CI/CD

RAN deployment management with Kubernetes integration, cognitive consciousness, and intelligent orchestration for scalable network deployment. Use when deploying RAN services, managing Kubernetes clusters, implementing CI/CD pipelines, or enabling intelligent deployment orchestration in 5G networks.

Write detailed product and technical specification documents for OrbitCove. Use when creating PRDs, architecture docs, data models, or UX flows.

Test-driven development with Result types. Red-green-refactor cycles using vitest-mock-extended, explicit deps mocking, and Result assertions.

This skill automatically generates a comprehensive glossary of terms from a learning graph's concept list, ensuring each definition follows ISO 11179 metadata registry standards (precise, concise, distinct, non-circular, and free of business rules). Use this skill when creating a glossary for an intelligent textbook after the learning graph concept list has been finalized.

Mandatory training archive with model gating (APPROVED/REVIEW/DROP). Trigger when: (1) training run completes, (2) need to decide which models to deploy, (3) want historical training reference, (4) need checkpoint recommendations for overfitting.

Use when an experienced animator needs a quick reminder of the 12 principles without basic explanations

This skill saves expanded conversation context when completing features or architectural discussions. It preserves full dialogue, decision rationale, visual flowcharts, and file changes for team sharing. Auto-triggered by keywords (e.g., "save context", "save conversation") or every 20 messages.

Get current weather conditions for a location. Use this skill when users ask about weather, temperature, current conditions, forecasts, or any weather-related queries like "What's the weather?", "Is it raining?", "How hot is it outside?", "What's the temperature?", or "Should I bring an umbrella?". Supports automatic location detection via IP or specific location queries.

Generate OpenAPI specs and API documentation from code. Triggers: document API, generate OpenAPI, create API docs, swagger spec, GraphQL schema, API specification, document endpoints

Autonomously build and test web applications using Playwright MCP server. Enables iterative development with automatic verification - make changes, run the app, visually verify, check for errors, and iterate. Use when building websites, debugging UI issues, or implementing features that need visual verification.

Write clear, developer-focused documentation including README files, API docs, architecture decision records, code comments, and user guides. Use for documentation tasks, markdown files (.md), or improving existing docs.

Core design principles for creating distinctive, beautiful UIs with technical excellence.Combines creative direction with practical foundation for memorable, accessible interfaces.Use when building UI without specific design specs (Figma, screenshots, design files):- Creating landing pages, home pages, marketing pages from scratch- Building web apps, dashboards, admin panels without design- Choosing design system: typography, colors, spacing, visual hierarchy- Need to propose complete design (fonts, colors, layout, spacing)- Building distinctive UIs that avoid generic AI aestheticsKeywords: landing page, design system, typography, colors, spacing, visual hierarchyTwo-part approach:1. Creative Direction: Choose aesthetic tone (minimal, bold, elegant, playful)2. Technical Foundation: Spacing scales, typography specs, WCAG contrast, hierarchyGoal: Create UIs that are BOTH beautiful (distinctive, memorable) AND correct (accessible, consistent, professional).

Comprehensive guide to Claude Code's extensibility features including subagents, skills, plugins, commands, hooks, MCP servers, permissions, and automation. Use when the user asks about Claude Code features, capabilities, customization, extensibility, how to extend Claude Code, or automation workflows.

Maintain a single deployable artifact while enforcing strong internal boundaries between modules.

Implement comprehensive input validation on server-side with complementary client-side validation for user experience, using allowlists, type checking, and sanitization to prevent injection attacks. Use this skill when validating user inputs, form data, API requests, file uploads, query parameters, or any external data entering the application. Apply this skill when implementing server-side validation as the primary security layer, adding client-side validation for immediate user feedback, validating data types and formats, checking ranges and required fields, sanitizing inputs to prevent SQL injection and XSS attacks, using allowlists over blocklists, providing field-specific error messages, or enforcing business rules at appropriate application layers. This skill ensures validation happens at all entry points consistently, security is never dependent on client-side checks alone, users receive helpful immediate feedback, and data integrity is maintained through multiple layers of validation.

Data validation and pipeline testing utilities for ML training projects. Validates datasets, model checkpoints, training pipelines, and dependencies. Use when validating training data, checking model outputs, testing ML pipelines, verifying dependencies, debugging training failures, or ensuring data quality before training.

Safe deployment workflow for Fly.io and infrastructure changes. Use before ANY deployment, config modification, or infrastructure change. Prevents panic-driven debugging and production incidents.

Post-PRD project initialization skill for the /initialize-project command.Guides constitution customization, agent training, and workflow configurationbased on completed Product Requirements Document. Ensures framework istailored to specific project needs while maintaining constitutional compliance.

Investigate platform incidents, perform RCA, create incident documentation, and follow alert runbooks in the Kagenti platform

High-performance monorepo build system with Turborepo. Use when configuring workspaces, optimizing build pipelines, setting up caching, or managing multi-package repositories. Triggers on Turborepo, monorepo, workspace, build caching, or pipeline questions.