End-to-end workflow for detecting structural variants from long-read sequencing data. Covers ONT/PacBio alignment with minimap2 and SV calling with Sniffles or cuteSV. Use when detecting structural variants from long reads.

Search Mathlib for lemmas by type signature pattern

Search for Lean 4 and Mathlib theorems, lemmas, and definitions by type signature, name, or subexpression pattern. Use when the user asks to find a theorem, look up a Lean definition, search for lemmas, or needs help discovering Mathlib functions.

Expert-level Looker BI, LookML, explores, dimensions, measures, dashboards, and data modeling

AI music generation with ACE-Step 1.5 — background music, vocal tracks, covers, stem extraction, audio repainting, and continuation for video production. Use when generating music, soundtracks, jingles, or working with audio stems. Triggers include background music, soundtrack, jingle, music generation, stem extraction, cover, style transfer, repaint, continuation, or musical composition tasks.

(Kitchen Sink) Process a YouTube video with all features (summary, Q&A, infographic, audio, and video).

'Sub-skill of nextflow-pipelines: Attribution.'

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Install or uninstall the worktree-and-PR git workflow rule into a project. Triggers on 'install worktree rule', 'add worktree rule', or /install-worktree-rule.

Yapılandırılmış süreç, kalite kontrolleri ve sistem entegrasyonu ile bir destek metrikleri gösterge panelini analiz et ve üret

A markdown table comparing actual prod runtimes (avg of last N successful runs) to an optional expected runtime, with min/max and a variance flag. Use it to:

Activates when writing code against upstream contracts. Ensures implementation stays within module boundaries and escalates design gaps instead of silently fixing them.

Alias router for the design phase skill in LocusQ. Use when user references `skill_design` explicitly or requests UI/interface design work.

Gebruik deze skill wanneer de gebruiker hulp nodig heeft bij het ontwerpen of verbeteren van software of webapplicaties — van probleemdefiniëring tot interactieontwerp en visuele uitwerking. Activeer bij verzoeken zoals 'ontwerp een nieuwe pagina of flow', 'hoe moet dit werken voor de gebruiker', 'maak dit component of scherm beter', 'ik heb een formulier/dashboard/checkout nodig voor X', 'deze interface voelt niet goed', 'kun je dit herontwerpen', 'help me met de UX hiervan', of 'welke schermen heb ik nodig voor dit proces'. Gebruik ook wanneer de gebruiker code, een screenshot of een beschrijving deelt en vraagt om UX- of UI-verbeteringen — zelfs als ze het woord 'ontwerp' niet gebruiken. Twijfel je? Als het verzoek gaat over hoe een gebruiker iets ervaart, begrijpt of afrondt, gebruik dan deze skill.

notes-processor

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Submit the deployed Cloud Run /solve endpoint to the NM i AI challenge platform via Playwright.

Loaded from ECC plugin. Invoke via /skill coding-standards.

NeuroScript standard library catalog. Lists all primitive and composite neurons with signatures, shapes, parameters, and categories. Use when looking up available neurons, checking signatures, or finding which neuron to use.

Knowledge about pyecharts chart creation, HTML report generation, and visualization best practices

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When this skill is invoked, follow these steps **in order**:

Créer des graphiques et visualisations. Utiliser quand on implémente Recharts ou D3 dans le frontend.

Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.

Use this skill any time the user wants to work with Sandstorm agent stacks. This includes: creating, spinning up, or starting stacks; dispatching tasks or work to an inner Claude agent in a stack; checking stack status, task progress, or whether a task is done; viewing diffs, changes, or task output from a stack; pushing or publishing code changes from a stack to git; tearing down, cleaning up, or removing stacks; viewing container logs. Trigger whenever the user mentions 'stack' with a number or ID (like 'stack 1', 'stack 2', 'stack 3'), says 'sandstorm', refers to an 'isolated environment' for development, or asks to send work to an agent. Also trigger for multi-stack operations and any reference to agent workspaces. Do NOT trigger for general Docker, docker-compose authoring, CI/CD pipelines, or direct code editing unrelated to stacks.

Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.

Interact with the Theodo Blueprints registry — a platform for publishing, discovering, and downloading annotated code patterns.

Validate historical data completeness and quality over date ranges

Transform project requirements into concrete architectural decisions with proper ADR documentation.

Extract extreme response values with linked statistics from OrcaFlex

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Streamlit portal design and implementation for GeoSupply — admin dashboard, supply chain risk maps, cost visualization, agent health monitoring, override management, and end-user intelligence portal.

Use when adding a full-stack analytics/usage-tracking feature to a FastAPI + React project. Provides backend models, middleware, aggregation service, API routes, and a polished enterprise-grade React dashboard with charts, KPI cards, and user activity tables.

Team capacity = (# engineers) × (days in sprint) × (focus factor 0.6-0.8)

SEO and AEO (Answer Engine Optimization) best practices including EEAT principles, structured data, and technical SEO. Use when implementing metadata, sitemaps, structured data, or optimizing content for search engines and AI assistants.

Unpack a ZIP archive, inventory its files, run the corresponding child grounding skill for each supported child file, and then write a real archive-level grounded.md.

[Bot developer] Handles inline keyboard button presses and provides user feedback via answerCallbackQuery. Use when processing callback queries, answering button clicks, or updating messages after inline button interaction.

GPU-based particle systems using instanced rendering, buffer attributes, Points geometry, and custom shaders. Use when rendering thousands to millions of particles efficiently, creating particle effects like snow, rain, stars, or abstract visualizations.

apps/dashboard src layout — hooks (api vs controllers), stores, lib, product form.

Guidance for `effect/Optic` focused on APIs like getAll, failure, and makeIso. Load after `effect-skill-router` when this module is the primary owner.

Guidance for `effect/Context` focused on APIs like get, make, and empty. Load after `effect-skill-router` when this module is the primary owner.

Systematically explore and deeply understand an entire codebase — its structure, architecture, data flow, models, training pipelines, and utilities. Use ONLY when the user manually invokes this skill via /skill-understand-codebase. After exploration, the agent is ready to modify code, build features, explain functionality, or answer questions about the codebase.

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Clerk Organizations for B2B SaaS - create multi-tenant apps with org switching, role-based access, verified domains, and enterprise SSO. Use for team workspaces, RBAC, org-based routing, member management.

Use 0G Compute Network for decentralized AI inference, fine-tuning, and GPU computing. Use when building AI apps, running LLMs, or integrating GPU compute.

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Загрузка конфигурации 1С из XML-файлов. Используй когда пользователь просит загрузить конфигурацию из файлов, XML, исходников, LoadConfigFromFiles

Comprehensive design guide for web and mobile applications. Contains 67 styles, 161 color palettes, 57 font pairings, 99 UX guidelines, and 25 chart types across 16 technology stacks.

Ingest KUKA PDFs (manuals, application notes, training material, error code refs) from kuka_dataset/raw_sources/ into normalized knowledge entries under kuka_dataset/normalized/. Use when new PDFs are added or when re-ingesting after schema updates.

Guides creation of distinctive, production-grade web UIs (components, pages, apps) with strong typography, motion, and layout—avoiding generic AI aesthetics. Use when building or redesigning frontend interfaces, landing pages, dashboards, or when the user asks for polished, memorable design in React, Vue, HTML/CSS, or Next.js.