Agent skills for Claude Code

Automatically discover MCP (Model Context Protocol) skills when building MCP servers, designing tools, implementing resources/prompts, or…

Build docs/mcp-tools.md from the active MCP servers and available tool functions.

Configure HTTP/SSE transport for web-based MCP servers with proper endpoints, authentication, and CORS.

Use when exploring hyperparameter combinations for ML models, when doing Top-1% push on Kaggle, when grid search is too expensive, or when…

Fetch markdown snapshots from websites into the local repository using Cloudflare Markdown for Agents, with robust HTML-to-markdown…

Plan weekly meals interactively and generate combined shopping lists.

Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation.

Use for measurement rigor in 《南开管理评论》 (Nankai Business Review) survey studies — reliability (Cronbach's α, composite reliability)…

Use when the economic mechanism, analytical model, or predictions are the bottleneck for a The Accounting Review (TAR) manuscript…

Media and podcast outreach personalizer — takes a story angle and target journalist or host list and produces personalized pitch emails…

Transforms videos, podcasts, and recordings into evidence-backed, visually structured digest reports with automated transcription and…

Define and evaluate evidence contracts for supplied media-source and asset records.

Design a media deconstruction protocol analysing persuasion, bias, or representation in media texts.

Build and debug multi-stage AI media pipelines.

Prepare launch assets, cover picks, SEO packs, and publishing material through the Media Post plugin.

Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick…

Automates news hotspot tracking, RSS monitoring, and editorial planning for professional media and content workflows.

Agent Media OS, the single skill for every media need in a HyperFrames project.

Generates Mediator pattern for PHP 8.4. Creates coordination layer for complex component interactions with event dispatching…

Write comprehensive literature reviews for medical imaging AI research.