Implement idempotent API operations to safely handle retries and prevent duplicate processing. Use when building payment APIs, order systems, or any operation that must not be executed twice.

Use when cataloging technical debt under time pressure and tempted to explain choices instead of delivering document - enforces execution discipline with scoped delivery patterns for partial catalogs

Implement identity and access management. Use when designing authentication, authorization, or user management. Covers OAuth2, OIDC, and RBAC.

Use to match accounts, contacts, and opportunities across enrichment

ieasyhydro-sdk

> *Three maximally polarizing yet topos-compatible directions of the ies collective mind*

Connect apps and automate workflows with simple applets.

ISA-95 equipment hierarchy for IIoT asset modeling. Enterprise → Site → Area → Line → Cell → Equipment → Sensor.

Image manipulation using ImageMagick command-line tools for resizing, converting, optimizing, and batch processing

AI image generation using Pollinations.ai with Stable Horde fallback - FREE with no API key required. Use when generating hero images, icons, logos, illustrations, mockups, or any visual assets for websites and apps. Covers product shots, avatars, placeholders, and social media images with professional quality.

Image decoding, encoding, and manipulation using the `image` crate

imessage-tone

Send and read iMessages/SMS from macOS. Use for texting contacts, scheduling services, or automating message-based workflows. Triggers on queries about texting, messaging, SMS, iMessage, or contacting someone via text.

---name: immune-checkpoint-combination-agent

Implementar routers e schemas da API em api/. Use quando criar endpoint, rota, schema de request/response, ou registrar router.

Implementar entidades de domínio em domain/entities/. Use quando criar entity, modelo de domínio, ou estrutura de dados core.

Implementar clientes de infraestrutura em infrastructure/. Use quando criar client externo, configuração, integração LLM, tracing, ou conexão com serviços fora do synth-lab.

Implementar repositórios de acesso a dados em repositories/. Use quando criar repository, acesso a banco, queries SQL, ou persistência.

Implementar serviços de lógica de negócio em services/. Use quando criar service, lógica de negócio, orquestração de repositórios, ou integração com LLM.

Create interactive algebra tiles manipulatives using p5.js where students drag tiles and see cancellations when opposites overlap.

Step-by-step guide for implementing circuit breakers to protect against unstable dependencies following resilience patterns.

Step-by-step guide for implementing CQRS pattern with separate read/write models, projections, and event-driven view updates.

Step-by-step guide for implementing DDD aggregates following patterns with Clean Architecture.

Step-by-step guide for implementing event sourcing with event store, aggregate replay, snapshots, projections, and schema evolution.

implement-issue

Implement a new handler and attach to the oRPC router

Guides you through implementing a research paper step-by-step from scratch. Use when asked to implement a paper, code up a paper, reproduce research results, or build a model from a paper. Focuses on building understanding through implementation with checkpoint questions.

Plan and implement Stage 6 Playlists with CRUD endpoints, track management, and reordering (plan)

Step-by-step guide for implementing orchestrated sagas with state machines and compensating actions.

Step-by-step guide for implementing stateless services and idempotent operations following patterns.

Execute the implementation plan for a ticket. Follow the plan step by step, then close the ticket when done.

Plan and implement Stage 5 Track Management with CRUD endpoints, soft-delete, and lifecycle worker (plan)

Step-by-step guide for implementing DDD Value Objects with immutability and validation.

'Provides detailed guidance on how to implement a single plan step while adhering to architecture and quality standards.'

Crée un plan d'implémentation détaillé basé sur les requirements et l'analyse du code. Utiliser après l'étape Explain, quand on a besoin de structurer le travail de développement, ou avant de commencer à coder.

Creates concise, executable implementation plans for solo developer working with AI agents. Validates assumptions, avoids timelines, focuses on actionable steps with clear human/AI delegation.

Performs implementation in the chain and records completion state and changed files in analysisContext. Use during implementation.

Implementation Safety

- skill_name: implementation-verifier

Guidelines to create/update a new mode for PostHog AI agent. Modes are a way to limit what tools, prompts, and prompt injections are applied and under what conditions. Achieve better results using your plan mode.

Implement role-based (RBAC) and attribute-based (ABAC) access control in Go using Casbin. Covers model configuration, GORM adapters, Chi/gRPC middleware, and production patterns. Use when implementing authorization in Go services.

Implement and maintain compliance with SOC 2, HIPAA, PCI-DSS, and GDPR using unified control mapping, policy-as-code enforcement, and automated evidence collection. Use when building systems requiring regulatory compliance, implementing security controls across multiple frameworks, or automating audit preparation.

Implements navigation patterns and routing for both frontend (React/TS) and backend (Python) including menus, tabs, breadcrumbs, client-side routing, and server-side route configuration. Use when building navigation systems or setting up routing.

Teach parallel routes and slot patterns in Next.js 16. Use when implementing parallel routes, working with @slot syntax, or encountering missing default.tsx errors.

Implements Pub-Sub patterns using System.Reactive and Channels for event-based communication in .NET. Use when building reactive applications or decoupled event-driven architectures.

This skill provides automated assistance for real user monitoring tasks.

Implementing Supabase realtime subscriptions and live updates for StickerNest. Use when the user asks to add realtime, live updates, presence, subscriptions, postgres_changes, broadcast channels, or sync data across tabs/devices. Covers Supabase Realtime, EventBus integration, and subscription lifecycle.

Logic for constructing Appwrite queries to filter tours. Use when building the search sidebar or search bar.

Teaches Server Actions in React 19 for form handling and data mutations. Use when implementing forms, mutations, or server-side logic. Server Actions are async functions marked with 'use server'.