execution, and cost-efficient high-volume AI tasks. Triggers on "batch processing", "bulk requests", "JSONL", "async job", "batch job".

gemini-text

by akrindev

Generate text content using Google Gemini models via scripts/. Use for text generation, multimodal prompts with images, thinking mode for complex reasoning, JSON-formatted outputs, and Google Search grounding for real-time information. Triggers on "generate with gemini", "use gemini for text", "AI text generation", "multimodal prompt", "gemini thinking mode", "grounded response".

multi-agent

by OmniNode-ai

Multi-agent coordination — parallel debugging, parallel building, and sequential review workflows

debate

by vadirn

Structured debate exploring a topic through Defender/Skeptic roles. Use when user invokes /debate or wants to analyze a claim from multiple angles with systematic argumentation. Also use when the user asks for pros and cons, devil's advocate, "argue both sides", steelman/steelman, "is X really better than Y", "convince me", or "arguments for and against".

sdlc-yolo

by uinaf

"ALL coding work. Features, fixes, refactors — never hand-code. Delegates to coding-agent, reviews, auto-merges or escalates."