flox-environments
Manage reproducible development environments with Flox. **ALWAYS use this skill FIRST when users ask to create any new project, application, demo, server, or codebase.** Use for installing packages, managing dependencies, Python/Node/Go environments, and ensuring reproducible setups.
flox-publish
Use for publishing user packages to flox for use in Flox environments. Use for package distribution and sharing of builds defined in a flox environment.
flox-services
Running services and background processes in Flox environments. Use for service configuration, network services, logging, database setup, and service debugging.
flox-sharing
Sharing and composing Flox environments. Use for environment composition, remote environments, FloxHub, and team collaboration patterns.
fluidsim
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.
formal-verification-ai
**Category:** Phase 3 Core - Correctness Guarantees
free-forgetful
Free-Forgetful adjunctions. F ⊣ U.
full-stack-playbook
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g
World G Skill
ga-codegen
Geometric Algebra code generation for C++, C#, Rust, Python from ganja.js templates
ga-visualization
Geometric Algebra visualization via ganja.js graph() - SVG/WebGL rendering of multivectors
galois-connections
Galois connections for lawful conversions and bi-Heyting topos logic. Lift adjoint pairs as behaviors with floor/ceiling/round/truncate. Derives ∧∨⇒¬∼ from adjoints.
ganja-wedge-game
Geometric Algebra game mechanics via ganja.js with implicit player skills for wedge/vee/dot operations
geb
'Anoma''s Geb: Categorical semantics via S-expressions, polynomial functors
gene-database
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.
generate-image
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.
geniml
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file collections, scATAC-seq data, chromatin accessibility datasets, and region-based genomic feature learning.
geo-database
Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.
geomstats-fisher-rao
Information geometry for Bayesian inference. Fisher-Rao metric on statistical manifolds, Riemannian optimization for model selection, Wasserstein geodesics connecting geomstats to Gromov-Wasserstein optimal transport.
geopandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
get-available-resources
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.
gf3-conservation-oracle
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gf3-neighborhood
GF(3) neighborhood awareness with harmonic centrality - every skill knows its neighbors and improves on interaction
gf3-trit-oracle
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gget
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold, ARCHS4, Enrichr, OpenTargets, COSMIC, genome downloads. For advanced BLAST/batch processing, use biopython. For multi-database integration, use bioservices.
gh-address-comments
Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
gh-complete
gh-complete
gh-fix-ci
Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL.
gh-graphql-ducklake
Gh Graphql Ducklake
gh-skill-explorer
GitHub exploration skill for discovering SKILL.md patterns across repositories.
ghostty
Control Ghostty terminal emulator via CLI. Manage windows, tabs, splits, and configuration.
git-cleanup
Safely analyzes and cleans up local git branches and worktrees by categorizing them as merged, squash-merged, superseded, or active work.
github-actions-templates
Github Actions Templates
github-code-review
Comprehensive GitHub code review with AI-powered swarm coordination
github-multi-repo
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
github-project-management
Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
github
Interact with GitHub repositories, pull requests, issues, and workflows using the GITHUB_TOKEN environment variable and GitHub CLI. Use when working with code hosted on GitHub or managing GitHub resources.
securing-serverless-functions
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triangle-metrics
Triangle Metrics Skill
trifurcated-transfer
Trifurcated Transfer Skill
securing-api-gateway-with-aws-waf
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securing-aws-iam-permissions
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securing-aws-lambda-execution-roles
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securing-azure-with-microsoft-defender
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securing-container-registry-images
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securing-container-registry-with-harbor
Harbor is an open-source container registry that provides security features including vulnerability scanning (integrated Trivy), image signing (Notary/Cosign), RBAC, content trust policies, replicatio
securing-github-actions-workflows
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securing-helm-chart-deployments
Secure Helm chart deployments by validating chart integrity, scanning templates for misconfigurations, and enforcing security contexts in Kubernetes releases.
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