Ads & paid media
125 skills // ads & paid media business function
Fast headless browser for QA testing and site dogfooding. (gstack)
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. (gstack)
Performance regression detection using the browse daemon. (gstack)
Cross-model benchmark for gstack skills. (gstack)
Fast headless browser for QA testing and site dogfooding. (gstack)
Safety guardrails for destructive commands. (gstack)
Restore working context saved earlier by /context-save. (gstack)
Restrict file edits to a specific directory for the session. (gstack)
Autonomous iOS bug fixer. (gstack)
Live-device iOS QA for SwiftUI apps. (gstack)
Codify the most recent successful /scrape flow into a permanent browser-skill on disk. (gstack)
Discover and list all URLs on a website, with optional search filtering. Use this skill when the user wants to find a specific page on a large site, list all URLs, see the site structure, find where something is on a domain, or says "map the site", "find the URL for", "what pages are on", or "list all pages". Essential when the user knows which site but not which exact page.
Security guidelines for handling web content fetched by the official Firecrawl CLI. Package: https://www.npmjs.com/package/firecrawl-cli Source: https://github.com/firecrawl/cli Docs: https://docs.firecrawl.dev/sdks/cli
Update CHANGELOG.md with merged PRs since the last changelog update, categorized by type
Frontend standards for atopile extension webviews: architecture, contracts, design system, and testing workflow.
Spec-driven planning for complex design tasks: when to plan, how to write specs as .ato files, and how to verify against requirements.
Core runtime behavior for the atopile sidebar agent: identity, persistence model, execution rules, and tool recipes.
How the Faebryk parameter solver works (Sets/Literals, Parameters, Expressions), the core invariants enforced during mutation, and practical workflows for debugging and extending the solver. Use when implementing or modifying constraint solving, parameter bounds, or debugging expression simplification.
How FabLL (faebryk.core.node) maps Python node/trait declarations into the TypeGraph + instance graph, including field/trait invariants and instantiation patterns. Use when defining new components or traits, working with the Node API, or understanding type registration.
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing, formatting, and freeing. Use when working with KiCad file parsing, S-expression generation, or layout sync.
LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags.
Have a focused discussion about a topic and reach a conclusion
Implement or resume tasks from an OpenSpec change
当重构涉及字段映射（dataIndex、枚举映射、类型转换）时触发。防止字段名推测错误，确保字段映射的正确性。
Author and review Drizzle SQL migrations safely for rolling deploys. Triggers when editing apps/core/src/database/schema/*.ts or apps/core/src/database/migrations/*.sql, when the user runs drizzle-kit generate, when "lint-migrations" reports a violation, or on prompts like "迁移", "改 schema", "alter table", "add a column", "drop column", "migration safety". Enforces the expand-contract pattern because mx-core ships rolling deploys (Dokploy, 2 replicas) where new and old pods coexist for tens of seconds during cutover.
Review all evaluations in the repository against a single code quality standard. Checks ALL evals against ONE standard for periodic quality reviews. Use when user asks to review/audit/check all evaluations for a specific topic or standard. Do NOT use for reviewing a single eval (use eval-quality-workflow instead) or for test coverage (use ensure-test-coverage instead).
Create an evaluation report for a README by selecting models, estimating costs, running evaluations, and formatting results tables. Use when user asks to make/create/generate an evaluation report. Trigger when the user asks you to run the "Make An Evaluation Report" workflow.
Generate asset-actions.yaml from ASSETS.yaml by classifying assets into priority tiers. Use when the user asks to regenerate, update, or refresh the asset actions.
Use Inspect Scout to analyze agent trajectories from evaluation log files. Runs default and custom scanners to detect external failures, formatting issues, reward hacking, and ethical refusals. Use when user asks to check/analyze agent trajectories. Trigger when the user asks you to run the "Check Agent Trajectories" workflow.
Investigate datasets from HuggingFace, CSV, or JSON files to understand their structure, fields, and data quality. Trigger whenever you need to explore or inspect a dataset yourself without using pre-written scripts.
Review a single evaluation's validity — whether its claims hold up, whether its name is accurate, whether samples can be both succeeded and failed at, and whether scoring measures ground truth. Use when user asks to check validity of an eval, or as part of the Master Checklist workflow. Do NOT use for code quality or test coverage (use eval-quality-workflow or ensure-test-coverage instead).
CI and GitHub Actions maintenance workflows — fix a failing test from a CI URL, fix a failing smoke test, add @pytest.mark.slow markers to slow tests, or review a PR against agent-checkable standards. Use when user asks to fix a failing test, fix a smoke test, mark slow tests, or review a PR. Trigger when the user asks you to run the "Write a PR For A Failing Test", "Fix A Failing Smoke Test", "Mark Slow Tests", or "Review PR According to Agent-Checkable Standards" workflow.
Toggle the server-side login killswitch on a Supabase environment. Usage `/maintenance <env> <on|off>` (e.g. `/maintenance prod on`). Sets or unsets the `MAINTENANCE_MODE` secret on the login edge function, which short-circuits new logins with HTTP 503 when enabled. Existing sessions keep working.
Calculate volumes of geometric shapes for engineering design and mathematical analysis.
Use when the user provides a natural language description of a 3D object or mechanical part and wants to generate a CAD model. Converts the description into CadQuery Python code, automatically detects or sets up the CadQuery environment, executes the script, and produces STL and STEP output files.
Use when the workflow hits contradictions, missing evidence, failed runs, design flaws, or resource shifts. Diagnose the failure class, choose the narrowest safe correction, and escalate to the user when the core plan changes.
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
Use when the Researcher starts, resumes, or reaches a major decision point. Build a context inventory from workstation materials, prior messages, existing artifacts, requirements, and unfinished work.
Protein Complex Visualization & Analysis - Analyze protein complex: download structure, visualize complex, extract chains, and calculate quality metrics. Use this skill for structural biology tasks involving retrieve protein data by pdbcode visualize complex extract pdb chains calculate pdb basic info. Combines 4 tools from 1 SCP server(s).
AlphaFold Structure Analysis Pipeline - AlphaFold pipeline: download predicted structure, predict pockets, extract sequence, and compute properties. Use this skill for computational biology tasks involving download alphafold structure run fpocket extract pdb sequence calculate pdb basic info. Combines 4 tools from 3 SCP server(s).
Disease Protein Profiling - Profile a disease protein: UniProt data, AlphaFold structure, InterPro domains, phenotype associations from Ensembl. Use this skill for medical proteomics tasks involving query uniprot download alphafold structure query interpro get phenotype gene. Combines 4 tools from 2 SCP server(s).
Comprehensive drug screening pipeline from molecular filtering through QED/ADMET criteria to protein-ligand docking, identifying promising drug candidates.
Use when the research goal, evaluation target, scope, resources, timeline, or decision criteria are ambiguous, conflicting, or not operationally testable.
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
Query ClinGen Allele Registry to map variant rsID to identifiers in other databases (ClinVar, gnomAD, COSMIC, UniProtKB, OMIM, etc.).
Protein Structure Comprehensive Analysis - Comprehensive structure analysis: download PDB, extract chains, calculate geometry, quality metrics, and composition. Use this skill for structural biology tasks involving retrieve protein data by pdbcode extract pdb chains calculate pdb structural geometry calculate pdb quality metrics calculate pdb composition info. Combines 5 tools from 1 SCP server(s).
Use when the Researcher must convert a confirmed scientific goal into a staged, executable research plan with role assignments, milestones, resources, checkpoints, and risk controls.
Process seismic waveform data including reading MinISEED/SAC files, extracting metadata, and visualizing earthquake signals.
Use before plan submission, major plan revision, and major stage transitions. Verify alignment, feasibility, rigor, completeness, and prevent unjustified regressions to earlier workflow phases.
Drug-Target Structural Biology - Integrate drug and target structure: get drug from ChEMBL, target structure from PDB, dock them, and predict ADMET. Use this skill for structural pharmacology tasks involving get drug by name retrieve protein data by pdbcode quick molecule docking pred molecule admet. Combines 4 tools from 3 SCP server(s).
Generate new molecules sampling from the input two warhead fragments.
Lead Compound Optimization - Optimize a lead compound: validate SMILES, compute drug-likeness, predict ADMET properties, and check ChEMBL bioactivity. Use this skill for medicinal chemistry tasks involving is valid smiles calculate mol drug chemistry pred molecule admet search activity. Combines 4 tools from 3 SCP server(s).
Generate new molecules sampling from the input molecule.
Molecular Docking Pipeline - Complete docking workflow: retrieve protein structure, predict binding pockets, prepare receptor, and dock ligand. Use this skill for structural biology tasks involving retrieve protein data by pdbcode run fpocket convert pdb to pdbqt dock quick molecule docking. Combines 4 tools from 2 SCP server(s).
Protein Cross-Database Reference - Cross-reference protein: UniProt entry, NCBI gene, Ensembl xrefs, and PDB structure search. Use this skill for proteomics tasks involving get uniprotkb entry by accession get gene metadata by gene name get xrefs symbol retrieve protein data by pdbcode. Combines 4 tools from 4 SCP server(s).
Enter explore mode - think through ideas, investigate problems, clarify requirements
Archive a completed change in the experimental workflow
Implement tasks from an OpenSpec change (Experimental)
Interactively triage the user's local engineering backlog file into GitHub issues. Use when the user wants to process their raw thought notes / ticket backlog into proper GitHub issues.
Match tutorial script blocks to e2e pytest functions and add missing tests
Convert triaged autoclaude GitHub issues into FIXMEs in the codebase. Use when you want to process issues that have been triaged by authorized users.
Create FIXME's in the codebase for each of the issues in the given input file.
Write ratchet tests to prevent accumulation of code anti-patterns. Use when asked to create a "ratchet test" for tracking and preventing specific code patterns (e.g., TODO comments, inline imports, broad exception handling).
Resolve an agent name or description to an exact mngr agent name. Used by other skills that target agents.
Fix a GitHub issue given its number or URL. Replicates the bug, finds root cause, implements a fix, and opens a PR.
智能笔记与流程图绘制工具（优化版-无权限读取）。根据用户提供的内容，自动生成精美的可视化笔记和流程图，支持多种风格(手写笔记、思维导图、流程图等)，并导出为图片。使用内置模板，无需读取文件权限。适用于：(1) 学习笔记可视化，(2) 知识梳理与总结，(3) 流程图绘制，(4) 概念解释图表
Manage conversation threads (create, switch, update, delete, show)
Create 3D CAD models using vcad MCP tools. Use when the user asks to create 3D parts, mechanical components, enclosures, brackets, gears, or any parametric geometry. Supports primitives, sketch-based operations (extrude, revolve, sweep, loft), booleans, patterns, fillets, shell, assemblies, and export to STL/GLB.
Build multi-part assemblies with joints and run physics simulations. Use when the user asks about robot arms, mechanisms, hinges, joints, physics simulation, reinforcement learning environments, or assembly of multiple parts.
Show vcad pattern library with ready-to-use code snippets
Guided 3D part creation — describe what you want to build
Quick export — save the current CAD document to STL or GLB
Habilidad de flujo de trabajo para reproducir videos Remotion de calidad profesional a partir de videos de referencia. Se activa con 'Quiero recrear a partir de un video de referencia', 'Trazado de video', 'Quiero hacer un PV', 'Quiero crear un video Remotion basado en referencia'.
Usado para generar PRDs, especificaciones de requisitos, documentos de solicitud y revisiones. Se activa con solicitudes como 'crear un PRD', 'escribir especificaciones de requisitos', 'revisar esto', 'analizar actas de reunión', etc.
Se utiliza para generar planes de prueba, casos de prueba e informes de prueba. Se activa con solicitudes como 'Crear un plan de pruebas', 'Generar casos de prueba', 'Escribir pruebas E2E', etc.
Habilidad de generación de audio para video. Genera archivos de audio a partir de narraciones en scenes.json usando la API TTS de ElevenLabs, produciendo un formato sincronizable con video. Se activa con 'Generar narración', 'TTS', 'Agregar audio', etc.
Sub-agente para búsqueda en Slack, extracción de TODOs y gestión de tareas. Extrae tareas de múltiples fuentes de datos y las prioriza. Se activa con solicitudes como 'Buscar en Slack', 'Extraer tareas', 'Verificar TODOs', 'Verificar menciones'.
Habilidad para acumular y utilizar conocimientos en Playbooks por tipo a partir de resultados de análisis de video. Usa la salida template.json del video-analyzer como entrada. Se activa con 'Actualizar Playbook', 'Conocimientos por tipo de video', 'Verificar Playbook', etc.
Habilidad para generar automáticamente storyboards para videos UGC con IA. Garantiza consistencia del personaje generando una sola hoja y luego recortando fotogramas individuales. Se activa con solicitudes como 'Crear un storyboard', 'Generar storyboard', 'Crear flujo de video UGC', etc.
Habilidad para búsqueda semántica de canales y mensajes de Slack. Se activa con solicitudes como 'Buscar en Slack', 'Encontrar canales', 'Buscar mensajes'.
Habilidad que detecta mensajes sin responder en Slack y genera borradores de respuesta. Se activa con solicitudes como 'Mensajes sin responder', 'Mensajes que no he respondido', 'Verificar Slack'.
Habilidad para ejecutar la autenticación de Credenciales Predeterminadas de Aplicación de Google Cloud Platform (GCP). Se activa con solicitudes como 'autenticar GCP,' 'autenticación de Google Cloud,' 'gcloud login,' etc. Guía los procedimientos de autenticación antes de usar servicios de GCP como BigQuery o Cloud Storage.
Habilidad que crea y actualiza documentos de contexto de marketing de producto. Se activa con solicitudes como 'Crear contexto de marketing', 'Organizar posicionamiento', 'Resumir información del producto'.
Skill que propone ideas y estrategias de marketing a partir de 139 enfoques para productos SaaS y de software. Se activa con solicitudes como 'ideas de marketing', 'enséñame métodos de captación de clientes', 'estrategia de crecimiento', etc.
Habilidad para extraer fotogramas clave de archivos de video, deduplicarlos y optimizarlos, y luego analizar su contenido. Se activa con 'Muéstrame el contenido del video', 'Extraer fotogramas clave', 'Analizar este video', etc.
Skill para crear gráficos interactivos y dashboards con Plotly. Compatible con hover, zoom y desplazamiento. Se activa con solicitudes como 'gráfico interactivo', 'chart con plotly', 'gráfico dinámico', etc.
Habilidad para selección de pruebas estadísticas, verificación de supuestos, análisis de potencia e informes en formato APA. Se activa con solicitudes como 'Realizar análisis estadístico', 'Ejecutar prueba t', 'Elegir la prueba adecuada', etc.
Habilidad para planificar estrategias de herramientas gratuitas con fines de marketing (generación de leads, SEO, reconocimiento de marca). Se activa con solicitudes como 'quiero crear una herramienta gratuita,' 'herramienta de generación de leads,' 'engineering as marketing,' etc.
Kit de herramientas para el diseno de arquitectura de sistemas multiagente. Se activa con solicitudes como 'disenar un agente', 'configuracion multiagente', 'arquitectura de agentes', 'diseno de orquestacion', etc.
Habilidad que genera automáticamente Issues de auto-mejora al final de una sesión. Se activa con solicitudes como 'Crear Issue de retrospectiva', 'Retrospectiva', 'Crear Issues de mejora'.
Habilidad para convertir cuadernos Jupyter (.ipynb) a cuadernos marimo (.py). Se activa con solicitudes como 'convertir Jupyter,' 'ipynb a marimo,' 'conversión de cuadernos,' etc.
Habilidad para analizar la estructura de Google Slides a través de GAS y generar mapeo YAML. Se activa con solicitudes como 'analiza las diapositivas,' 'analiza la estructura de diapositivas,' 'crea mapeo YAML,' etc. Realiza análisis semántico compatible con pptx-converter + asignación de marcadores de posición.
Habilidad que analiza la estructura de archivos PowerPoint (.pptx), generando información sobre diapositivas, formas y texto. Se activa con solicitudes como 'Analizar PPTX', 'Verificar estructura de plantilla', 'Inspeccionar elementos de diapositiva'.
Skill para crear gráficos y diagramas con matplotlib de Python. Compatible con salida PNG/PDF/SVG. Se activa con solicitudes como 'crear un gráfico', 'dibujar un diagrama', 'visualizar datos', 'matplotlib', etc.
Meta-habilidad para crear gráficos y figuras de calidad de publicación para envío a revistas. Se activa con solicitudes como 'Crear un gráfico para un artículo', 'Crear una figura para Nature', 'Visualización de calidad de publicación'.
Habilidad automatizada de revision de codigo compatible con TypeScript, JavaScript, Python, Go, Swift y Kotlin. Analisis de complejidad/riesgo de PR, deteccion de violaciones SOLID y code smells, y generacion de informes de revision. Se activa con solicitudes como 'revisar codigo', 'analizar PR', 'verificar calidad de codigo', 'informe de revision', etc.
Habilidad para obtener el conteo de filas/columnas, estimar tipos de datos, detectar valores faltantes y generar información estadística de columnas numéricas en archivos CSV. Se activa con solicitudes como 'analiza el CSV,' 'verifica el contenido del CSV,' 'muéstrame un resumen de los datos,' etc.
Configure Codex tooling for ai-agent-camp. Use when enabling MCP servers, installing repo hooks, or explaining tool-specific setup.
Skill para verificar automáticamente la calidad del audio de narración generado con ElevenLabs. Se activa con solicitudes como 'verificación de narración', 'verificación de audio', 'verificación de pronunciación', etc.
Habilidad para generar diagramas, infografías e ilustraciones visuales a partir de texto usando la API de Generación de Imágenes de Gemini. Se activa con solicitudes como 'crea un diagrama,' 'genera una infografía,' 'ilustra este proceso,' etc.
Habilidad de carga de video usando YouTube Data API v3. Soporta detección automática de Shorts, inserción automática de enlaces UTM y publicación programada. Se activa con 'Publicar en YouTube', 'Subir video', 'Publicar Shorts', etc.
Skill para crear notebooks marimo como archivos Python en el formato correcto. Se activa con solicitudes como 'crear un notebook marimo', 'notebook interactivo', 'notebook de Python', etc.
Habilidad para diseñar y optimizar secuencias de correo electrónico, campañas de goteo y correos escalonados. Se activa con solicitudes como 'diseña una secuencia de correo,' 'crea una campaña de goteo,' 'correo de bienvenida,' etc. Para onboarding dentro de la aplicación, consulte onboarding-cro.
Gestiona sesiones tmux de Claude Code en Lightsail vía SSH. Se activa con solicitudes como 'Verificar sesiones', 'Sincronizar PRs', 'Estado de tmux', etc.
Habilidad que genera automáticamente diagnósticos de errores o tutoriales de operación a partir de capturas de pantalla. Se activa con solicitudes como 'Analizar esta captura', 'Verificar el error de pantalla', 'Crear pasos de operación'.
Revisa la calidad de composiciones Remotion con una lista de verificación de 20 elementos. Se activa con solicitudes como 'revisión de video', 'motion review', 'verificación de calidad Remotion', etc.
Habilidad para enrutar comandos slash de ai-agent-camp en Codex. Se activa con solicitudes como 'ejecutar /start-0-1', 'quiero usar comandos slash', 'enrutamiento de comandos', 'usar comandos de Cursor', etc.
Habilidad para ejecutar comandos de utilidad y configuracion de ai-agent-camp en Codex. Se activa con solicitudes como 'ejecutar /guide', '/setup-api-key', 'comando de utilidad', 'usar utilidad de Cursor', etc.
Iterative skill tuning via execute-evaluate-improve feedback loop. Uses ccw cli Claude to execute skill, Gemini to evaluate quality, and Agent to apply improvements. Iterates until quality threshold or max iterations. Triggers on "skill iter tune", "iterative skill tuning", "tune skill".
Unified team skill for tech debt identification and remediation. Scans codebase for tech debt, assesses severity, plans and executes fixes with validation. Uses team-worker agent architecture with roles/ for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team tech debt".
Unified team skill for code review. 3-role pipeline: scanner, reviewer, fixer. Triggers on team-review.
Unified team skill for testing team. Progressive test coverage through Generator-Critic loops, shared memory, and dynamic layer selection. Triggers on "team testing".
Lightweight session execution skill. Resumes existing team-coordinate sessions for pure execution via team-worker agents. No analysis, no role generation -- only loads and executes. Session path required. Triggers on "Team Executor".
Unified team skill for quality assurance. Full closed-loop QA combining issue discovery and software testing. Triggers on "team quality-assurance", "team qa".
Use when exploring ideas, evaluating approaches, or needing multi-perspective analysis before implementation
Use when a topic needs structured multi-dimensional investigation before planning or decision-making
Show project dashboard with progress and next steps
Use after execution to evaluate code quality across correctness, security, performance, and architecture
Extract design patterns from code into specs and wiki
Retrospective of git activity and decision quality
Refresh codebase docs from recent changes
Create, query, update, close, and link issues
Use when creating, revising, or verifying an execution plan for a phase or task
Manage editing boundary restrictions