Detailed execution logic for the executing-plans skill

Use when creating files, implementing features, or executing development tasks - guides shannon do command usage, dashboard integration, caching behavior, when to use vs shannon exec or shannon analyze

Эксперт executive dashboards. Используй для KPI визуализации, business intelligence и reporting.

Executor package architecture for ChainGraph flow execution engine. Use when working on packages/chaingraph-executor, execution services, DBOS workflows, event bus, task queues, tRPC routes, or execution-related database operations. Triggers: executor, execution, service, worker, queue, event bus, dbos, workflow, tRPC execution, execution-api, execution-worker.

Explain data flows, features, and code paths in the varun.surf application with visual diagrams and step-by-step breakdowns

This skill analyzes the structure of connections in the knowledge base to surface insights.

Forgetful stores knowledge as an interconnected graph: memories link to other memories, entities link to memories, and entities relate to each other. Deep exploration reveals context that simple queri

Technical implementation guide for Maximum Expressive M3 Typography. Contains code patterns for Variable Font axis manipulation (`GRAD`, `WONK`, `wdth`), COLRv1 palette switching, and Framer Motion typographic animations.

extended

Analyze imports and identify all module dependencies. Use when mapping project structure.

extracting-dss-results

Fairness assessment skill using Fairlearn for bias detection, mitigation, and compliance reporting.

Transform your outdoor space into a beautiful, functional landscape with expert plant knowledge and design principles.

Complete styling guide for women's fashion boutique theme. Apply phase by phase for complete restyling. Modern editorial aesthetic with elegant typography, geometric accents, and sophisticated animations. (project)

End-to-end DNA sequencing workflow from FASTQ files to variant calls. Covers QC, alignment with BWA, BAM processing, and variant calling with bcftools or GATK HaplotypeCaller. Use when calling variants from raw sequencing reads.

Design UI graphs that remain resilient to partial failures and unstable dependencies.

Visualize datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when users want to explore dataset structure, find clusters in images, identify outliers, color samples by class or metadata, or understand data distribution. Requires FiftyOne MCP server with @voxel51/brain plugin installed.

fiftyone

Use para criar páginas, widgets e resources no Filament focados em decisão, nunca em avaliação subjetiva.

finance-charts

Use when designing animations for banking apps, payment systems, investment platforms, or financial dashboards

Use when interpreting company-level enrichment data to segment accounts, spot buying triggers, and tailor outreach.

Use when working on a GitHub issue - fetches issue details, analyzes codebase, implements fix following project methodology

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Navigate Flow projects with dashboard-first pattern. Use when user asks about status, current work, what's next, or project progress. Read-only skill.

Trace data flow across files from source to sink. Use for cross-file taint analysis, understanding how user input reaches dangerous sinks, and documenting vulnerability paths.

Provides reference documentation and examples for all of the available Flowbite TailwindCSS HTML UI Components plus the related Typography and Forms plugins.

flux-gitops

GitOps continuous delivery toolkit for Kubernetes with Flux CD. Use when implementing GitOps workflows, declarative deployments, Helm chart automation, Kustomize overlays, image update automation, multi-tenancy, or Git-based continuous delivery. Triggers: flux, fluxcd, gitops, kustomization, helmrelease, gitrepository, helmrepository, imagerepository, imagepolicy, image automation, source controller, continuous delivery, kubernetes deployment automation, helm automation, kustomize automation, git sync, declarative deployment.

Deploy and manage globally distributed apps on Fly.io

Recommend font combinations for different use cases. Provide Google Fonts alternatives to premium fonts with hierarchy examples.

Reference for selecting distinctive typography. Includes font recommendations by vibe, category, archetype, and pairing guidelines for Next.js projects.

Monitoring and optimizing how quickly data flows through pipelines and ensuring it meets timeliness requirements.

Frontend package architecture for ChainGraph visual flow editor. Use when working on apps/chaingraph-frontend, React components, Effector stores, XYFlow integration, UI components, providers, or hooks. Covers directory structure, domain organization, provider hierarchy, component patterns. Triggers: frontend, react, component, provider, hook, ui, sidebar, flow editor, chaingraph-frontend, vite, tailwind.

Framework-agnostic CSS patterns for typography, color, motion, and spatial composition.

Write and maintain CSS using consistent methodology (Tailwind, BEM, CSS modules, utility classes) while following the project's design system and avoiding framework overrides. Use this skill when writing CSS styles, applying CSS classes, working with CSS frameworks, or implementing visual designs. When editing CSS files (`.css`, `.scss`, `.sass`), applying Tailwind utility classes, using CSS modules, or styling components. When maintaining design tokens, creating design systems, or ensuring visual consistency. When working with colors, spacing, typography, or any visual styling in stylesheets or component files.

Fix generic HTML/CSS designs by applying aesthetic upgrades across the 5 design dimensions (typography, color, motion, spatial composition, backgrounds)

Fix generic React component designs by applying aesthetic upgrades across the 5 design dimensions (typography, color, motion, spatial composition, backgrounds)

Fix generic Svelte component designs by applying aesthetic upgrades across the 5 design dimensions (typography, color, motion, spatial composition, backgrounds)

Fix generic Vue component designs by applying aesthetic upgrades across the 5 design dimensions (typography, color, motion, spatial composition, backgrounds)

Create distinctive, production-grade Svelte/TypeScript frontends with exceptional design quality

Frontend UI/UX work with Gemini CLI in --yolo mode. Use when (1) modifying visual/styling elements in frontend files (.tsx, .jsx, .vue, .svelte, .css), (2) implementing UI components, (3) adjusting layout, colors, spacing, typography, or animations, (4) creating responsive designs, or (5) any frontend task involving how things LOOK rather than how they WORK.

frontend-nextjs-app-router

Garante padrões consistentes de views Blade no Easy Budget (Dashboard, Index, Create, Edit, Show).

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Guidance for building fullstack apps with Vite (React + TypeScript) frontend and FastAPI backend. Use when demos need a web UI beyond what Streamlit provides.

Comprehensive Fully Kiosk Browser management for Android tablets and kiosk devices. Control screen, brightness, URLs, screensavers, TTS, media playback. Manage device fleets via REST API, MQTT, Fully Cloud. Integrate with Home Assistant. Configure kiosk mode, motion detection, remote admin. Supports Fire tablets, Android tablets, wall panels. Use for dashboards, digital signage, locked kiosks.

Instrument C/C++ with -finstrument-functions for execution tracing and Perfetto visualization