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Remove watermarks from Gemini-generated images

Use when outcome is categorical or count. Triggers on logit, probit, ordered probit, multinomial logit, Poisson, negative binomial, count data.

Use when estimating causal effects with Propensity Score Matching. Triggers on PSM, propensity score, matching, ATT, ATE, selection on observables, nearest neighbor, caliper, kernel matching, Mahalanobis distance.

Use when estimating causal effects using Regression Discontinuity designs. Triggers on RD, regression discontinuity, sharp RD, fuzzy RD, cutoff, threshold, running variable, bandwidth, discontinuity.

Set up and validate the causal inference ML environment with Python, R, and optional Stata integration

Use for guidance on writing economics research papers. Triggers on paper writing, abstract, introduction, results section, tables, figures, AER style, academic writing, journal submission, referee response, literature review, methodology section.

Use when estimating causal effects with Double/Debiased Machine Learning. Triggers on DDML, double machine learning, debiased, cross-fitting, Chernozhukov, high-dimensional, partially linear, PLR, IRM, orthogonal score.

Use for Bayesian inference in econometric models. Triggers on Bayesian, prior, posterior, MCMC, Stan, PyMC, credible interval, hierarchical model.

표준 RNBT 컴포넌트를 생성합니다. 페이지가 GlobalDataPublisher로 데이터를 제어합니다.

인라인 SVG HTML을 상태 기반 동적 컴포넌트로 변환합니다. CSS 변수로 색상을 제어하고 런타임 API를 제공합니다.

Figma 디자인을 인라인 SVG가 포함된 정적 HTML/CSS로 변환합니다. 런타임에서 색상 제어가 필요한 심볼/아이콘용입니다. Use when converting Figma SVG designs to inline SVG HTML for runtime color control, symbol state components, or icon theming.

Creates new Claude Code skills following Anthropic best practices. Use when authoring new skills, writing SKILL.md files, or setting up skill directory structures.

Fetch and display all tasks from the backend with optional filtering by status, type, or domain.

Task API integration for fetching task data and updating status from Convex backend. Used by /task-dev command to load task context.

Validate that all acceptance criteria are met after implementation. Part of the QA loop in the autonomous build pipeline.

Create and manage Agent Skills with the Taito CLI. Use when writing SKILL.md files, making skills customizable, installing skills from GitHub, or converting standard skills to customizable ones. Covers the Agent Skills specification, EJS templates, and skill.config.toml format.

Build and maintain a fully synchronized bilingual application (EN / ES) with strict enforcement.

Task management CLI for tracking and managing feature subtasks with status, dependencies, and validation

Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage. Use when asked to clean up a SwiftUI view’s layout/ordering, handle view models safely (non-optional when possible), or standardize how dependencies and @Observable state are initialized and passed.

Guidance for working with Point-Free SQLiteData in Maxwell (data layer, repositories, and future CloudKit sync). Use when implementing or reviewing persistence and SQLiteData models.

Creates new AI agent skills following the project workflow architecture. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.

This skill should be used when the user asks about "Ralph", "autonomous coding loop", "writing user stories for Ralph", "PRD structure", "prd.json format", "progress.txt format", or needs guidance on making Ralph iterations more effective.

Debugs Kubernetes resource quota and limit issues including ResourceQuota exceeded, LimitRange violations, OOMKilled due to memory limits, and CPU throttling. Use when hitting quota limits, container resource constraint errors, or capacity issues.

Debugs Kubernetes networking issues including Service connectivity, DNS resolution, Ingress routing, Endpoints, and NetworkPolicy. Use when services are unreachable, DNS fails, ingress not routing, or network connectivity problems.

Debugs Kubernetes storage issues including PVC stuck in Pending, PV binding failures, volume mount errors, and StorageClass problems. Use when volumes fail to mount, PVCs not binding, or storage-related pod failures.

System health check (MOT) for skills, agents, hooks, and memory

Show full session token usage, costs, TLDR savings, and hook activity

Run code quality checks (lint, type check, tests). Use this after writing or modifying code to ensure quality.

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Standardize Next.js App Router API route implementations under src/app/api/** (auth/session, input validation, Drizzle queries, rate limiting, response shape). Use when creating or refactoring API routes in this repo.

Build procurement monitoring workflows for UK police forces using government APIs

Publish OpenWork DMG releases

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Prowler API patterns: JSON:API, RLS, RBAC, providers, Celery tasks. Trigger: When working in api/ on models/serializers/viewsets/filters/tasks involving tenant isolation (RLS), RBAC, JSON:API, or provider lifecycle.

John Carmack-level implementation review via RepoPrompt or Codex. Use when reviewing code changes, PRs, or implementations. Triggers on /flow-next:impl-review.

Interview user in-depth about an epic, task, or spec file to extract complete implementation details. Use when user wants to flesh out a spec, refine requirements, or clarify a feature before building. Triggers on /flow-next:interview with Flow IDs (fn-1, fn-1.2) or file paths.

Carmack-level plan review via RepoPrompt or Codex. Use when reviewing Flow epic specs or design docs. Triggers on /flow-next:plan-review.

Get current weather and forecast for Claygate, Surrey using Met Office DataHub API. Use when daily notes or briefings need weather data.

This skill provides complete Fountain screenplay format syntax reference. Covers title page, scene headings, action, character names, dialogue, transitions, notes, sections, and all special formatting elements.

Use when executing implementation plans with independent tasks in the current session

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Send macOS desktop notifications after completing tasks, making significant changes, or before requesting permission. Use for task completion, file modifications, test results, and major milestones.

This skill should be used when creating, editing, or debugging Mermaid diagrams. It provides comprehensive syntax references for all 20+ Mermaid diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and more. Use this skill when users ask for diagrams, visualizations, flowcharts, or any Mermaid-related assistance.

Deploy and manage applications on railway.com. Use when the user asks to deploy, host, or ship an app to Railway, add databases or services to Railway, configure Railway projects, or troubleshoot Railway deployments.

Use this skill when the user asks about calendar management - viewing events, scheduling meetings, checking availability, or managing appointments.

Use this skill when the user asks about email - reading, searching, sending, drafting, archiving, or managing emails.

Guide for designing effective MCP servers with agent-friendly tools. Use when creating a new MCP server, designing MCP tools, or improving existing MCP server architecture.

Create a new xmcp tool with schema, metadata, and handler. Use when the user wants to add a new tool to their xmcp project.

Design MCP resources to expose content for LLM consumption. Use when creating static or dynamic resources in xmcp.

Design MCP prompts to expose reusable prompt templates. Use when creating parameterized prompts in xmcp.

Debug MCP Engine sessions, workers, and gRPC communication issues. Use when troubleshooting MCP server lifecycle, worker registration, etcd coordination, or gRPC connectivity problems.

OAuth-first authentication patterns for staff applications. Covers Google/Microsoft OAuth setup, cookie separation, first-user admin pattern, and domain restriction. Use when: implementing login, OAuth, authentication, or user provisioning.

Validate integration points between components: database schema vs models, template inheritance, frontend dependencies. Use when: pre-deployment, after schema changes, debugging 500 errors, or before packaging.

Criação, edição e análise abrangente de documentos com suporte para alterações controladas, comentários, preservação de formatação e extração de texto. Quando o Claude precisar trabalhar com documentos profissionais (.docx files) para: (1) Criar novos documentos, (2) Modificar ou editar conteúdo, (3) Trabalhar com alterações controladas, (4) Adicionar comentários ou quaisquer outras tarefas de documentos

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Generate animated videos from static profile pictures using AI. Use when users want to animate images, create PFP videos, make meme videos, or turn portraits into short clips. Supports motion presets (nod, wave, wink) and custom prompts.

Use when implementing web animations, timeline sequencing, scroll-triggered animations, SVG animations, layout transitions, or using GSAP, ScrollTrigger, ScrollSmoother, SplitText, Flip, DrawSVG, MorphSVG, MotionPath, or @gsap/react useGSAP hook.

Apply Coding the Future with AI brand styling. Use this skill when the user asks to create branded content, apply brand colors, style documents with CTFAI branding, create presentations/websites/themes with company branding, or generate branded PDFs.

Create git commits for completed work with short, dense, structured messages

Create execution runbooks for weak orchestrator agents using 4-point planning process (oneshot workflow)

Sistema avançado para criar habilidades altamente efetivas para o Claude Code. Usar quando o usuário quiser: (1) Criar uma nova habilidade do zero, (2) Melhorar ou refatorar uma habilidade existente, (3) Analisar a qualidade de uma habilidade, (4) Entender como estruturar conhecimento procedural para agentes de inteligência artificial. Esta habilidade guia todo o processo desde a descoberta de requisitos até o empacotamento final.

Generate workflow skeleton files using the Output SDK CLI. Use when starting a new workflow, scaffolding project structure, or understanding the generated file layout.

Explore and discover your Canva account contents. Use this skill when the user wants to see what designs, folders, or assets they have. Lists designs with metadata, shows folder structure, displays account information. READ-ONLY operations - never modifies anything. Perfect for: "What's in my Canva?", "Show my designs", "List my folders", "Find design X".

Collaboration and comments skill for Canva designs. Use this skill when user wants to add comments, feedback, or collaborate on designs. Handles comment threads, replies, and task assignments. Preview API feature.

Manage team members and their platform credentials for multi-user outreach. Each team member can have their own authenticated accounts for LinkedIn, Twitter, Instagram, and Gmail. Use this skill when the user wants to add team members, configure platform accounts, or check team status.

Conversion copywriting formulas, headline templates, email copy patterns, landing page structures, CTA optimization, and writing style extraction. Activate for writing high-converting copy, crafting headlines, email campaigns, landing pages, or applying custom writing styles from assets/writing-styles/ directory.

Organize and manage folders in your Canva account. Use this skill when user wants to create folders, move designs between folders, rename folders, or organize their Canva project structure. Follows 3-mode workflow to prevent accidental moves or deletions. For viewing folder contents use canva-explorer first.

Use jupyter-cli for programmatic Jupyter notebook execution with persistent kernels. Invoke when working with .ipynb files, needing to run notebook cells, or managing Jupyter kernels.

Expert assistance for OpenTUI core development using the imperative API with vanilla TypeScript. Use for component creation, layout management, input handling, styling, animations, and debugging.

Expert guide for creating authentic, human-sounding content that avoids AI-generated writing patterns. Use when reviewing, editing, or creating content to ensure it sounds genuinely human and avoids AI detection markers.

Look up Devvit documentation and reference material exclusively from the reddit/devvit-docs repository. Use when the user asks a question about Devvit APIs, patterns, configuration, or examples and you need authoritative guidance.

Automating homelab infrastructure. Use when managing Proxmox VMs, containers, NAS mounts, or other homelab services.

Motion animation library for React - essential patterns for components, transitions, gestures, and performance. Trigger: When animating React components, motion, whileHover, whileTap, layout animations, transitions.

Query Unity Editor state via MCP. Get scene hierarchy, GameObject details, component values, and spatial analysis.

TDD workflow for ubo_app (Python 3.11): pytest + pytest-asyncio, reducer-first tests, service/worker tests with mocks, snapshot strategy, and when to run Docker vs on-device.

Architectural patterns for n8n workflows - webhook, API, database, AI agent, scheduled.

Use n8n-mcp MCP tools for node search, validation, templates, and workflow management.

Write n8n expressions with {{}} syntax, $json/$node variables, and webhook data access.

Configure n8n nodes with operation-aware property dependencies and required fields.

Use when needing workflow artifacts from PR - runs in subagent to find jobs with artifacts, returns gh commands to download them without consuming context

Meta-skill plugin that generates /atlas skills for any repository, providing AI-optimized codebase navigation plus spec-driven development workflows. Use when the user needs to understand a codebase structure, generate navigation aids, create implementation specs, or review code against documented patterns.

Archive outdated design documentation. Use when design docs are no longer relevant, have been superseded, or document deprecated features.

Generate status reports for design documentation. Use when creating documentation summaries, tracking progress, or preparing documentation reviews.

Full-text search across design documentation. Use when looking for specific topics, decisions, or patterns documented across design docs.

用于添加使用 Motion Vue（motion-v）的动画——提供动画组件 API、手势动画、滚动关联效果、布局过渡和适用于 Vue 3/Nuxt 的组合式函数

Read and search Nacos configuration files via HTTP API. Use when Claude needs to: (1) View all configuration files in a Nacos namespace, (2) Read the content of specific configuration files (e.g., application-local.yml), (3) Search for configurations by dataId or group name, (4) Work with Nacos configuration management system. Supports customizable namespace IDs, group names, and Nacos server URLs.

Connect to MySQL databases to inspect schemas, explore table structures, and execute queries. Use when Claude needs to: (1) View all databases or tables in a MySQL instance, (2) Examine table structure including columns, data types, indexes, and foreign keys, (3) Execute SELECT queries to retrieve data, (4) Understand database schema and relationships. Works with configuration files for secure credential management.

CLEO canonical documentation synchronization and drift detection. Use when: (1) Adding new commands or features to CLEO, (2) Before releases to verify docs are current, (3) After noticing documentation inconsistencies, (4) Periodic maintenance checks, (5) User reports "command not documented" or "docs outdated". Monitors: README.md, COMMANDS-INDEX.json, TODO_Task_Management.md, CLEO-UNIFIED-VISION.md, ORCHESTRATOR-VISION.md

Helps create, debug, and deploy Azure Functions using the Python v2 programming model. Use this skill when working with HTTP triggers, MCP triggers, timer triggers, or any Azure Functions development including local testing with func start and Azurite.

Initialize a project for Flight Control. Creates flight_operations directory with methodology reference and artifact configuration. Run before using /mission, /flight, /leg, or /flight-review on a new project.

Converts creature stat blocks from other TTRPG systems (D&D 5e, Numenera, Pathfinder 2e, etc.) to Daggerheart adversaries. Use when the user provides an image or text of a stat block and wants it converted to Daggerheart format. Handles all creature types and includes loot.

审计生成内容的质量与合规性，确保严苛的词典覆盖率（100%全量单词）和字段规范性。

一种测试驱动开发 (TDD) 的工作流，用于在编写功能代码之前编写测试，确保代码 quality，减少缺陷，并创建一套稳健的自动化回归测试。

Post content to Xiaohongshu (Little Red Book / RED). Supports posting images with title and content. Uses Chrome CDP automation. Supports Traditional Chinese.

Better Auth authentication. Use for auth, login, logout, session, user, signup, register, protect, middleware, password, oauth, social

Use createServerFn for RPC-style functions. Use when writing server functions with validators, middleware chains, or form action handlers.

Slim a Seurat object by removing scale data (Seurat v4 scale.data or Seurat v5 scale* layers) to reduce file size. Use when processing a single Seurat .rds or .qs file and you need to strip scaling data across all assays.

Build metacells (metacell aggregation) from single-cell RNA-seq AnnData (.h5ad) using the metacells divide-and-conquer pipeline. Use when constructing metacell objects, choosing metacell size, propagating group annotations, or visualizing metacell embeddings from scRNA-seq data.