MCP App StoreMCP App Store
from claude-code-templates28,212
Generate publication-quality scientific diagrams via AI with iterative quality review and smart regeneration for journal, conference, poster, and presentation o
Generates publication-ready scientific schematics (flowcharts, neural network architectures, biological pathways, circuits, system diagrams) using an AI generation + review loop. The skill leverages Nano Banana Pro for image generation and Gemini 3 Pro for quality scoring, applying smart iteration so images are only regenerated when quality falls below document-type thresholds. Outputs include versioned images and detailed review logs.
Use this skill when you need high-quality figures for papers, posters, presentations, or reports—especially when time-saving automated layout, labeling, and accessibility (colorblind-safe palettes, typography) matter. Good for researchers preparing manuscripts, presenters building figures, and developers automating diagram creation.
Works with agent environments that can call external AI image generation services and shell scripts (Claude Code, CLI-driven agent runtimes, Python-capable agents).
Skill generates scientific diagrams via OpenRouter API (Nano Banana Pro for image gen, Gemini 3 Pro for quality review) with smart iterative refinement. Scripts are well-structured Python with argparse, type hints, and a clean class-based design. Both scripts require mandatory args (prompt, -o) and failed without them as expected — no crashes. Requires OPENROUTER_API_KEY and paid API calls to function. SKILL.md is overly long and monolithic, mixing examples, troubleshooting, and checklists that should be in references/.
No security concerns beyond normal API usage. The HTTP-Referer header leaks project info (github.com/scientific-writer). Scripts use subprocess.run with list args (safe, no shell injection). API key handled via env var/CLI flag, never hardcoded. The skill is functional but niche and requires paid external services.
Writing Hookify Rules
Guides creating Hookify rule files (.claude/hookify.*.local.md) to detect patterns (dangerous commands, secrets, debug logs) and show warnings or block actions.
BRENDA Database Client
Access the BRENDA enzyme database via SOAP API to retrieve kinetic parameters, reactions, organism data, and substrate-specific enzyme information.
Hook Development for Claude Code Plugins
Guidance and patterns for creating event-driven hooks (PreToolUse, PostToolUse, Stop, SessionStart, etc.) for Claude Code plugins and projects.
ChEMBL Database Explorer
Query ChEMBL programmatically to retrieve bioactive molecule data, bioactivity measurements, targets, and perform similarity/substructure searches for drug disc
Coding Standards & Best Practices
Opinionated, language-agnostic coding standards and best practices focused on TypeScript/JavaScript/React to improve readability, safety, and maintainability.
React State Management
Practical guide to choosing and implementing modern React state solutions (Redux Toolkit, Zustand, Jotai, React Query) for local, global, and server state.
Game Design Principles
Practical game design guidance: core loop, GDD structure, player psychology, balancing, and progression patterns for prototyping and documenting games.
RWKV Architecture
Provides guidance and workflows for RWKV, a Transformer+RNN hybrid that enables linear-time inference and effectively unlimited context for long-sequence and st
Zapier & Make Patterns
Guidance and patterns for building reliable no-code automations in Zapier and Make, with anti-patterns and failure modes to avoid.
LangGraph
Guides building production-grade, stateful agent graphs with LangGraph: state, reducers, routing, persistence, and human-in-the-loop patterns for robust multi-n
Colorize (Strategic UI Color)
Introduce purposeful color into monochromatic or dull interfaces to improve hierarchy, meaning, and emotional warmth while preserving accessibility.
OpenTestAI
Automated, high-confidence AI testing: bug detection, persona feedback, and prioritized test-case generation using many specialized tester profiles.
Plotly (Interactive Python Visualizations)
Interactive Python visualization skill for building hoverable, zoomable, and embeddable charts (Plotly Express + Graph Objects) for EDA, dashboards, and present
Cognitive Accessibility Specialist
Audits content, forms and authentication flows for cognitive accessibility (WCAG 2.2 / COGA) and gives prioritized remediation and plain-language guidance.
Manim Idea to Export
Turn plain-language concepts into production-ready ManimCE scene blueprints, runnable code, preview renders, and final export commands for video assets.
PPT as Code
Creator-first workflow to plan and build HTML-first presentations with staged modes (quick/basic/advanced), optional PPTX export, and clear QA and image plannin
Agent Browser — Core
Core usage guide for agent-browser: snapshot-and-ref browser automation to navigate pages, interact with elements, extract data, take screenshots, manage sessio
React Development Expert
Provides authoritative React guidance on hooks, state patterns, Server Components, performance optimization, and common architectural patterns.
