Migrates WPF applications from .NET Framework to .NET 6+. Use when upgrading legacy WPF apps, resolving compatibility issues, or modernizing project files.
Guided migration from AWS App Runner to Amazon ECS Express Mode. Covers IAM setup, deployment, custom domains, DNS cutover, cost comparison, and troubleshooting.
Architectural patterns for org migration — org merge (consolidate two orgs into one), org split (separate one org into two), and coexistence (run both for a transition period with…
Run migrate:fresh in Docker and report errors with fix suggestions.
Migration orchestrator for aim/ → vehicle/ architecture migration. Use when porting functionality from the legacy monolithic AI stack to the new containerized vehicle platform.
Migration guides for CoreData to SwiftData, UIKit to SwiftUI, ObservableObject to @Observable, XCTest to Swift Testing, Objective-C to Swift, and StoreKit 1 to StoreKit 2.
Skill para migracoes, modernizacao de legacy e refactors estruturais. Use quando precisar fazer upgrades grandes, extracao incremental, strangler pattern, compatibilidade de…
Review a database migration (SQL, golang-migrate, goose, Flyway, etc.) for safety, reversibility, zero-downtime correctness.
Analyzes database migration scripts for lock contention, downtime, rollback strategy, and deployment risk.
Écrire des migrations PostgreSQL sûres. Utiliser quand on modifie le schéma DB — CREATE, ALTER ou DROP une table.
Verify database migrations are safe before running them. Checks that migrations apply cleanly, reverse cleanly, preserve data integrity, are idempotent, and will not lock tables…
Migrate an iOS codebase from one architecture pattern to another. Covers all 12×12 source→target pairs across MVC, MVP, MVVM-UIKit, MVVM-SwiftUI, MVVM-C, VIPER, Clean Swift, Clean…
Plan and track a complex refactoring using the Mikado Method. Trigger when the user mentions "mikado", wants to plan a refactoring or upgrade incrementally, needs to untangle…
Универсальный REST API клиент для MikoPBX с автоматической аутентификацией и выполнением запросов внутри Docker контейнеров.
Use when configuring the Mikrus VPS connection or testing it — creating ~/.mikrus/config.json, computing the SSH port from the machine number, or verifying that API and SSH work.
Knowledge base from MIL-HDBK-338B (Electronic Reliability Design Handbook). Use for electronic reliability engineering: R/M/A theory, reliability…
Expertise in the Milimo Video Storyboard pipeline, from script parsing (Regex vs AI via Gemma) to generating concept art thumbnails and handling the Smart Element Matching engine.
Operate Milvus vector database with pymilvus Python SDK. Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid…
MIME type detection and extractor routing in core/mime.rs and core/extractor/bytes.rs — the extension→EXT_TO_MIME→validate→registry→extractor flow, key detection functions, the…
mimi-seed 를 처음 쓰는 사용자를 온보딩한다 — 설치 상태 판별 → mimi_seed_status 연결 스캔 → 목표 선택(출시/Firebase·AdMob/분석/소셜/CI) → 목표에 필요한 최소 자격증명만 `npx mimi-seed setup` 으로 연결 안내 → 첫 읽기 전용 액션 성공 → 도메인 스킬 인계.
Guide for implementing Grafana Mimir - a horizontally scalable, highly available, multi-tenant TSDB for long-term storage of Prometheus metrics.
Author architectural UML diagrams in Mermaid syntax from findings that describe a system's structure — components, modules, services, and their relationships.
Plan and run a controlled, COMMUNITY-edition Grafana Mimir upgrade on the `mimir-distributed` Helm chart, air-gap first — the chart↔app co-pinned ladder (5.7→5.8→6.0.6→6.1.0 = app…
Activate a Cognitive Digital Twin. Can simulate a custom subject (via core/ directory) OR load pre-installed celebrity/expert personas (from personas/ directory).
Navigate Mind Palace to query entity knowledge about codebase subsystems. Use when understanding architecture, exploring how systems work, or checking for hazards/gotchas before…
Build MindNode-inspired mind mapping interfaces — 8 node shapes, 27+ themes, layout algorithms (horizontal, vertical, radial with D3), keyboard shortcuts, focus mode, dual view.
End-to-end dev workflow for the minds app stack -- first-time bring-up, every-startup vendor/mngr sync, and the iteration loop against a running Docker agent.
Optimize MindTickle API integration performance with caching, bulk progress queries, and webhook processing.
Reference Architecture for MindTickle. Trigger: "mindtickle reference architecture".
Set up CI/CD pipelines, automated publishing, and release workflows for Minecraft mods and plugins for 1.21.x.
Deploy and test applications on local Minikube Kubernetes cluster. Use for: loading local Docker images to Minikube, exposing services locally via port-forward or minikube…
Produce the smallest possible code change that fixes a specific, well-scoped issue (CI failure, reviewer comment, typo). Use only when the fix target is explicit.
Plan and implement the smallest safe Go change with red-before-green where tractable. Use for any routine Go change to non-Tier-1 paths — small features, bug fixes, refactors,…
Build a minimal reproduction package for a bug. Use when debugging prod issues, writing GitHub issues, or Chinese "最小复现", "repro", "怎么复现". Shrink to smallest steps.
Use this when you need to minimize a complex or bloated JavaScript test case (e.g., from a fuzzer or external report) into a minimal, readable reproduction for debugging V8 issues.
MiniQMT 迅投量化交易接口，基于 XtQuant Python 库，支持 A 股/期货/期权的行情数据获取（K线、分笔、财务数据等）和交易下单（报单、撤单、查询资产/委托/持仓）。当用户需要获取miniqmt实时/历史行情、进行量化交易、回测数据时使用
AI agent toolkit for Solana — launch tokens, play poker, link your agent identity to mintyouragent.com. Reads agent personality files (SOUL.md) for profile linking.
Use when creating, redesigning, or maintaining an architecture, roadmap, implementation map, or system overview board in Miro.
Configure CI/CD pipelines for Miro REST API v2 integrations with GitHub Actions, test board isolation, and automated validation.
Use when the user wants to explain or visualize a codebase on a Miro board — produces a minimal, notation-correct set of architecture / structure / behavior diagrams (flowchart,…
Use when the user wants to create a visual code review on a Miro board from a pull/merge request (GitHub, GitLab, or any forge), local uncommitted changes, or a branch comparison…
Diagnose and fix Miro REST API v2 errors by HTTP status code. Use when encountering Miro API errors, debugging failed requests, or troubleshooting authentication and permission…
Collect Miro REST API v2 diagnostic evidence for support tickets. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Miro…
Deploy Miro REST API v2 integrations to Vercel, Fly.io, and Cloud Run with proper OAuth token management and webhook configuration.
Create a minimal working Miro example with real board and item operations. Use when starting a new Miro integration, testing your setup, or learning the Miro REST API v2 item…
Configure Miro local development with hot reload, testing, and ngrok tunneling. Use when setting up a development environment, configuring test workflows, or establishing a fast…
Optimize Miro REST API v2 performance with caching, cursor pagination, request batching, and connection pooling for high-throughput integrations.
Execute Miro REST API v2 production deployment checklist and rollback procedures. Use when deploying Miro integrations to production, preparing for launch, or implementing go-live…
Implement Miro REST API v2 rate limiting with the credit-based system, exponential backoff, and request queuing.
Implement a production-ready reference architecture for Miro REST API v2 integrations with layered design, caching, and event processing.
Help users set up mirrord in CI pipelines for testing against real Kubernetes environments. Use when users want to run end-to-end tests, integration tests, or automated tests in…
Helps users generate, edit, and validate mirrord.json configuration files for mirrord (MetalBear). Use when the user wants to connect their local process to a Kubernetes…
Helps users configure mirrord.json for database branching, enabling isolated database copies for safe development and testing.
Help users install and configure the mirrord operator for team environments. Use when users ask about operator setup, Helm installation, licensing, or multi-user mirrord…
Help users create and manage mirrord preview environments — running a modified service as an isolated pod in a shared Kubernetes cluster, scoped by an environment key and…
Guide users from zero to their first working mirrord session. Use when a user is new to mirrord, wants to install it, or needs help running their first session connecting to a…
Helps users run multiple concurrent mirrord sessions from a single mirrord-up.yaml (compose-style multi-service local debugging).
Use when the user wants to install, pin, or switch language/runtime versions per repository - node, python, go, ruby, java, rust, deno, bun, terraform, etc.
mise.toml configuration structure, config file hierarchy, environment variable setup, and idiomatic version file integration.
Configure environment variables and project settings using mise [env] as the single source of truth. Use whenever the user needs to set up mise.toml, centralize environment…