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Generate Ralph-compatible prompts for research, analysis, and planning tasks. Creates prompts with systematic research phases, synthesis requirements, and deliverable specifications. Use when analyzin…
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Guide users to build and test their MVP using the BMAD Method with PMF context files. Use when user says "build it", "start building", "how do I build this", "BMAD", "implement", "code it", "create th…
Analyze content sequences and determine authoring approach (default content vs blocks). Validates block selection and section styling for import/migration to AEM Edge Delivery Services.
Migrate and bootstrap Ruler-based AI rules across repositories with English-first templates, preset-based project detection, and safe, idempotent setup. Use when creating or standardizing `.ruler/*` f…
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications, including coroutines, null safety, and DSL builders.
Supabase Realtime for live subscriptions, broadcasts, and presence. Use when implementing real-time features, live updates, chat, or online presence tracking.
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Handle macOS file dialogs (Open, Save, Print) with MacPilot. Navigate folders, select files, set filenames, and dismiss dialogs programmatically in any application.
Build your MVP scope by finding the core aha moment and reverse-engineering features from it. Use when user says "MVP", "PRD", "what to build", "scope", "features", "aha moment", "key benefits", "must…
Create effective content models for your blocks that are easy for authors to work with. Use this skill anytime you are building new blocks, making changes to existing blocks that modify the initial st…
Convert project plans to JSONL format (issues + dependencies). Use when users ask "convert plan to jsonl", "create jsonl from plan", "export plan as json" or "convert plan to taks", "create tasks from…
Use dmux (a tmux pane manager for AI agents) for multi-agent orchestration. A parallel agent workflow pattern across Claude Code, Codex, OpenCode, and other tools. Suitable for running multiple agent …
Prioritize research over coding in the workflow. Before writing custom code, search for existing tools, libraries, and patterns. Invoke the researcher agent.
Fetch and analyze protein structures from RCSB PDB. Use this skill when: (1) Need to download a structure by PDB ID, (2) Search for similar structures, (3) Prepare target for binder design, (4) Extrac…
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Manage macOS windows with MacPilot. List, move, resize, snap, minimize, fullscreen, and arrange application windows. Supports multi-display and Spaces.
Survey available blocks from local AEM Edge Delivery Services project and Block Collection to understand the block palette available for authoring. Returns block inventory with purposes to inform cont…
Preview and verify imported content in local AEM Edge Delivery Services dev server. Validates rendering, compares with original page, and troubleshoots common issues.
Integrate with aimake's AI-powered delivery pipeline via MCP. Covers connecting to aimake, using code/docs/kanban tools, understanding the card-based system, and leveraging AI capabilities. Use when b…
JetBrains Exposed ORM pattern, including DSL queries, DAO pattern, transactions, HikariCP connection pool, Flyway migrations, and repository pattern.
Generate migration log entries for ag-shared changes. Use when changes have been made to external/ag-shared/ and you need to document what changed and what companion actions consuming repos need to pe…