Fix a bug or missing feature using TDD — write failing test first, then fix, refactor, verify, beautify. Use when a bug is discovered or a feature doesn't work as expected.

Application Lifecycle Management for Power Platform. Use when: setting up CI/CD pipelines, GitHub Actions, solution deployment, environment variables, connection references, managed solutions, Power Platform Pipelines, pac solution sync, deployment settings.

Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps. USE FOR: aspire start, aspire stop, start aspire app, aspire describe, list aspire integrations, debug aspire issues, view aspire logs, add aspire resource, aspire dashboard, update aspire apphost. DO NOT USE FOR: non-Aspire .NET apps (use dotnet CLI), container-only deployments (use docker/podman), Azure deployment after local testing (use azure-deploy skill). INVOKES: Aspire CLI commands (aspire start, aspire describe, aspire otel logs, aspire docs search, aspire add), bash. FOR SINGLE OPERATIONS: Use Aspire CLI commands directly for quick resource status or doc lookups.

Interview the user relentlessly about a plan, design, strategy, or decision until reaching shared understanding. Walks down each branch of the decision tree, resolving dependencies one-by-one. Use when user wants to stress-test a plan, get grilled on a design, deep-dive into a phase, or clarify a complex decision — works for both technical and non-technical topics.

Evolve SDK development for TypeScript and Python. Use when building applications with Evolve to run AI agents (Claude, Codex, Gemini, Qwen, Kimi, OpenCode) in secure sandboxes. Triggers: (1) Creating Evolve applications, (2) Configuring agents with skills, Composio, MCP servers, (3) Using Swarm abstractions (map, filter, reduce, bestOf/best_of, verify), (4) Building Pipelines, (5) Structured output with schemas, (6) Session management, streaming, observability, (7) Checkpointing, storage & StorageClient, (8) Cost tracking (per-run and per-session spend), (9) Historical sessions & trace download via sessions() client.

Use when running e2e tests, debugging test failures, or fixing flaky tests. Covers failure taxonomy, fix rules, and workflow. Never changes source code logic or API without spec backing.

Use when checking deployment health, investigating errors, reading logs, or working with Tiltfiles. Queries Tilt resource status, logs, and manages dev environments.

Use this skill to help developers interact with the Content Island Client API using only the official documentation. Do not infer or invent any API behavior.

Interactive guided tour of all available AI coding skills with live demos. Walks through headline capabilities, offers try-it-now demos, discovers repo-specific tools, and provides a cheat sheet reference. Triggers on what can you do, show skills, skill tour, available tools, capabilities, what skills.

Expert Domain-Driven Design (DDD) implementation including bounded contexts, ubiquitous language, aggregates, repositories, domain events, and strategic DDD patterns

Expert command-line interface development including argument parsing, subcommands, interactive prompts, and CLI best practices

Expert terminal user interface development including interactive console applications, cross-platform TUI libraries, and responsive terminal layouts

Expert BMAD (Breakthrough Method for Agile AI-Driven Development) implementation including role-based agent specialization, structured workflows, living artifacts, and scale-adaptive processes

Manage releases for Python projects. Use when user asks to release, bump version, tag, publish to PyPI, or monitor release workflows. Also use for /release.

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Creates Pulumi infrastructure-as-code projects in Go, configures OIDC authentication, integrates with Pulumi ESC for centralized secrets and configuration management, and builds multi-language component resources. Use when setting up Pulumi Go projects, writing infrastructure code with Go, configuring OIDC for Pulumi, using Pulumi ESC with Go, automating cloud infrastructure with Golang, creating reusable Pulumi components in Go, or working with pulumi-go-provider. Also use when the user mentions Pulumi with Go/Golang, AWS/Azure/GCP infrastructure in Go, or Go-based ComponentResource patterns.

Writing style guide for technical content, social media, blog posts, READMEs, git commits, and developer documentation. Optimized to avoid AI detection patterns. Use when writing any content beyond code.

Hugo template development skill for InfluxData docs-v2. Enforces proper build and runtime testing to catch template errors that build-only validation misses.

Optionally checks, then commits code to the current or a new feature branch.

'Complete plugin development workflow: build, test, icon, troubleshoot, and setup. Use when the user wants to build a plugin, create a plugin, troubleshoot issues, add icons, or install/configure plugins. Triggers on: build plugin, create plugin, develop plugin, new plugin, plugin icon, troubleshoot, debug, setup plugin, install plugin.'

Your task is to make ONE improvement to the codebase by fixing a random thing about the codebase (eg, normally a FIXME).

'Discover what exists in a Pikku project — functions, tags, middleware, permissions, HTTP routes, channels, schedulers, queues, and more. Use when you need to understand the project structure, find existing functions, or check what middleware and permissions are defined.

Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment. Conducts systematic investigation across architecture, authentication, file connections, deployment, CI/CD, and stability.

The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation. It provides automated mesh generation, quality assessment, optimization, and integration with engineer...

name: frontend-design

pm agent

Use when working with gRPC services, protobuf definitions, Protocol Buffers, streaming RPCs, interceptors, or gRPC client configuration in .NET. Provides domain-specific rules layered on top of base architectural standards.

End-of-session wrap-up. Updates docs, runs lint/tests, builds productivity report, and commits — all aligned with Documents/Process/DefinitionOfDone.md. Use as the last step before opening a PR.

설계를 순서가 있고 원자적이며 독립적으로 검증 가능한 태스크 단위로 분해합니다.

Create a release for CodeCompress following Gitflow conventions, Semantic Versioning, and .NET version management. Handles version bumps in Directory.Build.props, CHANGELOG generation, and PR creation.

Systematisch Dart-Treffer-Videos und Ground-Truth-Daten aufnehmen, um die Single-Cam Dart-Erkennung zu verbessern.

Collect and validate AI-generated images from a specific generator for FSD forensic detector training. Use when the user wants to curate, scrape, or build a dataset of AI-generated images from a specific generator (e.g. grok, gemini, gpt_image_1, midjourney, nano_banana_1_2). Handles source research, scraping from Civitai/Twitter/Reddit/Higgsfield, multi-stage validation (JoyCaption + structural + FSD), and quality assurance. Invoke with /curate <generator_name>.

Diagnose and manage degradation in CdS/CdTe solar cells under stress conditions. Use when evaluating CdTe cell stability, diagnosing Voc loss, analyzing back contact issues, planning accelerated lifetime testing, or investigating copper-related degradation in CdTe devices.

Generate concise, well-structured feature requirement documents for the Programming Stories Dashboard project. Use this skill whenever the user wants to plan, spec out, define, or document a new feature, enhancement, or change to the Programming Stories Dashboard — including changes to HackerNewsScraperService, ProgrammingStoriesApi, the Kafka pipeline, filtering logic, API endpoints, the in-memory store, or the Angular frontend integration. Trigger when the user says things like 'I want to add...', 'let's build...', 'I'm thinking of a feature...', 'write up requirements for...', or 'help me spec out...'. The output is a focused requirements doc purpose-built for handing to Claude Code in Plan mode.

'Sub-skill of brand-guidelines: Style Characteristics (+1).'

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Draft email and tweet for a new blog post. Reads the latest post from campedersen.com, generates Kit.com broadcast copy and a tweet, ready to paste.

MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows

Search and summarize arxiv papers. Use when asked about papers, research topics, or specific arxiv IDs.

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Quick-fix mode for small targeted changes

Position in workflow: v0.7 Epic Scoping → **v0.7 Test Planning** → v0.7 Implementation Loop

Run Playwright smoke tests for Denser blog application. Executes 15 tests (SMOKE-01 to SMOKE-15) against configurable environment (production, dev, or localhost) with retry support (max 3 attempts per failing test). Supports headed (visible browser) and headless modes. Collects artifacts (screenshots, trace.zip) on failures and generates HTML report. Use when testing blog functionality, verifying deployments, checking UI/API consistency, or when user requests smoke tests, playwright tests, or blog testing.

End-to-end smoke test of all MemCan MCP endpoints. Creates, searches, updates, deletes memories and checks logs. Use when verifying MemCan installation or after upgrades.

Запустити всі OLX тести з coverage звітом

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Build the project (all modules or specific service) and run test suites. Reports build status, test results, and coverage.

Test a Rust solution file against LeetCode's test cases (project)

GLAPI backend development guide for Next.js + TRPC + Drizzle ORM + PostgreSQL + Clerk. TRPC for internal type-safety, REST API exposure via OpenAPI. Covers layered architecture (routers → services → Drizzle), dual TRPC/REST endpoints, Clerk authentication, and testing strategies.