Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library. — from bg-szy/TOP-SKILLS
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and — from…
When the user wants to add, optimize, or audit a top announcement bar or sticky banner. Also use when the user mentions "announcement bar," "top banner," "sticky bar," "promo…
Quality control for long-read sequencing data using NanoPlot, NanoStat, and chopper. Generate QC reports, filter reads by length and quality, and visualize read character — from…
Generate comprehensive disease research reports using 100+ ToolUniverse tools. Creates a detailed markdown report file and progressively updates it with findings from 10 research…
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization.
Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering. — from bg-szy/TOP-SKILLS
When the user wants to choose or execute third-party platform SEO (high-authority sites for rankings or backlinks).
Call protein-RNA binding sites from CLIP-seq BAM with CLIPper, PureCLIP, Skipper, Piranha, omniCLIP, CTK, CLAM, or Paraclu.
When the user wants to create, optimize, or audit resources page or content hub. Also use when the user mentions "resources page," "resource center," "content hub," "learning…
Generate and publish a project status artifact — an opinionated, tabbed status page for a project too big for one update (overview & success criteria, the workstream sequence,…
Generate AI music on RunComfy via the `runcomfy` CLI. Routes across the music-model catalog to ElevenLabs AI Music Generation (premium 44.1 kHz stereo vocal tracks, 5 s–5 min) and…
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization.
Onchain OS onboarding and guide hub for first-time use, product introductions, OKX.AI, and customer-support intents.
Analyze meeting transcripts to extract decisions, action items, blockers, sentiment, and generate follow-up emails.
Use when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage, and OOXML package integrity.
Vite 8.0.10 build tooling — HMR, fast builds, plugins, and optimized production assets. Use when configuring Vite, setting up React/Vue projects with Vite, or optimizing frontend…
Generate AI images with GPT-Image-2, FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI.
Reconstruct cell lineage trees from CRISPR barcode tracing or mitochondrial mutations. Use when studying clonal dynamics, cell fate decisions, or developmental trajectori — from…
Discover novel miRNAs and quantify known miRNAs using miRDeep2 de novo prediction from small RNA-seq data.
Infer orthologous genes and gene families across species using OrthoFinder3 (HOG-based phylogenetic orthology), SonicParanoid2, Broccoli, ProteinOrtho, OMA / FastOMA hier — from…
Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review.
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Use when you have a written implementation plan to execute in a separate session with review checkpoints — from bg-szy/TOP-SKILLS
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and — from…
Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video.
Create AI-powered social media content for TikTok, Instagram, YouTube, Twitter/X. Generate: images, videos, reels, shorts, thumbnails, captions, hashtags.
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files — from bg-szy/TOP-SKILLS
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminforma — from…
End-to-end genome annotation pipeline from assembled contigs to functional annotation, covering repeat masking, gene prediction, and functional assignment for both prokaryotic and…
Visualize differential expression results using DESeq2/edgeR built-in functions. Covers plotMA, plotDispEsts, plotCounts, plotBCV, sample distance heatmaps, and p-value…
Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements.
Complete code review workflow for both requesting and receiving reviews. Use when creating PRs, reviewing code, or responding to feedback.
Test whether two traits share a causal variant at a genomic locus using Bayesian colocalization with coloc.
Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance.
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or simila — from…
WordPress Playground for instant browser-based WordPress testing. Use for quick demos, plugin testing, or ephemeral development environments without Docker.
Use when Codex, Hermes, OpenClaw, Claude Code, Cowork, or another AI agent needs to plan, review, implement, audit, or improve email work focused on campaign briefs, audi — from…
Adapt an English-language SaaS product for a China market launch with evidence-safe positioning, Chinese landing-page copy, channel-fit recommendations, WeChat content, optional…
Trauma-informed AI moderator for addiction recovery communities. Applies harm reduction principles, honors 12-step traditions, distinguishes healthy conflict from abuse, detects…
Configure timezone for Kubernetes pods using TZ environment variable. Use when deploying workloads that need Brazil/São Paulo timezone or when logs show UTC (+0000) instead of…
Publication-quality visualizations for biomedical and genomics data. Use when creating volcano plots, heatmaps, UMAP plots, dot plots, survival curves, forest plots, or…
Generates, normalizes, and converts bedGraph signal tracks (4-column chrom/start/end/value, 0-based half-open) with bedtools genomecov, deepTools…
Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference sequences or reconstructi — from…
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation.
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postg — from…
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc.
Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user…
Techniques for analyzing existing codebases to reverse-engineer requirements and understand business logic.
Search ClinicalTrials.gov with natural language queries. Find clinical trials, enrollment, and outcomes using Valyu semantic search.
Detect and analyze adverse drug event signals using FDA FAERS data, drug labels, disproportionality analysis (PRR, ROR, IC), and biomedical evidence.
Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract.
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies.
Give the AI agent its own EVM wallet with admin-controlled policies the agent CANNOT bypass even under prompt injection.
Cell segmentation from multiplexed tissue images. Covers deep learning (Cellpose, Mesmer) and classical approaches for nuclear and whole-cell segmentation.
Biomedical OS Core & MCP Server
Edit existing video on RunComfy — this skill is a smart router that matches the user's intent to the right edit model in the RunComfy catalog.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with — from…
This skill should be used when the user asks to "build a dashboard", "create a video analysis dashboard", "generate content analysis", "run topic analysis on transcripts",…