Use when improving the Chokobot admin operational flow, especially dashboard usability, process tracking, handoff clarity, table-to-detail journeys, action priority, and operator-facing workflow design in the modern Next.js admin.

Use when auditing or repairing a specific podcast with recurring transcript quality issues such as inconsistent speaker labels, generic guest names, language mismatches, duplicate translations, or episodes that need source recovery before repolish.

Refactor code structure while preserving behavior, filling test gaps as needed

Run the Firegame catann test workflow (start dev server, run test script, and collect screenshots/logs).

Use when refactoring JavaScript or TypeScript for readability, maintainability, and type safety. Triggers on nested ternaries, repeated branching over string ids, duplicated UI metadata, large render branches, lookup-table refactors, and efforts to codify industry coding best practices.

GitHub Repository Manager & DevOps Specialist (Gage). Use for repository operations, version management, CI/CD, quality gates, and GitHub push operations. ONLY agent authorized...

Set up or refine open-source .NET code-quality gates for CI: formatting, `.editorconfig`, SDK analyzers, third-party analyzers, coverage, mutation testing, architecture tests, and security scanning. Use when a .NET repo needs an explicit quality stack in `AGENTS.md`, docs, or pipeline YAML.

Work on the .NET solution for SphereIntegrationHub. Use this when editing services, components, JSON data, or tests.

Keep ICN gateway API behavior, exported OpenAPI spec, and generated TypeScript SDK types in sync. Use when modifying icn-gateway routes, request/response models, auth behavior, or any API shape that can cause OpenAPI/SDK drift.

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ALWAYS as the default agent. Imperator is the first point of contact for EVERY request. Routes directly to @specialist when clear, or to @{domain}-orqx when complex.

Verify that a change really works before you claim completion

Use this skill when editing src/parsers, src/instruments, src/domain, or parser-backed normalization code and tests. Trigger on tasks involving trace export parsing, normalization, ranking inputs, adapter contracts, or schema stability. Do not use for unrelated CLI or documentation-only changes.

QA engineer for test automation and coverage. Use when the user asks to talk to Quinn or requests the QA engineer.

Use when working on nex-editor architecture or implementation, especially the Rust editor core, runtime facade, WASM bridge, browser playground, or cross-platform rendering protocol.

Test-driven development workflow with test generation, coverage analysis, and multi-framework support

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academic-search

Fuzzing for finding edge cases and crashes

Use MCP without installing

Automated security scanning for dependencies, code, containers with Trivy, Snyk, npm audit. Use for CI/CD security gates, pre-deployment audits, compliance requirements, or encountering CVE detection, outdated packages, license compliance, SBOM generation errors.

Maintain the Station Terraform module itself (not test authoring). Use this skill whenever the user asks to add, change, refactor, or troubleshoot Station module behavior in root *.tf files or child module folders (application/, group/, user_assigned_identity/, hashicorp/tfe/), update variables/outputs/validations, or adjust provider/resource wiring for module consumers.

ML pipeline orchestrator — single entry point for ML-related tasks. Coordinates ML Engineer (analysis, modeling, recommendations), SRE Engineer (production data extraction), and Product Manager (task formulation). Domain context from CLAUDE.md. MVP flow: define data requirements → extract from prod → analyze → model → recommend → feature plan.

Initialize a new repository with standard scaffolding - git, gitignore, CLAUDE.md, justfile, mise, and beads. Use when starting a new project or setting up an existing repo for Claude Code workflows.

Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology) with theory + practice workflow. Use when: (1) User requests domain-specific tutorials, (2) File names match [number]-[topic].rmd pattern, (3) Keywords: TreeAge, CEA, text mining, wavelet, VMD, DLNM, WQS, BKMR.

Performing a web app pentest for sof comanpym and task y iwth testing the lastest of their social network web app.

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Development workflow orchestration for task-driven development with atomic commits, conventional commit messages, and systematic release processes. Enforces task traceability, branch discipline, smart test scope selection, and GitHub Actions integration. Use when committing code, creating releases, managing branches, or following contribution protocols. Triggers on commit operations, release preparation, or workflow compliance needs.

Automates interactions for Apple-platform apps (iOS, tvOS, macOS) and Android devices. Use when navigating apps, taking snapshots/screenshots, tapping, typing, scrolling, extracting UI info, or collecting logs, network inspection, and perf snapshots across mobile, TV, and desktop targets.

Manage changes to the R2 transfer pipeline (Python service, Cloudflare Workers, PHP logger) with mandatory validations, allowlists, and regression checks.

AI辅助需求分析与设计规范生成，强调多代理编排、结构化产物和质量门禁。

INVOKE THIS SKILL when creating, running, or analyzing Arize experiments. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI.

'Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.'

'A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that has a live REPL that the agent can use. Adapt the prompt with any specific reminders in your workflow and/or workspace.'

Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.

'Get best practices for NUnit unit testing, including data-driven tests'

'Get best practices for TUnit unit testing, including data-driven tests'

'Generate a complete MCP server project in C# with tools, prompts, and proper configuration'

'Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations'

'Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with deterministic seed data that validate behavior consistency across both database systems. Use when creating integration tests for a migrated project, generating test coverage for data access layers, or writing Oracle-to-PostgreSQL migration validation tests.'

'Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify repositories, DAOs, and service layers that interact with the database, then produces a structured testing plan. Use when planning integration test coverage for a migrated project, identifying which data access methods need tests, or preparing for Oracle-to-PostgreSQL migration validation.'

'Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions. Creates the test project, transaction-rollback base class, and seed data manager. Use when setting up test infrastructure before writing migration integration tests, or when a test project is needed for Oracle-to-PostgreSQL validation.'

'Generates comprehensive, workable unit tests for any programming language using a multi-agent pipeline. Use when asked to generate tests, write unit tests, improve test coverage, add test coverage, create test files, or test a codebase. Supports C#, TypeScript, JavaScript, Python, Go, Rust, Java, and more. Orchestrates research, planning, and implementation phases to produce tests that compile, pass, and follow project conventions.'

'Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.'

'Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.'

Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams.

'Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.'