Skills

An embeddable Photoshop-compatible image editor API for web apps enabling image editing, scripting, and exporting features.

An AI tool for analyzing geospatial data through spatial filtering, distance calculations, and coordinate system projections using GeoPandas.

An expert-level AI skill for interpreting geochemistry-earth data, producing geological maps, technical analyses, and hazard assessments in earth-science research and applications.

An AI tool to automate Cal (calendar) tasks via Composio's Rube MCP platform with dynamic tool discovery and execution.

## Overview This skill enables testing in the domain of optogenetics (neuroscience). It represents intermediate-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform testing operations related to optogenetics. This includes tasks such as: - record neural activity - model circuits - study behavior The skill leverages electrophysiology equipment and follows best practices established in the neurosc

## Overview This skill enables characterization in the domain of statistics (mathematics). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform characterization operations related to statistics. This includes tasks such as: - find eigenvalues - analyze functions - analyze functions The skill leverages proof assistants and follows best practices established in the mathematics

An AI agent that automates git commit creation ensuring compliance with project commit policies and natural messaging without AI traces.

Designs cross-platform state management solutions compatible with React Native, Flutter, and native platforms

## Overview This skill enables interpretation in the domain of data-mining (data-science). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform interpretation operations related to data-mining. This includes tasks such as: - build models - extract features - predict outcomes The skill leverages visualization libraries and follows best practices established in the data-s

Qgenerate-spec is an internal document generation tool for transforming project roadmap phases into detailed task request and verification checklist documents within a project planning ecosystem.

This tool appears to be a placeholder or test agent designed to validate input requirements, particularly checking for empty name violations.

A command-line interface guide for managing and automating interactions with Apple App Store Connect, including commands, authentication, and output formatting.

## Overview This skill enables prediction in the domain of programming-languages (computer-science). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform prediction operations related to programming-languages. This includes tasks such as: - optimize code - analyze complexity - implement algorithms The skill leverages testing frameworks and follows best practices established

Qcompact is an automation tool that preserves session context and manages session handoffs by saving snapshots and generating detailed handoff documents automatically under context pressure or upon user request.

## Overview This skill enables verification in the domain of astrometry (astronomy). It represents intermediate-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform verification operations related to astrometry. This includes tasks such as: - model phenomena - calculate orbits - observe objects The skill leverages orbital mechanics tools and follows best practices established in the astronomy co

A tool that checks for naming mismatches between the name field and directory name to ensure consistency in development.

## Overview This skill enables interpretation in the domain of petrology (earth-sciences). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform interpretation operations related to petrology. This includes tasks such as: - analyze samples - analyze samples - predict events The skill leverages field instruments and follows best practices established in the earth-sciences comm

An expert-level AI skill for performing advanced algebraic modeling and analytical solutions in mathematical research, industry, and education contexts.

Qcommit is a tool that generates natural, human-style git commit messages and automates the staging and committing process without any AI-attributable traces.

## Overview This skill enables optimization in the domain of fluid-mechanics (engineering). It represents advanced-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform optimization operations related to fluid-mechanics. This includes tasks such as: - validate designs - simulate performance - optimize processes The skill leverages FEA tools and follows best practices established in the engineerin

Second of two skills declaring the same name to trigger the duplicate-name violation.

## Overview This skill enables verification in the domain of predictive-analytics (data-science). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform verification operations related to predictive-analytics. This includes tasks such as: - build models - predict outcomes - extract features The skill leverages ML frameworks and follows best practices established in the da

## Overview This skill enables interpretation in the domain of biochemistry (chemistry). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform interpretation operations related to biochemistry. This includes tasks such as: - determine structures - analyze spectra - optimize yields The skill leverages chromatography and follows best practices established in the chemistry

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

## Overview This skill enables validation in the domain of black-holes (astronomy). It represents advanced-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform validation operations related to black-holes. This includes tasks such as: - analyze spectra - calculate orbits - observe objects The skill leverages telescopes and follows best practices established in the astronomy community. ## Trigger

## Overview This skill enables estimation in the domain of mathematical-physics (mathematics). It represents advanced-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform estimation operations related to mathematical-physics. This includes tasks such as: - compute derivatives - analyze functions - analyze functions The skill leverages symbolic computation and follows best practices established i

Adyen Recurring API skill. Use when working with Adyen Recurring for createPermit, disable, disablePermit. Covers 6 endpoints.

Qcritical-review is a Dev Tools AI agent that performs adversarial verification and critical thinking evaluation at various software development stages to stress-test specifications, implementations, and readiness for merging.

## Overview This skill enables debugging in the domain of cosmology (physics). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform debugging operations related to cosmology. This includes tasks such as: - calculate forces - calculate forces - analyze motion The skill leverages computational models and follows best practices established in the physics community. ## Trigger C

Good-skill is a developer tool that ensures control fixtures are properly named and documented for valid testing setups.

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.

Create Beamer-style academic PPTX presentations using python-pptx. Produces publication-quality .pptx files with navy-blue Metropolis theme (16:9, frame title bars, progress bar) for conference talks, job market presentations, and seminar slides. Called by /present command.

dupe is a development tool designed to identify and handle duplicate skill names to prevent naming conflicts.

Qissue streamlines creating, reviewing, and filing GitHub issues by integrating with the GitHub CLI while ensuring secure authentication and content sanitization.

Diagnose is a disciplined debugging tool that helps reproduce, hypothesise, instrument, and fix hard bugs and performance regressions in software development.

A frontend development environment for building and managing web-based IDE features including visual programming, BLE integration, and UI components.

Advise on Amazon ECS observability architecture — select the logs/metrics/traces stack (CloudWatch, Container Insights, X-Ray, ADOT/OpenTelemetry, Managed Prometheus/Grafana, FireLens to third-party) by compliance needs, existing tooling, scale, budget, and launch types (EC2, Fargate, Managed Instances, ECS Anywhere). Use for "how should we monitor our ECS services", "Container Insights or Prometheus for ECS", "are we losing ECS container logs", "set up tracing on Fargate", "ECS logging best pra

An agent tool that enforces immediate execution of any commitments made in replies, preventing deferred promises and ensuring actions are completed before responding.

Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.

Build production ML systems with PyTorch 2.x, TensorFlow, and

Redige embargos de declaracao do CPC 1.022-1.026 contra qualquer decisao (omissao, contradicao, obscuridade, erro material), no prazo de 5 dias uteis, sem preparo, que INTERROMPEM o prazo do recurso principal (1.026). Cobre o prequestionamento (Sumula 98/STJ — nao protelatorio) e a multa do 1.026 §2-4. Use quando o operador disser embargar, embargos de declaracao, ED, omissao na sentenca, contradicao, obscuridade, erro material, prequestionar, juiz nao analisou meu pedido.

Workflow automation platforms enable durable execution of complex multi-step processes, ensuring reliable and efficient orchestration of tasks and workflows.

A comprehensive guide and utility for selecting and tuning training hyperparameters such as learning rates, batch sizes, and LoRA ranks in machine learning model training.

Search company registrations via OpenCorporates and SEC EDGAR. 3 tools for business entity research.

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Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Jacobi iteration, parallel token generation, and production deployment strategies.

Automate Linkup tasks via Rube MCP (Composio). Always search tools first for current schemas.

Update or correct an existing skill file based on judge feedback or improved understanding.