True LLMs / REGISTRY
Skills
AI agent skills, sourced from their real repositories. No fabricated scores, no claimed test results — see the scope note below.
Scope: compatibility below is what each skill's own source states, not an independent test — True LLMs hasn't run these against live agents yet. Marked confirmed by source where the repo says so, untested everywhere else.
MCP Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Web Application Testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Skill Creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Frontend Design
Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.
Claude API
Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable.
Academy Guide
Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub.
Algorithmic Art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.
Brand Guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
Canvas Design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece.
Discernment Nudge
After a substantive answer or draft the user may act on — advice, drafted artifacts, estimates, analysis, factual claims, or a multi-step argument — invoke this before finalizing the reply and append 2-3 short follow-up questions that help the user check key facts, probe reasoning, and notice missing context.
Doc Co-Authoring
Guide users through a structured workflow for co-authoring documentation. Use when a user wants to write documentation, proposals, technical specs, decision docs, or similar structured content — context gathering, refinement and structure, then reader testing.
DOCX
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx) or Word templates (.dotx) — tables of contents, headings, page numbers, letterheads, tracked changes, comments, and find-and-replace.
Internal Comms
A set of resources to help write internal communications using common company formats — status reports, leadership updates, newsletters, FAQs, incident reports, and project updates.
PPTX
Use this skill any time a .pptx or .potx file is involved — creating slide decks, pitch decks, or presentations; reading, editing, or combining existing presentations; working with templates, layouts, speaker notes, or comments.
Slack GIF Creator
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts for requests like "make me a GIF of X doing Y for Slack."
Theme Factory
Toolkit for styling artifacts with a theme — slides, docs, reports, HTML landing pages, etc. Ships 10 pre-set themes with colors and fonts, or can generate a new theme on the fly.
Web Artifacts Builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). For complex artifacts requiring state management, routing, or shadcn/ui components.
XLSX
Use this skill any time a spreadsheet file is the primary input or output — opening, reading, editing, or fixing .xlsx/.xlsm/.xltx/.csv/.tsv files, creating a new spreadsheet, or cleaning messy tabular data into a proper spreadsheet.