AI Skills Registry

Store user preferences, learnings from tasks, and procedure outcomes. Use to remember what works and recall context before new tasks. (user)

Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and proj

Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0).

Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first

Systematic step-by-step reasoning with revision and branching. Use for complex problems, multi-stage analysis, design planning, problem deco

Every Steam Web API endpoint, plus a local SQLite store that turns friend playtimes, achievement progress, and library backlogs into single

Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs, AMD/Intel GPUs,

Full Sentry SDK setup for .NET. Use when asked to "add Sentry to .NET", "install Sentry for C#", or configure error monitoring, tracing, pro

Convert a Streamlit app to a marimo notebook

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional A

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, o

Creates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect,

CRITICAL: Use for error handling. Triggers: Result, Option, Error, ?, unwrap, expect, panic, anyhow, thiserror, when to panic vs return Resu

Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster discovery, customer segmentation, and un

List all Stitch projects accessible to the user, returning project names, titles, update times, and thumbnails. Use when the user wants to r

Automated daily security audits for OpenClaw agents with DM delivery and optional email reporting. Runs deep audits, creates or updates a re

Check Claude Code OAuth usage limits (session & weekly quotas). Use when user asks about Claude Code usage, remaining limits, rate limits, o

Mem0 CLI -- the command-line interface for mem0 memory operations. TRIGGER when: user mentions "mem0 cli", "mem0 command line", "@mem0/cli",

Document undocumented public APIs in PyTorch by removing functions from coverage_ignore_functions and coverage_ignore_classes in docs/source

Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining comp

Use when suggesting APIs for a project, looking for free data sources, building weekend projects that need external data, or when the user n

Create and maintain AGENTS.md / CLAUDE.md snippet indexes that route tasks to the correct dotnet-skills skills and agents (including compres