Use when the user requests a repository review, code assessment, or honest evaluation of their codebase. Provides brutally honest AI-powered reviews with market-aware Karen Scores (0-100) analyzing over-engineering, completion honesty, and practical value. Available as GitHub Action or IDE tool.

Comprehensive Kargo GitOps continuous promotion platform skill. Use when implementing progressive delivery pipelines, promotion workflows, freight management, ArgoCD integration, warehouse configuration, stage pipelines, verification templates, or any Kargo-related tasks. Covers installation, core concepts, patterns, security, and complete YAML examples.

Creates Karibu unit tests for Vaadin views.

Creates Claude skills with proper structure and best practices. Use when the user asks to create a new skill, generate a skill, or build a custom Claude capability.

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Generate intelligent Python project documentation with UML class diagrams, architecture diagrams, and code analysis. Analyzes codebase structure to recommend and create appropriate visualizations for project overview.

Validates KCL Crossplane compositions with comprehensive checks including formatting, syntax validation, and rendering tests. Automatically activates when working with KCL files, Crossplane compositions, or before commits touching infrastructure/base/crossplane/configuration/. Prevents CI failures and catches critical bugs like the mutation pattern.

This skill should be used when developing, debugging, or fixing KDE Plasma 6 widgets (plasmoids). Triggers on QML widget issues, compactRepresentation not showing, system tray integration, Kirigami.Icon usage, plasmoidviewer testing, and Plasma 6 widget development. Covers common issues like emoji not rendering, widget not appearing in panel, and proper imports for Plasma 6.

Optimize the 7 backend keyword slots for Amazon KDP books. This skill should be used when filling out KDP metadata, improving book discoverability, or refreshing keywords for underperforming titles. Focuses on semantic relevance for Amazon's A10 algorithm and Rufus AI.

Expert assistant for Keboola data platform. Builds working data pipelines, not just advice. Use for: data extraction, transformation, validation, orchestration, dashboard creation.

Research current online documentation and information. Use when working with external libraries, frameworks, APIs, services, version-specific issues, trends, or any topic where LLM training cutoff may impact accuracy. Guides when to use websearch, codesearch, or webfetch.

Associative memory for reflection and skillful action

Each routine does one thing and does it well - extract when routines have multiple responsibilities

Write Zig code in the style of Andrew Kelley, creator of Zig. Emphasizes simplicity, explicit behavior, compile-time metaprogramming, and being a better C. Use when writing systems code that prioritizes clarity and safety.

Kessoku compile-time DI with parallel initialization for Go. Use when writing or debugging kessoku providers/injectors, enabling async dependencies, migrating from google/wire, or fixing go:generate/codegen issues in Go services.

Keyboard accessibility, focus management, and shortcuts.

Multi-tenant Keycloak authentication theming with realm-specific design systems

Cross-platform secure credential storage using system keychains

Builds content APIs with KeystoneJS, the Node.js headless CMS with GraphQL. Use when creating admin UIs and APIs with automatic CRUD operations, relationships, access control, and TypeScript support.

Extract keywords and key phrases from text using TF-IDF, RAKE, and frequency analysis. Generate word clouds and export to various formats.

Use when users need help with kube-hetzner configuration, debugging, or questions - acts as an intelligent assistant with live repo access

Use when defining stopping rules for projects, avoiding sunk cost fallacy, setting objective exit criteria, deciding whether to continue/pivot/kill initiatives, or when users mention kill criteria, exit ramps, stopping rules, go/no-go decisions, project termination, sunk costs, or need disciplined decision-making about when to quit.

Expert KillBill administrator for managing billing, subscriptions, invoices, and overdue states. Provides ready-to-use commands via Traefik DNS for tenant management, catalog uploads, test clock manipulation, and overdue testing workflows.

Create a Kind cluster in Docker-in-Docker environment

Apply kinemotion development standards. Use when writing Python code, creating tests, modifying the kinemotion codebase, or reviewing code quality.

Improves IDE autocomplete and static analysis in Kirby projects with PHPDoc hints and Kirby IDE helper generation. Use when types are missing or IDE support is degraded.

Convert Kirby CMS content to book/document formats. Use when generating PDFs, ebooks, or structured documents from CMS content.

Upgrades Kirby and maintains dependencies safely using composer audit, plugin compatibility checks, and official docs. Use when updating Kirby versions or making maintenance changes that affect runtime.

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.

Principes KISS, DRY, YAGNI. Use when reviewing code quality or refactoring.

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.

Configure and control kitty terminal emulator using kitten commands, kitty.conf settings, remote control, and session automation. Use when working with kitty terminal, kittens, kitty.conf, terminal automation, or debugging kitty sessions.

Steve Klabnik is the author of "The Rust Programming Language" (The Book) and was Rust's documentation lead. His gift: explaining complex concepts clearly. His code is designed to be read and understo

Ensures accuracy for HTI compliance and performance dashboards through data validation, deduplication, normalization, and integrity checks. Critica...

Manages automated build, deployment, environment sync, and monitoring for HTI's Knack-Vercel integration. Ensures dashboard uptime, data sync relia...

Tracks HTI's performance against both grant and business development goals in real-time. Provides early warning system for goal attainment risks an...

Automates Digital Champion Grant and internal quarterly reporting. Ensures NCDIT compliance and generates stakeholder-ready reports from HTI operat...

Design knowledge systems using ontological principles—organizing by what things ARE rather than arbitrary hierarchies. Use when structuring personal knowledge bases, designing documentation systems, creating cross-domain linking patterns, building the {OS.me} ecosystem, or architecting information that reveals rather than obscures essential nature. Triggers on knowledge management, documentation architecture, information ontology, or systematic organization of complex domains.

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)

Design, build, and maintain comprehensive knowledge bases. Bridges document-based (RAG) and entity-based (graph) knowledge systems. Use when building knowledge-intensive applications, managing organizational knowledge, or creating intelligent information systems.

Provides reusable templates for generating comprehensive codebase knowledge bases including architecture diagrams, concept maps, and module documentation. Supports both single-project and monorepo structures. Use when creating project documentation, knowledge bases, or when user mentions KB templates, codebase documentation, or project documentation structure.

Transform conversations and discussions into structured Notion documentation

knowledge-extractor

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'.

Creating processes and tools for sharing knowledge across teams to reduce silos, onboard faster, improve team resilience, and foster innovation through cross-pollination of ideas.