Frame a rough direction into a one-page brief — who the user is, the job and today's workaround, observable success, at least three…
Separates core objectives from proposed solutions and constraints before coding to prevent scope creep and misaligned implementations.
Sharpen a vague idea into a decidable requirement brief with a scope mindmap (story map / priority quadrant when scope or priorities must…
Build an interactive HTML prototype — a functional shell with real interaction logic, no backend, no visual design — so the user can feel…
The ClarityKit design flow — activate ONLY when the user explicitly asks for it (mentions clarity-flow / the ClarityKit design flow, in…
Pre-ingestion verification for epistemic quality in RAG systems.
Start, stop, or check the ClarityKit preview server for the CURRENT project (serves the project's diagram/prototype site over…
Configures and troubleshoots Clash Verge Rev chain proxies, multi-subscription front nodes, AI traffic routing, and fallback health checks…
Generates a Mermaid class diagram showing types, inheritance, and composition.
Maintain and migrate langchain-classic legacy chains, retrievers,
Guides classic CodeIgniter 2.x/3.x applications (the application/ directory, bcit-ci/CodeIgniter, no PHP namespaces) - a fundamentally…
Guides authentication and session security for classic CodeIgniter 2.x/3.x applications - session/cookie design, CSRF, and object-level…
Use when targeting Classical and Quantum Gravity (CQG) or deciding whether a gravitation, general relativity, cosmology, quantum gravity…
Classify GitHub PR review comments by severity and topic.
Use when the user wants to classify a commit or understand what kind of change a commit represents in the WebKit repository.
Use this skill when categorizing code review findings into severity levels.
Provides specialized prompt engineering patterns and optimization strategies tailored for Claude Opus 4.7 and legacy model architectures.
Operate professional paid advertising across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest…
This skill provides comprehensive knowledge for working with the Anthropic Claude Agent SDK.
Use when managing agent context, memory, and conversation state in Claude AI agents using the Agent SDK.
Use when managing agent context, memory, and conversation state in Claude AI agents using the Agent SDK.