Build CLI scripts alongside MCP servers for terminal environments.
Use this skill when the user wants to create a new MCP (Model Context Protocol) server.
Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources.
Designs or reviews MCP servers so AI agents can use them reliably: outcome-oriented tools, flat constrained parameters, actionable errors…
This skill activates when Claude recognizes MCP capability gaps during conversation.
Generate JSON Schema definitions for MCP tool input parameters.
Deploy and connect a scoped MCPX VPS workspace to ChatGPT through a Secure MCP Tunnel, with confirmation-gated browser setup and…
Convert Markdown to WeChat Official Account HTML.
Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve…
Logs meals (from photos or text descriptions) into a personal nutrition log with estimated calories and macros, and gives tailored…
Data-integrity rules for measurement acquisition — NaN discipline (pre-allocated buffers, per-channel consecutive-failure thresholds…
Use when triaging a study before any writing — stress-tests whether it clears Molecular Cell's bar (a deep molecular mechanism proven by…
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
Combines GIFs and videos into composite tutorials with vertical or grid layouts via ffmpeg.
Builds and opens a filterable HTML gallery of saved social cards.
Design a media deconstruction protocol analysing persuasion, bias, or representation in media texts.
Let a non-technical owner replace photos on a site — resized in the browser, uploaded to object storage, never committed to the repository.
Generates Mediator pattern for PHP 8.4. Creates coordination layer for complex component interactions with event dispatching…
Use when the user wants to understand, research, or navigate a medical issue — new diagnosis, chronic condition, treatment evaluation…
Autonomously fulfill a detected medication supply-risk case - check real pharmacy inventory, reorder automatically if stock allows it, or…