Top Agent Skills

Creates a machine-readable phased JSON plan bundle from a spec or feature description, producing a compact master manifest plus per-phase step files for resumable execution.

Create text-based diagrams and visualizations using Mermaid.js v11 syntax, covering flowcharts, sequence diagrams, class diagrams, state diagrams, ER diagrams, Gantt charts, and more. Includes CLI conversion to SVG/PNG/PDF, JavaScript integration, theming, and configuration options.

Guides users through creating, editing, and optimizing agent skills, including drafting, testing, evaluating, and improving skill performance.

Designs system architecture, selects technology stack, creates ERDs and sequence diagrams, and records ADRs from BA artifacts, declaring a design freeze gate.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Guides structured problem-solving through iterative reasoning steps, with support for revising conclusions, branching into alternative approaches, and dynamically adjusting scope as understanding evolves.

Forces unrelated concepts together to spark novel solutions and emergent properties.

Implements SDD change tasks from specs and design, enforcing workload budgets, supporting chain strategies, and merging apply-progress across batches.

Divide un cambio de diseño aprobado en tareas concretas, ordenadas por dependencias y agrupadas por fase, con criterios de done y un forecast de workload para revisión.

Crea dashboards interactivos con Streamlit: carga de datos, filtros, gráficos y despliegue.

Convierte especificaciones aprobadas en un plan técnico detallado, documentando decisiones de arquitectura, flujo de datos y cambios de archivos.

Verifica que una implementación cumpla los specs del ciclo SDD ejecutando tests reales, revisando cobertura y emitiendo un veredicto de aprobación o rechazo.

Entrena modelos de machine learning con Scikit-learn, LightGBM y XGBoost, desde un baseline hasta un modelo productivo con validación robusta y explicabilidad.

Consolidates completed SDD changes by syncing delta specs, merging changes, updating the CHANGELOG, and persisting final state.

Guides data analysis, EDA, and ML tasks by teaching, diagnosing MCPs, and deciding with the user, offering multiple options and documenting decisions.

Runs an adversarial code review with two blind judges analyzing the same code from opposing perspectives to find flaws before production.

Limpia datasets crudos eliminando nulos, duplicados, outliers e inconsistencias de tipos, con estrategias de imputación y pipelines reproducibles.

Define business questions before starting data analysis to ensure the analysis is meaningful and aligned with business goals.

Construye pipelines ETL/ELT con Pandas: extracción, transformación y carga de datos con logging, manejo de errores, idempotencia y opciones de orquestación.

Profiles datasets automatically to assess data quality, structure, and completeness, generating reports with ydata-profiling, pandera, or manual pandas methods.

Creates professional GitHub issues—bug reports, feature requests, and technical tasks—with clear context, acceptance criteria, and labels for immediate action.

Sincroniza el registro central de skills con AGENTS.md y registry/AGENT_REGISTRY.md, detectando skills huérfanas o faltantes y auditando el ecosistema.

Defines the LEND.AI assistant persona: identity, tone, and interaction rules for a Spanish-speaking senior mentor that teaches while working, questions decisions, and requires confirmation before acting.

Escribe tests de frontend centrados en el usuario con Vitest, Testing Library y Playwright, cubriendo unit, integración y E2E, y configura el runner de tests.

Automated security auditing covering SAST, DAST, dependency scanning, secret detection, container hardening, and compliance checks before deployments or when integrating new dependencies.

Integrate REST APIs in Python using requests, httpx, or official SDKs, handling authentication, rate limiting, pagination, and errors.

Monitors real-time disaster data from FEMA, NOAA, and USGS, including disaster declarations, weather alerts, and earthquake information.

Fetches the latest news headlines from Reuters RSS and presents them with source attribution.

Guides users through creating new Synapse skills by extracting parameters, confirming details, and generating a JSON skill definition.

Fetches real-time weather data for any city and reports current conditions, temperature, and wind speed.

Fetches and extracts readable text from a URL, then summarizes or presents key information with source citation.

Routes UX, UI, accessibility, and onboarding design tasks to specialized sub-skills, applying behavioral science and WCAG 2.1 AA standards.

Routes software engineering tasks across backend, frontend, AI/ML, mobile, DevOps, and infrastructure sub-skills, applying security and ethics gates.

Sorts an email inbox into reply-now, reply-later, and ignore buckets, and drafts replies for urgent messages using an existing Gmail connector.

Breaks down why a social post worked or flopped by scoring hook strength, scannability, specificity, emotional trigger, and CTA clarity, then suggests the highest-leverage changes and a testable rewrite.

Enforces a read-only rule for filesystem junctions and symlinks, blocking writes, deletes, and git commits that resolve outside the current project root.

Coordinates sprint planning, delivery tracking, experiment management, knowledge management, and changelog governance across project management workflows.

Validates API endpoints, performs contract and integration testing, documents issues, and assesses performance and reliability.

Applies the GDPR framework to identify, assess, and mitigate security risks in systems, processes, and data handling.

Applies ABA Model Rules of Professional Conduct to enforce attorney-client privilege, ethics walls, and conflict-of-interest patterns in legal workflows.

Applies the PCI-DSS framework to identify, assess, and mitigate security risks in systems, processes, and data handling.

Audits product flows to find delight opportunities, then specifies micro-interactions, animations, and usability risk assessments that balance playful design with functional clarity.

Designs growth experiments, tests acquisition channels, builds viral loops, and analyzes metrics to optimize conversion funnels.

Applies PCI-DSS v4.0, FINTRAC, SOX, and FDX compliance frameworks across outputs, with a primary focus on payment card industry standards.

Design, simulate, and run quantum circuits on simulators and real quantum hardware using Google's Cirq framework.

Converts human-written CLAUDE.md files into a structured-label format that AI models follow more reliably while using fewer tokens.

Designs collaborative AI agent teams with CrewAI, covering agent roles, task definitions, crew orchestration, and process types.

Creates interactive, publication-quality visualizations in Python with 40+ chart types, including scatter, bar, heatmap, 3D, and financial charts, plus subplots, styling, and export to HTML or static images.

Process tabular data with Polars' expression API, lazy evaluation, and parallel execution for faster pandas-style workflows.

Perform astronomical research and data analysis with coordinate transformations, unit conversions, FITS file handling, cosmological calculations, time handling, and table operations.

Analyzes core dumps and live processes with GDB, correlating runtime state with source code to diagnose crashes, deadlocks, and memory issues.

Builds reliable background processing with Inngest, covering durable workflows, step functions, and scheduled jobs without managing infrastructure.

Create publication-quality statistical graphics in Python with dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and multi-panel figures.

Provides expert guidance on modern Java 21+ development, covering virtual threads, Spring Boot 3.x, JVM optimization, and cloud-native enterprise patterns.

Diagnose why a page is or is not converting and provide prioritized, evidence-based recommendations for conversion optimization.

Guides creating, optimizing, and scaling paid advertising campaigns across major platforms, covering strategy, structure, copy, and creative best practices.

Deploys web apps with backend APIs, databases, and file storage to a public URL via the AppDeploy HTTP API.

Provides reference documentation and code patterns for using Biopython to handle biological sequences, file formats, database access, alignments, structures, and phylogenetics.

Enables continuous self-improvement of Makepad development skills by capturing reusable patterns, correcting errors, and validating content.

Designs high-converting popups, modals, and banners with strategic triggers, copy, and targeting rules that respect user experience, accessibility, and SEO guidelines.