Automation
Task automation and scripting
slop-analyzer
by afk-agents
"Use this skill when you need to analyze writing for AI-like patterns and get actionable suggestions for making text sound more natural and human-written. This is particularly useful after drafting or editing creative writing, essays, or blog posts. The agent uses the /slop-score skill to identify problematic patterns and provides specific revision suggestions.\n\n<example>\nContext: The user has just finished writing a blog post draft and wants feedback on naturalness.\nuser: \"I just finished my draft in drafts/ai-future-essay.md. Can you check it for AI-sounding language?\"\nassistant: \"I'll use the slop-analyst agent to analyze your draft for AI-like patterns and get specific suggestions for improvement.\"\n<commentary>\nSince the user wants to check their writing for AI patterns, use the Task tool to launch the slop-analyst agent which specializes in this analysis using the /slop-score skill.\n</commentary>\n</example>\n\n<example>\nContext: The parent agent has made significant edits to a piece and wants to verify the writing still sounds natural.\nuser: \"Please revise this paragraph to be more engaging\"\nassistant: \"Here's the revised paragraph: [revised text]\"\n<commentary>\nAfter making substantial revisions, it would be valuable to check if the new text sounds natural. Use the Task tool to launch the slop-analyst agent to analyze the revised content.\n</commentary>\nassistant: \"Let me also run this through the slop-analyst to make sure the revisions sound natural.\"\n</example>\n\n<example>\nContext: User is working on creative writing and mentions concerns about their writing sounding robotic.\nuser: \"Something feels off about this story I wrote. It doesn't sound like me.\"\nassistant: \"I'll have the slop-analyst examine your story to identify any patterns that might be making it feel unnatural.\"\n<commentary>\nThe user's concern about authenticity is exactly what the slop-analyst is designed to address. Use the Task tool to launch it for detailed pattern analysis.\n</commentary>\n</example>"
adr-madr-system
by dmonteroh
"Create, review, and maintain Architecture Decision Records (MADR) as individual files plus an ADR index when documenting or superseding architectural decisions. Focuses on decision drivers, options, consequences, and supersedes semantics so accepted ADRs remain immutable."
engineer-work
by elliottrjacobs
Execute implementation plans with git branching, progress tracking, quality checks, and PR creation. Use when the user says "build this", "implement this", "start working", "execute the plan", or provides a plan file to execute.
workflow-local-dev
by lgariv-dn
Support local workflow platform development in the DAP workspace across frontend, backend, and infra teams. Provides access to Kubernetes (Kind), Tilt service management, database queries, and troubleshooting. Use when building backend/API features, adjusting infra configurations, checking logs, running tests, or debugging issues against locally deployed workflow engine components.
browser-use
by Jackiexiao
"Automate browser interactions for testing, form filling, screenshots, and data extraction."
track-issue-flow
by myuon
Operate the local-first track issue workflow from request intake to completion using the CLI. Use this when users ask to list issues, pick a numbered item from track list, inspect details with track show, update status/priority/labels, or move an issue into active work while keeping progress visible in the tracker.
self-reflection
by HemSoft
V1.0 - Helps AI agents troubleshoot difficult tasks and record lessons learned into persistent memory to prevent future mistakes and enable continuous improvement.
banana-watermark-remove-skill
by undsky
Remove Gemini Nano Banana / Pro watermarks from images using GeminiWatermarkTool. Use when users want to (1) remove visible watermarks from AI-generated images, (2) batch process multiple images to remove watermarks, (3) clean up Gemini watermarks from screenshots or documents. Supports Windows, macOS, and Linux platforms.
workers-specialist
by SteveLeve
Provide Cloudflare Workers runtime guidance for routing, bindings, performance, security headers, rate limiting, and Hono patterns used in this repo.
ralph-loop-prompt-builder
by 101mare
Builds effective prompts for the Ralph Loop autonomous work system. Asks clarifying questions about the task, then generates a structured prompt with clear requirements, verification steps, and completion criteria. Does NOT handle: loop execution (use ralph-loop), general prompts (use prompt-builder). Use this BEFORE starting a ralph-loop — it creates the prompt, not the loop itself. Recognizes: "ralph-loop-prompt-builder", "ralph prompt", "build ralph prompt", "prepare a ralph loop task", "help me write a ralph loop prompt", "structure this for ralph-loop"
aico-code-review
by yellinzero
Request structured code review to catch correctness, security, performance, and readability issues. Reviews should happen early and often. Use this skill when: - Completing a task and need quality check - After major feature implementation - Before merging to main branch - When stuck and need fresh perspective on code - User asks for "code review", "review my code", "check my code" - Subagent-driven workflow needs spec compliance or quality review Review categories: Correctness, Tests, Security, Performance, Readability, Error Handling Severity levels: Critical (fix now), Important (fix before proceeding), Minor (note for later)
migration-skill
by PloLink
从 Cursor 开发模式迁移到 Claude Code 开发模式的完整指南。当项目需要从 Cursor AI IDE 切换到 Claude Code CLI 时使用此技能，包括配置迁移、文档结构转换、工作流适配等。
cloudflare-agents
by ma1orek
Build AI agents with Cloudflare Agents SDK on Workers + Durable Objects. Provides WebSockets, state persistence, scheduling, and multi-agent coordination. Prevents 23 documented errors. Use when: building WebSocket agents, RAG with Vectorize, MCP servers, or troubleshooting "Agent class must extend", "new_sqlite_classes", binding errors, WebSocket payload limits.
simulator-screenshot
by KrzysztofMoch
Capture screenshots from iOS Simulator or Android Emulator using the bundled simulator-screenshot.sh script. Use when asked to take simulator/emulator screenshots, list available devices, select a specific simulator or emulator by ID/name, or return JSON output for automation.
testcontainers-integration-tests
by baotoq
Write integration tests using TestContainers for .NET with xUnit. Covers infrastructure testing with real databases, message queues, and caches in Docker containers instead of mocks.
prd
by harrymunro
"Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out."
executing-plans
by AnasX7
Use when you have a written implementation plan to execute in a separate session with review checkpoints
decision-envelope
by tracemem
Using the decision envelope pattern for structured thinking.
product-customer-discovery
by piperubio
Plan and run product-focused customer discovery interviews and synthesize actionable customer insights. Use when you need to define discovery goals/hypotheses, identify an ICP/segments, create a recruiting plan, write an interview guide, conduct interviews, analyze notes (themes, JTBD, pains/gains), and produce a discovery readout with opportunities, risks, and next experiments.
game-changing-features
by cachemoney
Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.
tutorial-generator
by digitalspeed
Generates a step-by-step tutorial aligned with the Digital Speed brand voice. Use when asked to write a tutorial, how-to guide, setup guide, or walkthrough.
writing-plans
by AnasX7
Use when you have a spec or requirements for a multi-step task, before touching code
aico-subagent-driven
by yellinzero
Execute implementation plan by dispatching fresh subagent per task. Each task gets: Implementer → Spec Review → Quality Review. Two-stage review ensures both correctness and quality. Use this skill when: - Have implementation plan with multiple independent tasks - Want automated execution with quality gates after each task - Tasks are mostly independent (not tightly coupled) - User asks to "execute the plan", "run the tasks", "auto implement" Prerequisites: Must have plan from aico-frontend-plan, aico-backend-plan, or aico-*-task-breakdown skill. Process: For each task: Dispatch Implementer → Spec Review (passes?) → Quality Review (passes?) → Next task Review order: ALWAYS spec compliance first, THEN code quality.
testing-e2e
by Git-Fg
"Orchestrates end-to-end testing workflows coordinating browser automation with server verification. Use when validating complete user flows, testing multi-step scenarios, or verifying browser-server integration. Do not use for unit testing, API testing, isolated component testing, or documentation code examples → see generating-tests skill."