All Skills

Execute Monte Carlo Tree Search (MCTS-LLM) to solve complex problems through iterative exploration, simulation, and learning. Use this for research questions, planning tasks, and coding challenges that benefit from systematic exploration of solution spaces.

In-depth code review for large PRs (>500 lines). Full analysis including architecture, performance, security, and maintainability.

Optimizar queries lentas con EXPLAIN, índices y reescritura

Usar para refactorizar código con tests como red de seguridad

Execute training runs with proper monitoring, checkpointing, and experiment tracking. Use when starting training, resuming training, debugging training issues, or setting up multi-GPU/distributed training with PyTorch Lightning and Hydra.

Transform web UI into e-ink optimized interfaces by applying grayscale colors, removing animations, enhancing typography, replacing drag with tap interactions, and adding border emphasis. Use when the user says "paperize", "e-ink friendly", "optimize for e-ink", "low-power display", "Kindle-friendly", or wants to adapt UI for e-readers like Kindle, Kobo, reMarkable, or BOOX.

Local-first, multi-product backlog management with agent collaboration discipline.

--- name: prep-plan description: This skill builds implementation plans as persistent, reviewable lore artifacts. Use when ready to plan how to build something, break work into ordered steps, or decide what to delegate to sub-agents. Triggers include "prep plan", "prep-plan", "prepare a plan", "pl

CREATE/REPLAN Epics from scope (3-7 Epics). Batch Preview + Auto-extraction. Decompose-First Pattern. Auto-discovers team ID.

Send and receive messages between AI agents using AI Maestro's messaging system. Use this skill when the user asks to "send a message", "check inbox", "read messages", "notify [agent]", "tell [agent]", or any inter-agent communication.

Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.

Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, removes dead code, ensures accessibility, and generates documentation (flowcharts, user stories, inline comments).

This skill should be used when the user asks to "list matrix solutions", "show matrix stats", "display memory contents", "view matrix status", "show failures", "list warnings", "export matrix data", "backup matrix", "export solutions", or needs to see or export Matrix memory.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Use when you have a spec or requirements for a multi-step task, before touching code

Use when calculating renal function estimates, electrolyte corrections, acid-base physiology metrics, lipid estimates, or BMI. Includes CKD-EPI 2021, Cockcroft-Gault, anion gap, Winters formula, A-a gradient, Friedewald LDL, and related tools.

This skill should be used when the user asks to "convert audio to srt", "generate subtitles from audio", "create srt from mp3/wav/m4a/flac", "transcribe audio to subtitles", or needs to generate SRT subtitle files from audio files (MP3, WAV, M4A, FLAC, etc.) with customizable character limits and timeline adjustments.

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.

Automate time tracking workflows in Toggl Track -- create time entries, manage projects, clients, tags, and workspaces through natural language commands.

Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications

Browser automation using Vercel's agent-browser CLI. Use when you need to interact with web pages, fill forms, take screenshots, or scrape data. Alternative to Playwright MCP - uses Bash commands with ref-based element selection. Triggers on "browse website", "fill form", "click button", "take screenshot", "scrape page", "web automation".

This skill should be used when writing Ruby gems following Andrew Kane's proven patterns and philosophy. It applies when creating new Ruby gems, refactoring existing gems, designing gem APIs, or when clean, minimal, production-ready Ruby library code is needed. Triggers on requests like "create a gem", "write a Ruby library", "design a gem API", or mentions of Andrew Kane's style.

Gradle build tool standards focusing on Kotlin DSL. Covers project configuration, dependency management, and custom plugin/task development with Gradle 9 LTS.

Research customer questions by searching across documentation, knowledge bases, and connected sources, then synthesize a confidence-scored answer. Use when a customer asks a question you need to investigate, when building background on a customer situation, or when you need account context.