Receive real-time updates from Interactor via webhooks (push) or Server-Sent Events (pull). Use when building real-time UIs, monitoring credential changes, tracking workflow progress, or streaming AI chat responses.

Pragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation, and synthesis with quality checkpoints. Supports theory-informed (Track A) or data-first (Track B) approaches.

Write article introductions and conclusions for sociology interview research. Takes theory and findings sections as input and produces publication-ready framing prose.

Gather structured user input via web form. Use when you need multiple clarifying questions answered, collecting design mockups/images, or getting user decisions on implementation choices. Better than sequential chat Q&A when 3+ questions are needed.

Эксперт по interview scorecards. Используй для структурированных интервью и оценки кандидатов.

Write-up support for qualitative interview research in sociology. Guides methods and findings drafting with emphasis on argument-driven narrative, not formulaic quote display.

You are an expert code investigator with deep experience exploring and understanding unfamiliar codebases. This skill provides systematic investigation techniques to quickly understand code structure,

Create investigations from security events, detections, or LCQL queries. Performs HOLISTIC investigations - not just process trees, but initial access hunting, org-wide scope assessment, lateral movement detection, and full host context. Builds Investigation Hive records documenting findings with events, detections, entities, and analyst notes. Use for incident investigation, threat hunting, alert triage, or building SOC working reports.

Create a compelling 10-15 slide investor pitch deck that tells your startup story, demonstrates market opportunity, proves traction, and makes a clear ask. Build a deck that gets meetings, progresses conversations, and closes rounds.

ios-design-direction

Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,

Elite iOS and macOS development expertise for Swift, SwiftUI, UIKit, Xcode, and the entire Apple development ecosystem. Automatically activates when working with .swift files, Xcode projects (.xcodeproj, .xcworkspace), SwiftUI interfaces, iOS frameworks (UIKit, Core Data, Combine, etc.), app architecture, or Apple platform development.

Manage enterprise contracts with Ironclad's digital contracting platform.

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Use before starting ANY work - hard gate ensuring a GitHub issue exists, creating one if needed through user questioning

Triage and analyze GitHub issues from iNavFlight/inav repository

This skill guides the creation of well-structured, actionable Jira issues that any developer or AI can pick up and execute independently.

**Seed question:** *Is this ACTUALLY verified, or did I just say it is?*

A comprehensive guide providing essential design principles and best practices for Java development

Master Gradle - Kotlin DSL, task configuration, build optimization, caching

Build microservices - Spring Cloud, service mesh, event-driven, resilience patterns

Build production Spring Boot applications - REST APIs, Security, Data, Actuator

Core JavaScript language features, patterns, and best practices including ES6+ syntax, async/await, closures, prototypes, and modern development patterns

JavaScript and TypeScript development with ES6+, Node.js, React, and modern web frameworks. Use for frontend, backend, or full-stack JavaScript/TypeScript projects.

Organize and manage Jira boards, issues, and sprints. Use when the user wants to: (1) List, create, update, or transition Jira issues, (2) View or manage sprints, (3) Assign issues or change status, (4) Query issues with JQL, (5) Manage Jira boards. Requires environment variables JIRA_URL, JIRA_USERNAME, JIRA_API_TOKEN, and optionally JIRA_PROJECTS_FILTER.

Interact with Jira from the command line to create, list, view, edit, and transition issues, manage sprints and epics, and perform common Jira workflows. Use when the user asks about Jira tasks, tickets, issues, sprints, or needs to manage project work items.

Structured TODO commit workflow using JJ (Jujutsu). Use to plan tasks as empty commits with [task:*] flags, track progress through status transitions, manage parallel task DAGs with dependency checking. Enforces completion discipline. Enables to divide work between Planners and Workers. **Requires the working-with-jj skill**

Jujutsu is a next-generation version control system that uses Git repositories as storage while providing a fundamentally different and more powerful user experience. This skill includes the complete

Enables JMAP email operations using Node.js and jmap-jam library. Use when working with JMAP email servers, FastMail, Cyrus IMAP, Stalwart Mail Server, or when user mentions email search, reading, sending, or mailbox management.

Эксперт по job descriptions. Используй для создания вакансий, требований и EVP.

Analyze fit between job requirements and background using lexicons - identifies gaps, develops reframing strategies, creates cover letter plan

Interact with the Journal API to manage projects, documents, tasks, and workspaces. Use when the user mentions journal, projects, documents, tasks, workspaces, task identifiers like JO-123, or needs to access Journal data.

Deploy jpbailes.com to GCP Cloud Run or trigger Render failover

Use when defining a feature, writing a PRD, or scoping work - reframes requirements around the user's job instead of the feature or team that owns it. Use before design or development begins.

Web infrastructure for Hostinger VPS - Nginx, SSL/Let's Encrypt, static site deployment (Slidev/Astro/Vite), reverse proxy, and 502/504 troubleshooting.

Enrich a Github [DB] entry with GitHub API metadata (description, stars, language, cover image). Use when user wants to populate a GitHub repo entry with live metadata, enhance github entry, or add github info.

Documentation production methodology with DRY principles. Covers 8 document types (GUIDE, INCIDENT, SESSION, AUDIT, RECHERCHE, etc.), naming conventions, and YAML metadata.

Create educational and interactive Jupyter notebooks as SPAs that explain concepts, teach topics, create tutorials, illustrate ideas from text, or build blog posts. Use for interactive guides, demonstrations, explanations, documentation, or any content meant for end users and learners displayed via ipynb-viewer block. Keywords include educational notebook, tutorial notebook, interactive guide, blog notebook, SPA notebook, explain topic, illustrate concept, teach interactively.

Level 2 patterns - vulns, lic, sbom, doctor (security, compliance, environment health)

Protocol names ARE K-lines.

k8s-manifests

k8s-security

Terraform deployment expert for Apache Kafka, AWS MSK, and Azure Event Hubs. Use when provisioning Kafka infrastructure with IaC, comparing managed vs self-hosted platforms, or automating cluster deployments.

Kanban Architect role. USE WHEN user says /kanban-architect OR wants to plan, assign, or monitor kanban tasks.

Kanban Sprint orchestrator. USE WHEN user says /kanban-sprint OR wants to run a full automated development cycle.

Keycloak administration including realm management, client configuration, OAuth 2.0 setup, user management with custom attributes, role and group management, theme deployment, and token configuration. Activate for Keycloak Admin API operations, authentication setup, and identity provider configuration.

Provides systematic KeyCloak administration guidance covering installation, configuration, realm management, security hardening, and operational best practices. Supports both standalone and clustered

Configure cookie-based OIDC authentication with Keycloak for affolterNET.Web.Bff. Use when setting up login/logout, token refresh, or Keycloak integration.

Expert guidance for Keycloak identity and access management including realm configuration, client setup, user federation, authentication flows, role-based access control, and integration with applications. Use this when setting up authentication, configuring SSO, managing users and roles, or integrating Keycloak with applications.

Use when researching, clustering, and prioritizing keywords for SEO roadmaps.