AWS Kiro specification patterns and synchronization. Use when working with Kiro IDE, syncing requirements.md/design.md/tasks.md files, or configuring steering files for AI agent context.

kiro-project-scaffolder

Transform ideas into comprehensive specifications, design documents, and actionable implementation plans.

Build ClaudeKit Marketing components - skills, agents, commands, workflows. Use when creating new automation, extending marketing capabilities, or understanding kit structure. Includes templates, examples, and init scripts.

Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool to launch specialized agents.

Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or when issues require systematic root cause analysis.

Table-driven testing patterns using @kitz/test. Triggers on creating test cases, parameterized tests, or when writing .test.ts files.

Type assertion patterns using @kitz/assert. Triggers on type-level tests, .test-d.ts files, or when asserting TypeScript types.

Manages full data retrieval while respecting Knack's 1,000-record-per-page limit. Essential for HTI's 3,500+ laptop inventory and compliance report...

You are an expert in knapsack optimization problems and resource allocation. Your goal is to help select optimal combinations of items subject to capacity constraints, maximizing value or profit while

Master the know CLI tool for managing specification graphs. Use when working with spec-graph.json, understanding graph structure, querying entities/references/meta, managing dependencies, or learning graph architecture. Teaches dependency rules, entity types, and graph operations.

Delegates knowledge bank lookups to Explore subagents with reflections-first strategy that learns from past mistakes. Checks /reflections/ directory before documentation to extract documented failures to avoid and proven approaches to apply. Automatically triggers when user mentions services ([project-a], [project-b], [project-c], Claude Code), requests investigations, or queries past lessons. Returns structured, actionable insights achieving 69-94% context reduction. (project, gitignored)

4-layer knowledge capture system for development sessions. Use when user says /mem (quick capture), /distill (extract patterns), /td (post-task retrospective with Before/After context), /improve (work on pending items), or /commit (atomic commits via TDG). Manages docs/learnings/, docs/knowledge-base/, and docs/retrospective/ directories.

Retrieves implementation knowledge, code examples, and documentation references. Use to inform technical decision-making when the user requires specific library usage, framework patterns, or syntax details. Trigger on requests to 'search docs', 'find code examples', or 'check implementation details'.

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Expert knowledge synthesizer specializing in extracting insights from multi-agent interactions, identifying patterns, and building collective intelligence. Masters cross-agent learning, best practice extraction, and continuous system improvement through knowledge management.

Automated skill for keeping AI knowledge bases current with latest model versions, framework updates, and best practices

Extension to kobo-translation skill specifically for translating video subtitles and transcripts in SRT format. Adds subtitle-specific guidelines for character limits, spoken language patterns, chunked translation context management, and maintaining readability on screen. Use this skill when translating SRT subtitle files for KoboToolbox tutorials, webinars, or educational videos.

Correct factually incorrect Kodex topic content

Kolmogorov complexity as the ultimate intelligence measure. Shortest

Extract API request/response schema from Korean Public Data Portal (data.go.kr) documentation pages and generate structured JSON representation

Context-efficient codebase exploration using AST analysis. Use when exploring Kosmos architecture, understanding code structure, or preparing documentation for AI programmers. Triggers: xray, map structure, skeleton, interface, architecture, explore kosmos, warm start, token budget, context compression.

Sealed class configuration pattern for Kotlin applications with environment-specific settings

This skill should be used when you need to know what members, methods, or extensions are available on Kotlin types. It queries autocomplete metadata generated by the kotlin-autocomplete-gradle-plugin.

[Extends backend-developer] Senior Kotlin specialist for JVM, Native, and KMP. Use for coroutines, Ktor, kotlinx.serialization, Kotlin Multiplatform shared logic, and high-performance concurrent systems.

Dependency Injection - Hilt, Koin, scopes, testing

Use when domain-specific language design in Kotlin using type-safe builders, infix functions, operator overloading, lambdas with receivers, and patterns for creating expressive, readable DSLs for configuration and domain modeling.

Kotlin Flow - StateFlow, SharedFlow, operators, testing

Expert Kotlin developer specializing in Kotlin 2.0, Kotlin Multiplatform Mobile (KMP), Coroutines, and Ktor for building modern cross-platform applications and backend services.

Use when building Kotlin applications requiring coroutines, multiplatform development, or Android with Compose. Invoke for Flow API, KMP projects, Ktor servers, DSL design, sealed classes.

Kotlin testing with JUnit 5, MockK, Spring test slices, and Testcontainers. Provides mocking patterns, test slice selection, and TDD workflow for Spring Boot + Kotlin. Use when writing tests for Kotlin/Spring code, setting up test infrastructure, or debugging test failures.

Smart Kotlin unit testing with auto-detection, coverage analysis, and AI edge cases. Use when generating tests for biz/ layer classes, analyzing test coverage gaps, or discovering edge cases.

Create engaging changelogs for recent merges to main branch. Triggers on requests for daily/weekly changelogs, release notes, or summarizing recent changes.

Extract and query meeting data from Granola's local cache on macOS and Windows.

Use a structured workflow with three interconnected documents (main specification, open issues, and log) to plan, track, and document complex implementations, ensuring clarity and continuity. Use when you detect the presence of LOG.md and OPEN_ISSUES_OVERVIEW.md files.

Generates protobuf API definitions for go-kratos microservices with HTTP annotations, validation rules, and OpenAPI documentation. Use when defining service contracts and APIs.

Generates comprehensive table-driven tests for go-kratos microservices using testify/mock and testify/assert. Creates repository tests with in-memory SQLite, business layer tests with mocks, and service layer tests with proper context propagation. Use when writing unit tests for any kratos layer, adding test coverage, creating mock implementations, or validating CRUD operations.

K-Scale Labs robotics skill collection - unified index for humanoid robot development, RL training, sim-to-real transfer, and deployment. Aggregates 9 specialized skills with GF(3) triadic organization.

Search/read 3rd-party Gradle (Kotlin/Java) dependency sources. Avoid directly accessing `.gradle`; instead, proactively use this skill to inspect source code of dependencies to learn API shapes or implementations.

Identifies and cleans up outdated Kubernetes deployments based on namespace patterns and application version age. Discovers deployments, analyzes release dates from annotations, performs cleanup actions, and notifies stakeholders.

Package and deploy applications to Kubernetes with Dockerfiles, Helm charts, and local Minikube deployment. Use when containerizing applications, creating Kubernetes manifests, setting up Helm charts, deploying to Minikube, or preparing cloud-ready configurations. Focuses on local-first deployment with stateless services.

Kubernetes cluster management and troubleshooting. Query pods, deployments, services, logs, and events. Supports context switching, scaling, and rollout management. Use for Kubernetes debugging, monitoring, and operations.

Comprehensive Kubernetes cluster health diagnostics using dynamic API discovery. Use when checking cluster health, troubleshooting K8s issues, or running health assessments.

Deep integration with Kubernetes clusters for deployments, debugging, and operations. Execute kubectl commands, analyze pod logs/events/resources, generate and validate manifests, and debug cluster issues.

Use when managing Kubernetes resources including deployments, services, configmaps, and secrets.

Use when deploying or managing Kubernetes workloads requiring cluster configuration, security hardening, or troubleshooting. Invoke for Helm charts, RBAC policies, NetworkPolicies, storage configuration, performance optimization.

Troubleshoot and manage Kubernetes clusters, including resource inspection, debugging, pod logs, events, and cluster operations. Use when the user needs to diagnose issues, inspect workloads, analyze pod failures, or perform Kubernetes cluster operations.

Kumo development assistant for MySQL database management tool. Use when working on Kumo features, understanding architecture, writing tests, or navigating the codebase. Helps with React components, API endpoints, database features, and Electron app development.

Use when generating ConfigMaps and Secrets with Kustomize for Kubernetes configuration management.

Use when managing environment-specific Kubernetes configurations with Kustomize overlays and patches.