Skill UI

Guides execution of Windsurf Core Workflow B to manage secondary use cases alongside the primary flow, covering setup, processing, completion, API outputs, and error handling so you can trigger it with intent-specific phrases.

Automates Zerobounce operations through Rube MCP and Composio guidance, covering tool discovery, connection validation, schema compliance, and execution workflows for dependable email-processing tasks.

Biopython provides Python APIs for sequence manipulation, database access, BLAST automation, structural bioinformatics, and phylogenetics, making it ideal for scripting custom pipelines and batch processing in computational molecular biology workflows.

Offers MATLAB and GNU Octave guidance for matrix math, data import/export, visualizations, statistics, signal processing, differential equations, and general scripting—helpful when writing or translating MATLAB/Octave code and running scripts under either interpreter.

PyOpenMS provides Python bindings for OpenMS to drive complete mass spectrometry workflows, covering data IO, spectral processing, feature/peptide-protein identification, quantitation, and metabolomics pipelines.

Apify Actorization is a process that transforms existing, standalone software or scripts (like CLI tools) into standardized, reusable serverless applications called Actors. Actors are packaged as Docker images, accepting structured JSON inputs and producing structured JSON outputs. This skill guides developers on migrating projects to the Apify platform, ensuring compatibility, and enabling scalable, event-driven data processing pipelines.

Quick fp-ts reference outlining how to use pipe for transforming specific values and flow for creating reusable transformation pipelines, with examples covering Option and Array utilities for chained data processing.

A comprehensive guide and methodology for identifying, measuring, and fixing performance bottlenecks across the entire stack. This skill covers optimizing database queries (e.g., N+1 problems, missing indexes), improving API efficiency (caching, parallel processing), and enhancing frontend performance (memoization, code splitting, image optimization). It emphasizes the critical 'Measure First' principle to ensure all optimizations are data-driven and effective.

Layer EffectComposer passes (bloom, DOF, FXAA/SMAA, SSAO, film grain, vignette, etc.) onto a Three.js render to polish the final image with screen-space shaders and color grading.

Provides a Perl-centric security checklist covering taint mode, strict input validation, safe regex, file/command handling, and DBI parameterization to harden web and CLI applications before processing untrusted data.

Automates enrichment of indicators of compromise with multi-source threat intelligence via SOAR playbooks or Python pipelines to speed SIEM alert triage and bulk IOC processing.

Guide to using Splunk Search Processing Language to craft correlation searches that aggregate logs, apply thresholds, detect anomalies, and enrich context so SOC analysts can spot brute-force, lateral movement, exfiltration, and other threats.