kilo-kit-mcp

In the author's own words, from each skill's SKILL.md — showing the first 30 of 180 files.

• grounded-research-benchmark

  Perform triangulated cognitive research combining SQLite memory, GitHub 10k+ stars patterns, and ToT DAG benchmarking before critical architectural decisions. Automatically triggers subagent research escalation when confidence is low (<0.70). Keywords: research, benchmark, github, memory, triangulation, grounding, best-practices, escalation

  skills/grounded-research-benchmark/SKILL.md on GitHub (opens in a new tab)

• kilo-kit-core

  Core Kilo-Kit skill enforcing Hard-Gate and Iron Law principles. Ensures AI agents scan the system and codebase before proposing solutions. Keywords: hard-gate, iron-law, evidence, scan, verify, system-check, codebase

  skills/kilo-kit/SKILL.md on GitHub (opens in a new tab)

• agent-memory

  Use when implementing or managing persistent, hierarchical memory systems for AI agents. Covers cross-session state, fact supersession, and self-managed memory tools to enable long-term recall and adaptive agent behavior.

  skills/agent-frameworks/agent-memory/SKILL.md on GitHub (opens in a new tab)

• claukit

  Advanced Agentic Coding framework providing mission briefs, guardrails, and integration hints for complex tasks. This skill ensures high-quality output through disciplined automation and systematic workflows.

  skills/agent-frameworks/claukit/SKILL.md on GitHub (opens in a new tab)

• mcp-agent-patterns

  Use when integrating or optimizing Model Context Protocol (MCP) servers and clients. Keywords: MCP, Model Context Protocol, tool discovery, lazy loading, sampling, resource subscription, MCP server.

  skills/agent-frameworks/mcp-agent-patterns/SKILL.md on GitHub (opens in a new tab)

• multi-agent-orchestration

  Use when coordinating multiple specialized agents for complex distributed tasks. Keywords: multi-agent, orchestrator, subagent, handoff, swarm, supervisor, agent topology, coordination.

  skills/agent-frameworks/multi-agent-orchestration/SKILL.md on GitHub (opens in a new tab)

• workflow-state-machines

  Use when designing, implementing, or debugging complex agentic workflows using state machine patterns. Keywords: state machine, durable execution, agent orchestration, graph-based agents, workflow checkpoints, C4 protocol.

  skills/agent-frameworks/workflow-state-machines/SKILL.md on GitHub (opens in a new tab)

• ai-multimodal

  Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from docu…

  skills/ai-media/ai-multimodal/SKILL.md on GitHub (opens in a new tab)

• geo-fundamentals

  Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

  skills/ai-media/geo-fundamentals/SKILL.md on GitHub (opens in a new tab)

• media-processing

  Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick (image manipulation, format conversion, batch processing, effects, composition). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, extracting audio from video, applying filters and effects, optimiz…

  skills/ai-media/media-processing/SKILL.md on GitHub (opens in a new tab)

• screenshot

  Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.

  skills/ai-media/screenshot/SKILL.md on GitHub (opens in a new tab)

• seo-fundamentals

  SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.

  skills/ai-media/seo-fundamentals/SKILL.md on GitHub (opens in a new tab)

• sora

  Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the bundled CLI (`scripts/sora.py`), including requests like \u201cgenerate AI video,\u201d \u201cSora,\u201d \u201cvideo remix,\u201d \u201cdownload video/thumbnail/spritesheet,\u201d and batch video generation; requires `OPENAI_API_KEY` and Sora API access.

  skills/ai-media/sora/SKILL.md on GitHub (opens in a new tab)

• aesthetic

  Create aesthetically beautiful interfaces following proven design principles. Use when building UI/UX, analyzing designs from inspiration sites, generating design images with ai-multimodal, implementing visual hierarchy and color theory, adding micro-interactions, or creating design documentation. Includes workflows for capturing and analyzing inspiration screenshots with chrome-devtools and ai-m…

  skills/design/aesthetic/SKILL.md on GitHub (opens in a new tab)

• figma-implement-design

  Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.

  skills/design/figma-implement-design/SKILL.md on GitHub (opens in a new tab)

• figma

  Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.

  skills/design/figma/SKILL.md on GitHub (opens in a new tab)

• frontend-design

  Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

  skills/design/frontend-design/SKILL.md on GitHub (opens in a new tab)

• mobile-design

  Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.

  skills/design/mobile-design/SKILL.md on GitHub (opens in a new tab)

• tailwind-patterns

  Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

  skills/design/tailwind-patterns/SKILL.md on GitHub (opens in a new tab)

• ui-styling

  Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating vi…

  skills/design/ui-styling/SKILL.md on GitHub (opens in a new tab)

• agentic-rag

  Use when building self-correcting retrieval systems for AI agents. Keywords: RAG, retrieval, Corrective RAG, Self-RAG, query decomposition, reranking, hallucination, grounding.

  skills/engineering/agentic-rag/SKILL.md on GitHub (opens in a new tab)

• api-patterns

  API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

  skills/engineering/api-patterns/SKILL.md on GitHub (opens in a new tab)

• app-builder

  Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.

  skills/engineering/app-builder/SKILL.md on GitHub (opens in a new tab)

• architecture

  Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.

  skills/engineering/architecture/SKILL.md on GitHub (opens in a new tab)

• ask-matt

  Ask which skill or flow fits your situation. A router over the skills in this repo.

  skills/engineering/ask-matt/SKILL.md on GitHub (opens in a new tab)

• aspnet-core

  Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blazor Web Apps, Razor Pages, MVC, Minimal APIs, controller-based Web APIs, SignalR, gRPC, middleware, dependency injection, configuration, authentication, authorization, testing, performance, deployment, or ASP.NET Core upgrades.

  skills/engineering/aspnet-core/SKILL.md on GitHub (opens in a new tab)

• backend-development

  Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1, JWT), testing strategies, security best practices (OWASP Top 10), performance optimization, scalability patterns (microservices, caching, sharding), DevOps practices (Docker, Kubernet…

  skills/engineering/backend-development/SKILL.md on GitHub (opens in a new tab)

• better-auth

  Implement authentication and authorization with Better Auth - a framework-agnostic TypeScript authentication framework. Features include email/password authentication with verification, OAuth providers (Google, GitHub, Discord, etc.), two-factor authentication (TOTP, SMS), passkeys/WebAuthn support, session management, role-based access control (RBAC), rate limiting, and database adapters. Use wh…

  skills/engineering/better-auth/SKILL.md on GitHub (opens in a new tab)

• clean-code

  Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

  skills/engineering/clean-code/SKILL.md on GitHub (opens in a new tab)

• code-agent-patterns

  Use when building autonomous code editing, bug fixing, or software engineering agents. Keywords: SWE-agent, code agent, bug localization, patch generation, AST, diff, TDD loop, repository indexing.

  skills/engineering/code-agent-patterns/SKILL.md on GitHub (opens in a new tab)

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