Use when creating UI designs to avoid generic "AI slop" aesthetics. Enforces distinctive typography, cohesive color systems, purposeful motion, and atmospheric backgrounds.
Score 70/100
Find the best UI/UX design patterns and architectures using deep research. Use when user asks to "improve UI", "optimize UX", "best design for [feature]", or "modern UI patterns".
Score 70/100
Premium frontend design skills that override LLM defaults. Prevents generic 'AI-looking' UI. Enforces deterministic typography, calibrated color, asymmetric layouts, spring…
Score 70/100
Generates YAML frontmatter metadata (date/time, git commit, branch, repository) for workflow documentation. Use when creating research docs, plans, or work summaries.
Score 70/100
Predict metagenome functional content from 16S rRNA marker gene data using PICRUSt2. Infer KEGG, MetaCyc, and EC abundances from ASV tables.
Score 70/100
Profile functional potential of metagenomes using HUMAnN3 and similar tools. Use when obtaining pathway abundances, gene family counts, or functional annotations from metagenomic…
Score 70/100
Analyze university and research institution funding allocation systems including RCM revenue attribution, performance-based budgeting, faculty startup package management, F&A…
Score 70/100
Chief Financial and Operating Officer. Stability guardian. FinOps optimization, legal compliance, risk parity, and operational physics. Apex instance of the Humans 3.0 protocol.
Score 70/100
Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).
Score 70/100
Plan, implement, debug, and review real-time 3D game development work. Use when Codex is asked to build or improve 3D gameplay, cameras, controllers, physics interactions,…
Score 70/100
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
Score 70/100
Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript.
Score 70/100
Fixed timestep game loop with interpolation for frame-rate independent physics. Separates physics updates from rendering, prevents spiral of death, and supports hitstop/slow-mo…
Score 70/100
Analyze game code for performance bottlenecks including draw call batching and overdraw, shader complexity and LOD strategy, per-frame GC allocation pressure, object pooling gaps,…
Score 70/100
Run a full game QA audit on Unity, Unreal, Godot, or web game projects. Finds null reference bugs, missing asset references, broken scene transitions, physics edge cases, input…
Score 70/100
Build, debug, optimize, and review 3D browser games with Three.js. Use when Codex is asked about Three.js scenes, cameras, render loops, WebGLRenderer, asset loading, GLTF/GLB,…
Score 70/100
Manage multi-agent orchestrator for Claude Code. Use when user mentions gastown, gas town, gt commands, bd commands, convoys, polecats, crew, rigs, slinging work, multi-agent…
Score 70/100
Manage multi-agent orchestrator for Claude Code. Use when user mentions gastown, gas town, gt commands, bd commands, convoys, polecats, crew, rigs, slinging work, multi-agent…
Score 70/100
Normalization audit and self-evolving compliance agent. Scans SKILL.md files against the 16-item checklist, classifies violations, produces actionable fix snippets, and researches…
Score 70/100
Research and refresh the problem bank during /update-plugins. Surveys data/problems/*.yaml for coverage by category, identifies gaps against the NeetCode manifest counts, and…
Score 70/100
Expert skill for Gazebo Classic and Ignition/Gazebo Sim world creation and plugin development. Create SDF worlds with terrain, lighting, physics configuration, sensor models, and…
Score 70/100
Design simulation worlds using SDF with ground planes, models, physics configuration, and lighting
Score 70/100
Expert research tool for Google Calendar API implementations. PROACTIVELY use when (1) reviewing PRs adding calendar features, (2) planning new event/attendee/recurring event…
Score 70/100
Extract and calculate Glasgow Coma Scale (GCS) for ICU patients in MIMIC-IV. Use for neurological assessment, consciousness monitoring, or trauma severity scoring.
Score 70/100
Central authority for Gemini CLI Checkpointing. Covers git-based file snapshots, automatic state saving, /restore command, and rollback.
Score 70/100
Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market…
Score 70/100
Generate frontend code drafts using Gemini 3.1 Pro's one-shot UI generation. Use when building React components, HTML/CSS pages, SVG animations, or converting screenshots to code.
Score 70/100
Use when analyzing large codebases, comparing multiple files, or researching project-wide patterns that exceed typical context limits - leverages Gemini CLI's 1M token context…
Score 70/100
Invoke Gemini CLI as a partner AI developer for tasks benefiting from its 1M token context window or a second opinion.
Score 70/100
Delegates large-context code analysis to Gemini CLI. Use when analyzing codebases, tracing bugs across files, reviewing architecture, or performing security audits.
Score 70/100
PROACTIVELY consult Gemini CLI for research, large codebase comprehension, and multimodal data processing.
Score 70/100
Perform gene set enrichment analysis using AI research providers. Analyzes lists of genes to identify biological themes, pathways, and functional associations.
Score 70/100
Conducts systematic internet research through strategic questioning and multi-source analysis. Gathers information from web sources (not codebase), cross-references claims across…
Score 70/100
General-purpose agent for researching complex questions and executing multi-step tasks. Versatile problem-solver that combines research capabilities, analytical thinking, and…
Score 70/100
Generate a markdown summary report from candidate_profile.csv with statistics and insights
Score 70/100
Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and…
Score 70/100
Generate comprehensive philosophy and standards documents for any domain (UX design, landing pages, email outbound, API design, etc.).
Score 70/100
Generates complete phenotype-scoring bioinformatics research designs for any disease context and any user-defined phenotype, pathway, process, signature, or molecular program.
Score 70/100
End-to-end genome assembly workflow from reads to polished assembly with QC. Supports short reads (SPAdes), long reads (Flye), and hybrid approaches.
Score 70/100
Generate genome browser visualizations using pyGenomeTracks or IGV batch scripting for publication figures.
Score 70/100
Create genome browser-style visualizations showing multiple data tracks (coverage, peaks, genes) using pyGenomeTracks, Gviz, and IGV.
Score 70/100
Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains.
Score 70/100
Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review.
Score 70/100
Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review.
Score 70/100
Examines git diffs between commits or branches with intelligent analysis. Provides unified diff format with comprehensive summaries including file statistics, rename detection,…
Score 70/100
Office-hours launch and distribution help for events, projects, publications, startups, and weird campus experiments.
Score 70/100
Bengio's GFlowNets: Generative Flow Networks that sample proportionally to reward. Diversity over maximization for causal discovery and molecule design.
Score 70/100
Generate user demand research reports from real user feedback. Scrape and analyze feature requests, complaints, and questions from Reddit, X, GitHub, YouTube, and LinkedIn.
Score 70/100
Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures, enrichment analysis.
Score 70/100
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold, ARCHS4, Enrichr,…
Score 70/100
Search GitHub for real-world code examples and implementation patterns. Use when user wants to find code examples on GitHub, search GitHub repositories, discover how others…
Score 70/100
Create spatial visualizations and geographic analyses for historical and cultural research questions using QGIS/ArcGIS
Score 70/100
Use when selecting or reviewing a Git branching strategy for a Salesforce project — choosing between trunk-based development, GitFlow, or environment branching, and mapping…
Score 70/100
Execute git commit with conventional commit message analysis, intelligent staging, and message generation.
Score 70/100
Setup and troubleshoot GitHub Actions workflows using anthropics/claude-code-action for automated PR reviews.
Score 70/100
Analyzes GitHub repository data to generate comprehensive research reports about stars, popularity trends, and comparative insights
Score 70/100
Help address review/issue comments on the open GitLab MR for the current branch using glab CLI. Use when the user wants help addressing review/issue comments on an open GitLab MR
Score 70/100
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Manages GitLab branches. Use for listing, creating, deleting, or querying branches in projects. Triggers: branch operations, git branching.
Score 70/100
Configures GitLab CI/CD pipelines using .gitlab-ci.yml with Auto DevOps templates, includes, and the GitLab Container Registry.
Score 70/100