# Apache Airflow DAG Patterns Production-ready patterns for Apache Airflow including DAG design, operators, sensors, testing, and deployment strategies. ## When to Use This Skill - Creating data pipeline orchestration with Airflow - Designing DAG structures and dependencies - Implementing custom ...

# Ask Questions If Underspecified ## When to Use Use this skill when a request has multiple plausible interpretations or key details (objective, scope, constraints, environment, or safety) are unclear. ## When NOT to Use Do not use this skill when the request is already clear, or when a quick, l...

# Image Compressor Cross-platform image compression with WebP default output, PNG-to-PNG support, preferring system tools with Sharp fallback. ## Script Directory **Important**: All scripts are located in the `scripts/` subdirectory of this skill. **Agent Execution Instructions**: 1. Determine t...

# Brainstorming Ideas Into Designs ## Overview Help turn ideas into fully formed designs and specs through natural collaborative dialogue. Start by understanding the current project context, then ask questions one at a time to refine the idea. Once you understand what you're building, present the...

# Cloudflare Workflows **Status**: Production Ready ✅ (GA since April 2025) **Last Updated**: 2026-01-09 **Dependencies**: cloudflare-worker-base (for Worker setup) **Latest Versions**: [email protected], @cloudflare/[email protected] **Recent Updates (2025)**: - **April 2025**: Workflows G...

# Code Review Excellence Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. ## When to Use This Skill - Reviewing pull requests and code changes - Establishing code review standards for teams - Mentoring ...

# Command Creator This skill guides the creation of Claude Code slash commands - reusable workflows that can be invoked with `/command-name` in Claude Code conversations. ## About Slash Commands Slash commands are markdown files stored in `.claude/commands/` (project-level) or `~/.claude/commands...

# Context-Driven Development Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation. ## When to Use This Skill - Setting up new projects with Conductor - Understanding the...

# Daily Meeting Update Generate a daily standup/meeting update through an **interactive interview**. Never assume tools are configured—ask first. --- ## Workflow ``` START │ ▼ ┌─────────────────────────────────────────────────────┐ │ Phase 1: DETECT & OFFER INTEGRATIONS │ │ • ...

# Developer Toolbox A collection of essential development workflow agents that integrate seamlessly with Claude Code. ## What's Included ### Agents (7) | Agent | Purpose | Triggers On | |-------|---------|-------------| | **commit-helper** | Generate conventional commit messages | "commit messag...

# Dispatching Parallel Agents ## Overview When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel. **Core principle:** Dispatch one agent per i...

# Executing Plans ## Overview Load plan, review critically, execute tasks in batches, report for review between batches. **Core principle:** Batch execution with checkpoints for architect review. **Announce at start:** "I'm using the executing-plans skill to implement this plan." ## The Process...

# Finishing a Development Branch ## Overview Guide completion of development work by presenting clear options and handling chosen workflow. **Core principle:** Verify tests → Present options → Execute choice → Clean up. **Announce at start:** "I'm using the finishing-a-development-branch skill t...

# Gepetto Orchestrates a multi-step planning process: Research → Interview → Spec Synthesis → Plan → External Review → Sections ## CRITICAL: First Actions **BEFORE anything else**, do these in order: ### 1. Print Intro Print intro banner immediately: ``` ════════════════════════════════════════...

# Gh Issue Fix Flow ## Overview Resolve a GitHub issue from intake through fix, validation, and push using gh, local edits, XcodeBuildMCP, and git. ## Workflow ### 1) Intake and issue context 1. Use `gh issue view <id> --repo <owner/repo> --comments` to get the full issue context. 2. If the rep...

# Google Workspace APIs **Status**: Production Ready **Last Updated**: 2026-01-09 **Dependencies**: Cloudflare Workers (recommended), Google Cloud Project **Skill Version**: 1.0.0 --- ## Quick Reference | API | Common Use Cases | Reference | |-----|------------------|-----------| | Gmail | Email...

# Jira Natural language interaction with Jira. Supports multiple backends. ## Backend Detection **Run this check first** to determine which backend to use: ``` 1. Check if jira CLI is available: → Run: which jira → If found: USE CLI BACKEND 2. If no CLI, check for Atlassian MCP: → Look...

# JSON Canvas Skill This skill enables skills-compatible agents to create and edit valid JSON Canvas files (`.canvas`) used in Obsidian and other applications. ## Overview JSON Canvas is an open file format for infinite canvas data. Canvas files use the `.canvas` extension and contain valid JSON ...

# Lorem Ipsum Generator ## Overview Generate lorem ipsum placeholder text using the bundled generator script. **Always use the script** to generate content rather than writing lorem ipsum directly. **Critical requirement**: ALL text in the generated output must be lorem ipsum, including headings,...

# ML Pipeline Workflow Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment. ## Overview This skill provides comprehensive guidance for building production ML pipelines that handle the full lifecycle: data ingestion → preparation → training → validation ...

# Naming Analyzer Skill Suggest better variable, function, and class names based on context and conventions. ## Instructions You are a naming convention expert. When invoked: 1. **Analyze Existing Names**: - Variables, constants, functions, methods - Classes, interfaces, types - Files a...

# YouTube 视频智能剪辑工具 > **Installation**: If you're installing this skill from GitHub, please refer to [README.md](README.md#installation) for installation instructions. The recommended method is `npx skills add https://github.com/op7418/Youtube-clipper-skill`. ## 工作流程 你将按照以下 6 个阶段执行 YouTube 视频剪辑任务：...

# Planning with Files Work like Manus: Use persistent markdown files as your "working memory on disk." ## FIRST: Check for Previous Session (v2.2.0) **Before starting work**, check for unsynced context from a previous session: ```bash # Linux/macOS $(command -v python3 || command -v python) ${CL...

# Project Planning Skill Specialized planning assistant for web application projects. Generate context-safe phases with comprehensive planning documentation. --- ## ⚡ Recommended Workflow 1. **ASK** 3-5 clarifying questions (auth, data, features, scope) 2. **WAIT** for user answers 3. **CREATE**...

# Project Session Management Skill Track progress across work sessions using SESSION.md with git checkpoints and concrete next actions. --- ## When to Use - Starting projects after `project-planning` generates IMPLEMENTATION_PHASES.md - Resuming work after context clears - Mid-phase checkpoints ...

# Project Workflow Skill 9 integrated slash commands for complete project lifecycle automation: idea validation → planning → execution → session management → context preservation → release. **Time savings**: 35-55 minutes per project lifecycle ## Installation **Marketplace**: `/plugin install pr...

# ray.so Code Snippet Image Generator Generate beautiful code snippet images using [ray.so](https://ray.so/) and save them locally. ## Requirements - The user MUST provide the code snippet, either directly or by pointing to a file/selection in context - MUST ask the user for ALL styling parameter...

# Code Review Reception ## Overview Code review requires technical evaluation, not emotional performance. **Core principle:** Verify before implementing. Ask before assuming. Technical correctness over social comfort. ## The Response Pattern ``` WHEN receiving code review feedback: 1. READ: Co...

# Requesting Code Review Dispatch superpowers:code-reviewer subagent to catch issues before they cascade. **Core principle:** Review early, review often. ## When to Request Review **Mandatory:** - After each task in subagent-driven development - After completing major feature - Before merge to m...

# Requirements Clarity Skill ## Description Automatically transforms vague requirements into actionable PRDs through systematic clarification with a 100-point scoring system. ## Instructions When invoked, detect vague requirements: 1. **Vague Feature Requests** - User says: "add login featu...

# Handoff Creates comprehensive handoff documents that enable fresh AI agents to seamlessly continue work with zero ambiguity. Solves the long-running agent context exhaustion problem. ## Mode Selection Determine which mode applies: **Creating a handoff?** User wants to save current state, pause...

# Ship-Learn-Next Action Planner This skill helps transform passive learning content into actionable **Ship-Learn-Next cycles** - turning advice and lessons into concrete, shippable iterations. ## When to Use This Skill Activate when the user: - Has a transcript/article/tutorial and wants to "imp...

# Skill Review Skill ## Process Invoke: `/review-skill <skill-name>` or use this skill when detecting outdated patterns **Production evidence**: better-auth audit (2025-11-08) - found 6 critical issues including non-existent API imports, removed 665 lines incorrect code, implemented v2.0.0 --- ...

# Startup Financial Modeling Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. ## Overview Financial modeling provides the quantitative foundation for startup strategy, fundraising, and oper...

# Subagent-Driven Development Execute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review. **Core principle:** Fresh subagent per task + two-stage review (spec then quality) = high quality, fast iteration ## When to...

# Sveltia CMS Skill Complete skill for integrating Sveltia CMS into static site projects. --- ## Current Versions - **@sveltia/cms**: 0.128.5 (verified January 2026) - **Status**: Public Beta (v1.0 expected early 2026) - **Maturity**: Production-ready (270+ issues solved from predecessor) --- ...

# Team Composition Analysis Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. ## Overview Build the right team at the right time with appropriate compensation and equity. Plan role-by-role hiring a...

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# Track Management Guide for creating, managing, and completing Conductor tracks - the logical work units that organize features, bugs, and refactors through specification, planning, and implementation phases. ## When to Use This Skill - Creating new feature, bug, or refactor tracks - Writing or ...

# Verification Before Completion ## Overview Claiming work is complete without verification is dishonesty, not efficiency. **Core principle:** Evidence before claims, always. **Violating the letter of this rule is violating the spirit of this rule.** ## The Iron Law ``` NO COMPLETION CLAIMS WI...

# Workflow Orchestration Patterns Master workflow orchestration architecture with Temporal, covering fundamental design decisions, resilience patterns, and best practices for building reliable distributed systems. ## When to Use Workflow Orchestration ### Ideal Use Cases (Source: docs.temporal.io...

# Workflow Patterns Guide for implementing tasks using Conductor's TDD workflow, managing phase checkpoints, handling git commits, and executing the verification protocol that ensures quality throughout implementation. ## When to Use This Skill - Implementing tasks from a track's plan.md - Follow...

# Writing Plans ## Overview Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need to know: which files to touch for each task, code, testing, docs they might need to check, how to test it. Give them th...

# Requirements for Outputs ## All Excel files ### Zero Formula Errors - Every Excel model MUST be delivered with ZERO formula errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?) ### Preserve Existing Templates (when updating templates) - Study and EXACTLY match existing format, style, and conventions ...

# YouTube Transcript Extract transcripts from YouTube videos using the youtube-transcript-api. ## Usage Run the script with a YouTube URL or video ID: ```bash uv run scripts/get_transcript.py "VIDEO_URL_OR_ID" ``` With timestamps: ```bash uv run scripts/get_transcript.py "VIDEO_URL_OR_ID" --ti...

The Brainstorming skill provides a structured framework for agents to convert abstract project ideas into documented technical specifications. Designed for developers using Cursor, Claude Code, and similar AI-augmented tools, it prevents premature coding by enforcing a design-first, collaborative ap...

Sequential Thinking provides a formal framework for agents to decompose multifaceted problems into manageable, iterative reasoning steps. It enables the agent to track progress, backtrack upon identifying errors, and branch into parallel solution paths when initial assumptions prove insufficient. By...

The YouTube Video Downloader skill allows developers to automate media acquisition directly from within their development environment. By abstracting the command-line usage of yt-dlp, this tool provides a predictable interface for fetching video content, extracting specific quality tiers, or isolati...

The gog tool provides a command-line interface for managing core Google Workspace services directly from your terminal. It allows developers to programmatically interact with Gmail, Calendar, Drive, Contacts, Sheets, and Docs without opening a browser. By shifting these tasks into a text-based envir...

The Travel Planner skill turns your development environment into a structured concierge for organizing trips. By maintaining a local database of your personal preferences—including dietary restrictions, budget constraints, and preferred travel styles—it generates tailored itineraries that move beyon...

The PMBOK Project Management skill provides a structured framework for planning, executing, and closing complex tasks according to PMI standards. It helps developers and team leads organize work by applying the 10 Knowledge Areas and 5 Process Groups, ranging from initial charter development to fina...

The openspec-onboard skill provides an interactive, hands-on tutorial for developers to learn the OpenSpec workflow directly within their own codebase. Instead of reading static documentation, you follow a step-by-step cycle—from initial exploration and proposal drafting to technical specification, ...

Deep Research is an advisory tool for VCV Rack module developers, facilitating technical investigations through a graduated protocol. Instead of attempting immediate code changes, it gathers information and synthesizes solutions from local documentation, the Rack SDK, and community forums. It functi...

Ultrawork serves as a parallel execution engine for managing independent coding tasks within the oh-my-claudecode ecosystem. It allows developers to fire multiple agent calls simultaneously, significantly reducing idle time during multi-stage projects. By decoupling independent work streams and appl...

The Reconciliation skill provides a structured framework for validating financial data consistency between disparate systems. It assists accounting and finance professionals by automating the comparison of General Ledger (GL) balances against subledgers, bank statements, and intercompany records. In...