Skills

A production-grade perpetual-motion engine for coding agents that keeps them running truly indefinitely — handling goal drift, session continuation, and asynchronous human-in-the-loop decisions.

A scientific agent skill focused on Polars, the high-performance DataFrame library, enabling AI agents to perform data manipulation, analysis, and processing tasks using Polars as part of a broader collection of 133 scientific research skills.

Guides teams in systematically documenting, tracking, and managing critical architectural decisions with structured ADR templates and best practices.

A large collection of Claude Code skill templates sponsored by Z.AI, providing ready-to-use development skill configurations across various domains.

Guides using open source as a commercialization path — build community and trust first, monetize via enterprise features, managed services, or open core — with patterns from Cursor (VSCode fork), Llama, Qwen, and Dify. Defers GitHub-specific SEO tactics to the github skill and directory listings to directory-submission.

Part of superpowers-zh, the Chinese edition of the superpowers AI coding framework. Provides rigorous methodology for handling code review feedback with technical precision, rejecting superficial responses.

Rust symbol analyzer from Rust Skills, an AI-powered Rust development assistant plugin with meta-cognition framework for domain-correct architectural solutions

A scientific agent skill for SHAP (SHapley Additive exPlanations), part of the 133-skill Scientific Agent Skills collection that provides curated documentation and examples for machine learning model interpretability and feature importance analysis.

Handles authentication with the AEM Config Service API for Adobe Edge Delivery Services projects, enabling secure access to configuration management as part of the AEM project management skill set.

A Chinese-translated brainstorming skill from superpowers-zh that guides AI coding assistants through requirements analysis to design specifications before writing code.

Provides official prompting guidelines and best practices for Black Forest Labs' FLUX image generation models, covering prompt crafting techniques and optimal generation parameters.

A scientific agent skill for numerical computing with MATLAB/Octave, part of the Engineering & Simulation skills in the 133-skill Scientific Agent Skills collection.

A scientific agent skill for working with pyzotero, part of the 133-skill Scientific Agent Skills collection that enables AI agents to manage Zotero reference libraries for academic research workflows.

from forcedotcom/sf-skills

A skill for one-click publishing of Markdown content to WeChat Official Account drafts, supporting multiple themes, code highlighting, automatic image uploading, and secure credential management based on wenyan-cli.

Teaches AI agents how to query and manage Azure resource quotas and usage limits through the GitHub Copilot for Azure extension, which integrates Azure development workflows into IDEs including VS Code, Visual Studio, and Claude Code.

A parallel data processing skill using Dask for scalable scientific computing workflows, part of K-Dense's collection of 133 scientific and research agent skills covering biology, chemistry, medicine, and beyond.

A skill from the official .NET team's curated agent skill collection, part of the dotnet-msbuild plugin providing comprehensive MSBuild and .NET build guidance including failure diagnosis, performance optimization, code quality, and project modernization.

Generates professional PowerPoint presentations by analyzing documents and creating stylized images using AI.

Recommends specific, data-grounded improvements based on observed performance and content patterns, part of the Social Media Skills analysis suite.

Skill for See-through (SIGGRAPH 2026 conditionally accepted) — a diffusion-based framework that decomposes a single anime illustration into up to 23 inpainted, depth-ordered semantic layers and exports a 2.5D-ready layered PSD. Walks through conda install, HuggingFace models (LayerDiff 3D, Marigold, SAM body parsing), `inference_psd.py`, and heuristic depth/LR splits.

A large collection of Claude Code skill templates sponsored by Z.AI, providing ready-to-use development skill configurations across various domains.

A Chinese-language Claude Code skill enforcing evidence-first verification — requiring proof of completion before claiming tasks are done, preventing premature task closure.

A collection of Claude Code skills covering framework-specific development expertise including FastAPI, Python, and other technologies with best practices.

Part of Adobe's skills collection for AI coding agents, this skill enables creating a brand-new AEM Edge Delivery Services site from scratch including GitHub repo setup from boilerplate, aem-code-sync configuration, initial Document Authoring content, and live URL handoff.

Provides AI-guided design recommendations and validation for iPad app interfaces, ensuring adherence to Apple's official Human Interface Guidelines for iPadOS.

from neolabhq/context-engineering-kit

Reference for diagnosing and fixing React 18 automatic batching regressions in class components — covers setState in async methods, setTimeout, Promises, and native event handlers before reaching for flushSync.

Fetches WeChat Official Account articles and converts them to clean Markdown with metadata extraction, image downloading, and code block handling, using anti-detection fetching with Camoufox.

from neolabhq/context-engineering-kit