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Found 1,909 Skills
Docker containerization best practices and patterns
Specialized in Component diagrams (Level 3) with folder structure mapping. Use this skill when the user needs to zoom into a single container to identify internal components, their responsibilities, and how they map to actual code folders (src/services, internal/).
Use when validating that a real-world problem exists before defining JTBD or writing code. Triggers on "is there demand for this?", "how do I validate this idea?", "should we build this?", or before any MVP scope decision. Combines multiple signal sources to produce a Problem Statement with confidence level.
Create polished frontend interfaces from designs/screenshots with high design quality. Use for web components, pages, replicating UI designs, extracting design guidelines, avoiding AI slop aesthetics.
Advanced Domain-Driven Design (DDD) Integration Patterns. Use this skill for implementing CQRS, Event Sourcing, the Outbox Pattern, and Anti-Corruption Layers (ACL) in distributed systems.
Write PhD/Master's thesis — full chapter structure, literature review chapter, methodology chapter, results chapter, discussion chapter, and conclusion. Use when drafting thesis chapters, organizing thesis structure, or converting papers into thesis format.
Federated learning with Deep Q-Networks for privacy-preserving optimization
Use for Roblox multiplayer communication across the client-server boundary: designing RemoteEvent, UnreliableRemoteEvent, and RemoteFunction flows; validating client requests; handling replication-aware gameplay; applying rate limits and anti-exploit checks; reasoning about network ownership, server-authority patterns, Input Action System use in authoritative gameplay, and streaming-sensitive multiplayer correctness.
DORA (DevOps Research and Assessment) Core Model for measuring and improving software delivery performance. Use this skill to assess team performance tier, identify capability gaps, and connect delivery metrics to product release strategy.
Strategic frameworks for Product/Business Owners. Use this skill for Product Market Research, defining Jobs-To-Be-Done (JTBD), understanding Diffusion of Innovations, planning MVPs, and separating deployment (Ship) from business launch (Release).
Slack automation CLI for AI agents. Use when: - Reading a Slack message or thread (given a URL or channel+ts) - Browsing recent channel messages / channel history - Getting all unread messages across channels - Searching Slack messages or files - Sending, editing, or deleting a message; adding/removing reactions - Listing channels/conversations; creating channels and inviting users - Fetching a Slack canvas as markdown - Looking up Slack users - Marking channels/DMs as read - Opening DM or group DM channels Triggers: "slack message", "slack thread", "slack URL", "slack link", "read slack", "reply on slack", "search slack", "channel history", "recent messages", "channel messages", "latest messages", "mark as read", "mark read", "unread messages", "unread", "what did I miss"
High-performance Quarkus framework expertise covering reactive patterns, CDI, build-time augmentation, and cloud-native development. Use for general Quarkus questions.