Central message routing for Photino.NET: {type,payload} format, HandleMessage dispatch, Send helper, event wiring, Svelte 5 component patterns, IAsyncDisposable in sync contexts.
Use when shaping the primary message, supporting proofs, and audience-by-message matrix from a locked positioning frame — before any copy or launch beat.
Guide for writing and improving Claude Code skills. Use when creating new skills, debugging why skills aren't activating, or improving skill descriptions and structure.
Generate meta-analysis forest plots for binary classification data. Input is a CSV file containing study names, event counts and sample sizes for experimental and control groups.
Generate forest plots for meta-analysis of continuous data. Input a CSV file containing study names, means, standard deviations, and sample sizes for experimental and control…
Generate forest plots for meta-analysis of survival data. Input is a CSV file containing study names, HR and 95% confidence intervals, output forest plot PNG and data table CSV.
App-Lifecycle, Config-Validierung, Kamera-Capture, Test-Infrastruktur, CI — aktivieren wenn an src/main.py, src/utils/config.py, src/cv/capture.py oder tests/ gearbeitet wird
Operate Meta's Graph API and Instagram Graph API from the command line via the `meta` CLI (https://github.com/crimeacs/meta-graph-cli).
Structured reasoning modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test decisions, surface assumptions, or enumerate edge ca — from…
Analyzes forest plots for meta-analysis, generating detailed descriptions and formatting figure legends in Chinese or English.
Uses the Metabase REST API to export question results as CSV and render dashboard PNGs on schedule. Compares key metrics against user-defined thresholds and fires alerts to…
Assessing metadata type coverage across Salesforce deployment channels (Metadata API, SFDX, unlocked packages, managed packages) and mapping component dependency graphs using…
Use when comparing metadata between two Salesforce orgs (UAT vs Prod, dev sandbox vs full copy, fork sandbox vs source) to surface drift, identify items needing deployment, or…
Search on-disk file contents across managed workspace repos via ripgrep (or Python fallback). Use when hunting code strings, configs, or Terraform/Docker patterns — not for…
Extract the conceptual essence of a repository as skills, agents, and teams — the project's roles, procedures, and coordination patterns expressed as agentskills.io-standard…
20 years Weta/Pixar experience in real-time graphics, Metal shaders, and visual effects. Expert in MSL shaders, PBR rendering, tile-based deferred rendering (TBDR), and GPU…
Use when designing metamorphic tests for oracle-poor behavior using invariants and input relations. Triggers:
Drives deterministic code red-green-refactor. Use before writing or changing any implementation file — write a failing test first, watch it fail, write minimal code to pa — from…
VictoriaMetrics MetricsQL query language as a PromQL superset: rollup extensions, behavioral differences from PromQL (rate/increase semantics, implicit conversions, auto-aligned…
MEXC Futures WebSocket workflows for public streams, private account/order/position streams, ping/pong, subscriptions, and depth maintenance.
MEXC Spot WebSocket workflows for public streams, protobuf handling, depth maintenance, listen keys, and private streams without exposing API keys.
Use when the user asks to add a connector, create a connector, implement a connector for a service, add a tool to a connector, update a connector tool, or asks about connector…
Use when writing the explicit contribution statement for a Management Science (INFORMS) manuscript — turning an analytical result or empirical finding into a decision-relevant…
Use when executing and reporting the analysis for a Management Science (INFORMS) manuscript — proving and numerically verifying analytical results, or estimating and validating…
Use when choosing and defending the method for a Management Science (INFORMS) manuscript — selecting an analytical modeling approach (optimization, stochastic, game/economic…
Use when planning and drafting the revision and point-by-point response for a Management Science (INFORMS) R&R — prioritizing the Department Editor's binding concerns, addressing…
Use to understand how Management Science (INFORMS) review and decisions work — the Department/area-editor desk screen, the high desk-reject rate, double-anonymized refereeing, the…
Use when running the final pre-submission preflight for a Management Science (INFORMS) manuscript — ScholarOne seven-step upload, double-anonymization, author-year house style,…
Use when building exhibits for a Management Science (INFORMS) manuscript — propositions and numerical-illustration figures for analytical papers, or result/identification tables…
Use when building the theoretical core of a Management Science (INFORMS) paper — either a formal analytical model (assumptions, equilibrium, propositions/theorems, comparative…
Use when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs…
Use when deciding which mgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Management Science (INFORMS) manuscript.
Use when polishing the prose of a Management Science (INFORMS) manuscript — front-loading the result, keeping notation lean, writing for a cross-department reader, and conforming…
Embedded firmware development for microcontrollers including memory-mapped I/O, GPIO, interrupts, timers, UART/SPI/I2C serial protocols, PWM generation, ADC sampling,…
Design the small details — triggers, rules, feedback, loops and modes — that separate good products from great ones.
MicroK8s snap kurulumu ve kümenin temel hazır hale getirilmesi için kullanılır; COS öncesi zorunlu adımdır.
Expert guidance for Micronaut framework development with compile-time dependency injection, GraalVM native builds, and cloud-native microservices
Create and manage isolated microVM sandboxes for safe code execution, testing, and development. Use when the user needs to run untrusted code, create isolated environments,…
Guidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean architecture, observability, and resilience.
Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communication patterns, and produces service boundary diagrams an — from…
Distributed systems expert specializing in service decomposition, orchestration, and microservices architecture patterns.
Microservices architecture patterns and best practices. Use when designing distributed systems, breaking down monoliths, or implementing service communication.
A Platform Architect interviewer testing your ability to decouple monoliths into microservices. Use this agent when you want to practice Domain-Driven Design (DDD), defining…
Decomposing a Rails monolith into services — bounded contexts, service boundaries, public-API contracts, ownership of data, service-to-service authentication, the "shared library"…
Microservices design patterns including service mesh, event-driven architecture, saga pattern, and API gateway
Conception et découpage d'architecture microservices. À utiliser pour concevoir ou migrer vers des microservices.
Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns.
Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.
Microsoft Azure SQL Database integration. Manage data, records, and automate workflows. Use when the user wants to interact with Microsoft Azure SQL Database data.
Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.
Microsoft Fabric workspace management, governance, REST API patterns, and medallion architecture implementation
Deploy, evaluate, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, prompt optimization, prompt optimizer…
Microsoft Playwright MCP exposes Playwright browser automation through the Model Context Protocol, giving agents structured page access instead of screenshot-only workflows.
Create, edit, and manipulate Word documents (.docx) programmatically. Use when someone asks to "generate a Word document", "create a report in docx", "mail merge", "fill Word…
Reference card for every middleware shipped by Remix v3 — `logger`, `compression`, `staticFiles`, `formData`, `methodOverride`, `session`, `csrf`, `cop`, `cors`, `asyncContext`,…
Use when working on the Miden compiler (`midenc` / `cargo miden`), debugging failing tests or implementing compiler changes, and you need a Miden VM MASM execution trace to…
Generates and optimizes Midjourney prompts using the Midjourney API with automatic parameter tuning for aspect ratios, stylize values, and chaos settings.
Use when setting up CI/CD for Midnight projects, configuring GitHub Actions for Compact contract compilation, running TypeScript tests in CI, validating version consistency, or…
Panduan lengkap integrasi Midtrans Payment Gateway (Snap) ke project Laravel. Gunakan skill ini setiap kali user menyebut Midtrans, payment gateway, integrasi pembayaran, Snap…