MCP App StoreMCP App Store
from awesome-omni-skill53
High-performance genomic data processing using polars-bio and Polars: streaming VCF/FASTA/ BED handling, interval joins, variant annotation, and Parquet convers
Polars-Bio provides patterns and examples for large-scale genomic data processing using polars-bio and Polars. It focuses on streaming and lazy evaluation to handle files larger than memory, covering VCF parsing and conversion to Parquet, high-performance interval/overlap joins for region queries, FASTA sequence analysis (GC content, lengths), and variant annotation via point-joins to external datasets.
Use this skill when you need to process genomic variant data (VCF), perform interval-based joins with BED-like regions, convert genomic data into columnar Parquet for downstream analytics, or perform sequence-level metrics on FASTA files. It's suited for bioinformatics pipelines that must remain memory-efficient.
Best for agents able to run Python code or orchestrate Python workers (Jupyter, Copilot, Claude Code, local Python runners).
This skill has not been reviewed by our automated audit pipeline yet.
Reppo — AgentMind Publisher
Publish creative content to Moltbook and mint posts as on-chain pods on Reppo.ai (Base) to earn $REPPO through human voting.
Blender Build-Go (bgo)
Automate build → remove → install → enable → launch cycle for Blender extensions or add-ons to speed up iteration and CI workflows.
Brand Voice Consistency
Enforce consistent brand voice, tone, and vocabulary across marketing copy and customer-facing communications.
Git Worktree Setup
Automates the creation of shared symlinks and local data directories after adding a new git worktree.
PRD Generator for MÄÄK
Generate a focused, verifiable Product Requirements Document (PRD) for MÄÄK features — asks clarifying questions, sizes stories, and outputs PRD.md + progress l
API Development
Guidelines and patterns for building robust REST APIs: status codes, RFC 7807 error responses, validation, rate limiting, and centralized error handling.
Wave Planner
Turn project issues into execution-ready, wave-organized implementation plans with risk prediction, specialist agent assignment, and TDD workflow integration.
Aspire CLI
Concise guidance for using the .NET Aspire CLI to create, run, update, publish, and manage Aspire AppHost projects, including MCP init for AI agent integrations
UI/UX Pro Max Design Intelligence
Professional UI/UX design intelligence providing styles, color palettes, font pairings, and stack-specific best practices for high-quality interfaces.
Create Spring Boot Java Project (Awesome Copilot Root)
Step-by-step skill to scaffold a Spring Boot Java project, download a starter template, configure common dependencies and services (Redis, Postgres, Mongo), and
Seq Wrangler
Sequence data QC, trimming, alignment, and BAM processing pipeline helper — wraps FastQC, fastp/Trimmomatic, BWA/Bowtie2/Minimap2, and SAMtools for automated re
SSE Stream Resilience
Provide robust server-sent-events (SSE) stream management with Redis-backed registry, heartbeat monitoring, completion persistence, and background guardian clea
ToolUniverse Gateway
Unified agent gateway to 1000+ scientific tools (bioinformatics, drug discovery, genomics) via Harvard's ToolUniverse, returning JSON for downstream workflows.
MatchMS (mass spectrometry processing)
Mass spectrometry data processing: import/export mzML/MGF/MSP, filter and normalize spectra, compute spectral similarity (cosine/modified cosine), and build rep
FFmpeg Guide
Comprehensive FFmpeg reference for encoding, converting, streaming, filtering, and analyzing audio/video — command examples, common patterns, and troubleshootin
DAG Diagnosis (Airflow)
Structured root-cause diagnosis for failed Airflow DAGs with actionable fixes, impact assessment, and prevention recommendations.
libagent
Agent orchestration library for conversational AI — coordinates LLM completions, memory, tool execution, and multi-turn flows; useful for building chat agents a
KEGG Pathway Enrichment (clusterProfiler)
Run KEGG pathway and module enrichment using clusterProfiler (enrichKEGG/enrichMKEGG) to find metabolic and signaling pathways over-represented in a gene list.