Use when the Apple setup flow needs to map project needs to inventory-backed skills or subagents and install or copy only the confirmed missing capabilities.

Use when bootstrapping or standardizing an Apple platform workspace end to end and you need the full setup flow orchestrated across discovery, interview, workspace selection, capability install, config, artifacts, AGENTS guidance, and verification.

Use when the Apple setup flow needs to verify the final setup contract, validate plugin and skill metadata, and summarize configured versus pending items at the end of the run.

Use when the Apple setup flow needs to choose or confirm SPM versus Xcode, native versus XcodeGen, and the required tool prerequisites for the selected workspace shape.

Time-to-event analysis for cancer clinical data. Covers Kaplan-Meier, Cox proportional hazards, competing risks, restricted mean survival time, and optimal cutpoint selection using the survival, ggsur

When implementing or consuming APIs that span multiple repositories, ensure type safety and contract adherence by working with locally available contract definitions.

Integrate M-Pesa, Orange Money, Wave, and MTN MoMo payment APIs with proper error handling, reconciliation, and multi-operator patterns.

Guide French personal income tax (IR) — tax brackets, deductions, credits, micro-entrepreneur, rental income, capital gains, crypto, and family quotient.

Use when brainstorming new features, making architectural decisions, evaluating technical tradeoffs, or documenting decisions as ADRs - before any implementation planning or coding begins

No.JS is an HTML-first reactive framework with zero dependencies that replaces JavaScript with declarative HTML attributes. CSP-compliant via a custom expression parser (no eval). Include one `<script

Use this skill when working with RecallSync. Triggers when user mentions RecallSync or imports from it.

Create work items in Plane Cloud (app.plane.so) through the public REST API.

Run the DesignVault `/design` lane for gameplay, UX, economy, AI, content, or feature work that is not yet stable enough to implement. Use when Codex needs to read current wiki truth, grill for missing decisions, converge a design into longform plus updated wiki truth, and finish with one executable implementation plan.

Plan DesignVault UI implementation boundaries so logic lives in implementation while visual style remains editable for later design polish. Use when Codex needs UI workflow guidance, handoff-ready surface rules, or editability constraints that prevent hardcoding final presentation in code.

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Ship Ceratops or other local Codex skill changes from the runtime checkout's staged `release/*` branch through GitHub and back to the installed runtime on `main`. Use when Codex should validate staged skill changes, confirm the runtime checkout is on the intended release branch, publish the batch through GitHub, then restore the runtime checkout and installed skills to synced `main`.

Process Dependabot, Renovate, security, and manual dependency update work through GitHub with Ceratops defaults, using scripted live repo and PR checks before merge decisions.

Create a copy-paste prompt for moving a whole task into a new thread. Use when Codex should compress the goal, current confirmed state, critical refs, and next step without re-auditing the whole task.

Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature.

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration.

Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.

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Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.

Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.

Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures.

Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.

Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Google's Material Design guidelines.

Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Apple's design principles.

Use Codex (CLI + AppServer) as the full agent provider — planning, tool orchestration, native compaction, MCP tools, session resume — in place of the Claude Agent SDK. ChatGPT subscription or OPENAI_API_KEY. Per-group via agent_provider. Distinct from using OpenAI as an MCP tool (where Claude remains the planner).

Add Matrix channel integration via Chat SDK. Works with any Matrix homeserver.

Adds Parallel AI MCP integration to NanoClaw for advanced web research capabilities.

Add Vercel deployment capability to NanoClaw agents. Installs the Vercel CLI in agent containers and sets up OneCLI credential injection for api.vercel.com. Use when the user wants agents to deploy web applications to Vercel.

Add WeChat (personal) channel integration via Tencent's official iLink Bot API. Uses long-polling and QR scan — no webhook, no ToS risk, no paid token.

Add WhatsApp Business Cloud API channel via Chat SDK. Official Meta API.

Guide the user through migrating their OpenClaw installation to NanoClaw. This is a conversation, not a batch job. Read OpenClaw state, discuss it with the user, make judgment calls together about wha

Customize your own agent — add capabilities, install packages, add MCP servers, edit code or CLAUDE.md. Use when the user asks you to add a feature, install a tool, or modify how you work. For non-trivial code changes, delegate to a builder agent via create_agent.

Deploy apps to Vercel. Use when asked to deploy, ship, or publish a web application, or manage Vercel projects, domains, and environment variables.

Introduce yourself to a newly connected channel. Triggered automatically when a channel is first wired. Send a friendly greeting and brief overview of what you can do.

Sistema de planificación basado en archivos estilo Manus para organizar y rastrear el progreso de tareas complejas. Crea task_plan.md, findings.md y progress.md. Cuando el usuario solicita planificación, desglose u organización de proyectos multipaso, tareas de investigación o trabajos que requieren más de 5 llamadas a herramientas. Soporta recuperación automática de sesión tras /clear. Palabras clave: planificación de tareas, planificación de proyecto, crear plan de trabajo, analizar tareas, organizar proyecto, seguimiento de progreso, planificación multipaso, ayúdame a planificar, desglosar proyecto

How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.