Master ASP.NET Core fundamentals including C#, project structure, routing, middleware, and basic API development. Essential skills for all ASP.NET Core developers.

Guidelines for ASP.NET Core web development covering API design, authentication, caching, and best practices

Implement speech-to-text (ASR/automatic speech recognition) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to transcribe audio files, convert speech to text, build voice input features, or process audio recordings. Supports base64 encoded audio files and returns accurate text transcriptions.

Combine all draft sections into final manuscript, apply formatting constraints, and generate reference list. Final step of writer workflow. Requires academic reviewer approval and all drafts/*.md files.

Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific scaffolding. Use as the capstone skill after running theming, layout, dashboard, data-viz, or feedback skills to wire components into working React/Next.js, Python, or Rust projects.

SystemVerilog Assertions (SVA) as executable specifications. Use when defining timing requirements, protocol specifications, or formal properties for RTL verification.

risk-assessment

Assess a codebase for patterns, anti-patterns, and quality opportunities; use when asked to generate coding rules, standards, or quality guidelines.

Analyze branch changes for release readiness, identifying concerns and special instructions.

Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical assessment resisting relationship and economic pressures

Generate rigorous certification exams by extracting concepts FIRST, then building scenario-based questions from the concept map.

Creates assessments with varied question types (MCQ, code-completion, debugging, projects) aligned to learning objectives. Use when educators design quizzes/exams, need questions at appropriate Bloom's cognitive levels, want balanced cognitive distribution (60%+ non-recall), or require rubrics for open-ended questions.

Comprehensive guide for skill assessment, career evaluation, learning paths, knowledge testing, and professional development. Use when assessing technical skills, planning learning journeys, or evaluating career progress.

'Assess a plugin and create refactoring task files for parallel agent execution'

Use to manage co-marketing asset reviews with traceable evidence and

Create and configure Databricks Asset Bundles (DABs) with best practices for multi-environment deployments. Use when working with: (1) Creating new DAB projects, (2) Adding resources (dashboards, pipelines, jobs, alerts), (3) Configuring multi-environment deployments, (4) Setting up permissions, (5) Deploying or running bundle resources

This skill helps in drawing any visuals. It is a versatile skill and covers every important aspect to draw anything.

Use when managing asset metadata, dependencies, and delivery workflows

assign

Rédaction d'assignations en référé devant le tribunal de commerce ou des activités économiques pour le droit de communication d'un associé. Utiliser ce skill quand l'utilisateur demande de rédiger, préparer ou créer une assignation en référé fondée sur l'article L. 238-1 du code de commerce pour obtenir la communication forcée de documents sociaux (comptes annuels, rapports de gestion, PV d'assemblées, etc.) lorsqu'un dirigeant refuse ou fait obstruction à la communication de ces documents à un associé.

Rédaction d'assignations en référé devant le tribunal de commerce ou des activités économiques pour le recouvrement de créances commerciales. Utiliser ce skill quand l'utilisateur demande de rédiger, préparer ou créer une assignation en référé pour obtenir le paiement d'une créance impayée (factures, prestations de services, ventes de marchandises, etc.) lorsque le débiteur n'a pas honoré ses obligations de paiement et qu'il n'existe pas de contestation sérieuse.

Identify and challenge implicit assumptions in plans, proposals, and technical decisions. Use when strategic-cto-mentor needs to surface hidden assumptions and wishful thinking before they become costly mistakes.

Capture and structure assumptions from pilot plans and hypotheses into a centralized log for ongoing risk monitoring and stakeholder alerts. Use when extracting, tracking, and signaling assumption changes from pilot documentation.

Explicit tracking, validation, and failure planning for project assumptions. Reference for managing assumptions throughout project lifecycle.

Test whether assumptions are true before making commitments. Use when assumptions have low certainty and high risk.

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Find and replace code patterns structurally using ast-grep. Use when you need to match code by its AST structure (not just text), such as finding all functions with specific signatures, replacing API patterns across files, or detecting code anti-patterns that regex cannot reliably match.

Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.

Create Astro/Starlight MDX content pages.

Comprehensive Astro development with React, Tailwind v4, and Cloudflare Workers deployment

Comprehensive Astro web framework development guidance for 2026. Use when building, configuring, or troubleshooting Astro projects; creating components; setting up routing; implementing islands architecture; working with React, Tailwind CSS, and Node.js integrations; testing; performance optimization; or deployment strategies. Includes TypeScript patterns, state management, API routes, and common pitfalls solutions.

Build the Astro frontend with Tailwind CSS v4 via the Vite plugin, a WPGraphQL data layer, and React islands (shadcn/ui) only where needed. Use when implementing or fixing frontend files under frontend/ for this WordPress headless repo.

Internationalization patterns for Astro sites. Multi-language routing, content translation, locale switching, RTL support. Use for multi-market lead generation.

Astro best practices, routing patterns, component architecture, and static site generation techniques. Use when building Astro websites, setting up routing, designing component architecture, configuring static site generation, optimizing build performance, implementing content strategies, or when user mentions Astro patterns, routing, component design, SSG, static sites, or Astro best practices.

Builds content-focused websites with Astro using islands architecture, content collections, and multi-framework support. Use when creating static sites, blogs, documentation, marketing pages, or content-heavy applications with minimal JavaScript.

Comprehensive astrology expert covering natal charts, transits, houses, aspects, and astrological traditions from Western to Vedic

Work with astronomical data using Astropy for FITS file I/O, coordinate transformations, physical units, precise time handling, and catalog operations. Use when processing telescope images, matching celestial catalogs, handling time-series observations, or building photometry/spectroscopy pipelines. Ideal for astronomy research requiring proper unit handling, coordinate frame transformations, and astronomical time scales.

OWASP ASVS 5.0 requirements database for security audits. Provides chapter structure, control objectives, and verification requirements for all 17 ASVS domains.

Optimize async boundaries to balance responsiveness, streaming, and error containment.

Expert in asynchronous programming patterns across languages (Python asyncio, JavaScript/TypeScript promises, C# async/await, Rust futures). Use for concurrent programming, event loops, async patterns, error handling, backpressure, cancellation, and performance optimization in async systems.

Transform a Rails application to use Falcon web server with async job processing (async-job), async Action Cable, and Redis-compatible database (Valkey for production). Use when the user wants to add async/Falcon stack to a Rails project, migrate from Puma to Falcon, or set up async job processing with Redis for both development and production environments including Kamal deployment.

Explanations of common asynchronous patterns used in tursodb. Involves IOResult, state machines, re-entrancy pitfalls, CompletionGroup. Always use these patterns in `core` when doing anything IO

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This skill provides async/await patterns and best practices for concurrent programming

Run background agents and bash commands asynchronously for CircleTel development. Use when running dev servers, parallel tests, long builds, or multi-agent research tasks without blocking the main workflow.

Comprehensive pytest skill for async Python testing with proper mocking, fixtures, and patterns from production-ready test suites. Use when writing or improving async tests for Python applications, especially FastAPI backends with database interactions.

Regel 10: Async-First mit Symfony Messenger. Use when working with async.

Author and validate AsyncAPI 3.0 specifications for event-driven API design, message brokers, and async communication patterns

Event-driven API specification with AsyncAPI 3.0 for message-based architectures

AsyncAPI specification handling for event-driven API documentation. Parse, validate, and generate documentation for message-based APIs including Kafka, MQTT, WebSocket, and AMQP systems.