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- ▌ Image Loading And Formats · tools-only bundlePathML provides comprehensive support for loading whole-slide images (WSI) from 160+ proprietary medical imaging formats.
- ▌ Frontend Best Practices · tools-only bundleModern frontend development standards for accessibility, testing, TypeScript, and Tailwind CSS.
- ▌ Training And Fine Tuning · tools-only bundleFine-tune pre-trained models on custom datasets using the Trainer API. The Trainer handles training loops, gradient accumulation, mixed precision, logging, and checkpointing.
- ▌ Hardware Integration · tools-only bundleThis guide covers running quantum circuits on real quantum hardware through Cirq's device interfaces and service providers.
- ▌ Chapter 2 Getting Started · tools-only bundleThis chapter guides you through the initial setup and preparation needed to begin learning.
- ▌ Docker Image · tools-only bundleLiteLLM now supports Claude Opus 4.6 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
- ▌ Docker Image 2 · tools-only bundleLiteLLM now supports Claude Opus 4.6 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
- ▌ Docker Image 3 · tools-only bundleLiteLLM now supports Claude Opus 4.6 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
- ▌ Docker Image 4 · tools-only bundleLiteLLM now supports Claude Opus 4.6 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
- ▌ Plugins Overview · tools-only bundlePlugins are the primary distribution mechanism for Uniswap AI tools. Each plugin is a self-contained package that provides skills and agents for Claude Code.
- ▌ Docker Image 5 · tools-only bundleLiteLLM now supports Claude Opus 4.6 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
- ▌ Docker Image 6 · tools-only bundleLiteLLM now supports Claude Opus 4.6 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
- ▌ Docker Image 7 · tools-only bundleLiteLLM now supports Claude Opus 4.6 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
- ▌ Faq Generator 2 · tools-only bundleThis skill generates a comprehensive set of Frequently Asked Questions (FAQs) from course content, learning graphs, and glossary terms to help students understand common questions and prepare content for chatbot…
- ▌ Fix Group Colors · tools-only bundleI would like a to make sure that whenever we generate a learning graph that we use the following web-safe color names to color the groups in a learning graph.
- ▌ Market Research Report Formatting Guide · tools-only bundleEnsure xcolor package is loaded with [table] option (already included in style file).
- ▌ Three JS Fundamentals · tools-only bundleThree.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.
- ▌ Educational Resources And Assessment · tools-only bundleThis chapter explores how to create supplementary educational resources that enhance student learning and assess understanding.
- ▌ Claude Skills Architecture And Development · tools-only bundleThis chapter provides an in-depth exploration of Claude Skills architecture and best practices for skill development.
- ▌ Metadata Hooks · tools-only bundleMetadata hooks provide mechanisms for dynamically injecting and modifying project metadata during the build process. Hatchling includes built-in hooks and supports custom implementations for advanced use cases.
- ▌ Development Tools Version Control And Deployment · tools-only bundleThis final chapter brings together all the tools and techniques needed to complete and deploy your intelligent textbook project.
- ▌ Concept Enumeration And Dependencies · tools-only bundleThis chapter teaches you how to enumerate concepts for your learning graph and map their dependencies.
- ▌ Claude Skills Architecture And Development 2 · tools-only bundleThis chapter provides an in-depth exploration of Claude Skills architecture and best practices for skill development.
- ▌ Multi Engine Threat Detection · tools-only bundleCisco Skill Scanner is a layered security analysis tool for AI agent skill packages.
- ▌ Learning Graph Quality And Validation · tools-only bundleThis chapter focuses on validating and assessing the quality of your learning graph. You'll learn techniques for detecting circular dependencies and validating that your graph is a proper Directed Acyclic Graph (DAG).
- ▌ Learning Graph Quality And Validation 2 · tools-only bundleThis chapter focuses on validating and assessing the quality of your learning graph. You'll learn techniques for detecting circular dependencies and validating that your graph is a proper Directed Acyclic Graph (DAG).
- ▌ Content Creation Workflows · tools-only bundleThis chapter focuses on the practical workflows for generating educational content for your intelligent textbook.
- ▌ Concept Enumeration And Dependencies 2 · tools-only bundleThis chapter teaches you how to enumerate concepts for your learning graph and map their dependencies.
- ▌ Architecture Decision Records · tools-only bundleThis page tracks all significant design decisions made for ContextForge project, using the ADR format.
- ▌ Chapter Organization Workflow Diagram 2 · tools-only bundleThis flowchart illustrates the decision-making process for organizing chapter content, from initial planning through dependency verification and finalization.
- ▌ Content Creation Workflows 2 · tools-only bundleThis chapter focuses on the practical workflows for generating educational content for your intelligent textbook.
- ▌ Taxonomy And Data Formats · tools-only bundleThis chapter explores how to add taxonomy information to your learning graph and convert it to various formats for visualization and processing.
- ▌ Educational Resources And Assessment 2 · tools-only bundleThis chapter explores how to create supplementary educational resources that enhance student learning and assess understanding.
- ▌ Taxonomy And Data Formats 2 · tools-only bundleThis chapter explores how to add taxonomy information to your learning graph and convert it to various formats for visualization and processing.
- ▌ Architecture Decision Records 2 · tools-only bundleThis page tracks all significant design decisions made for the MCP Gateway project, using the ADR format.
- ▌ Development Tools Version Control And Deployment 2 · tools-only bundleThis final chapter brings together all the tools and techniques needed to complete and deploy your intelligent textbook project.
- ▌ Getting Started With Claude And Skills · tools-only bundleThis chapter introduces the Claude Skills system, which is the foundation for automating intelligent textbook creation.
- ▌ Openclaw Moltbot Clawdbot Alternative · tools-only bundlememU is a memory framework built for 24/7 proactive agents. It is designed for long-running use and greatly reduces the LLM token cost of keeping agents always online, making always-on, evolving agents practical in…
- ▌ Openclaw Moltbot Clawdbot Alternative 2 · tools-only bundlememU is a memory framework built for 24/7 proactive agents. It is designed for long-running use and greatly reduces the LLM token cost of keeping agents always online, making always-on, evolving agents practical in…
- ▌ Openclaw Moltbot Clawdbot Alternative 3 · tools-only bundlememU est un framework de mémoire conçu pour les agents proactifs 24/7. Il est conçu pour une utilisation prolongée et réduit considérablement le coût en tokens LLM pour maintenir les agents toujours en ligne, rendant…
- ▌ Openclaw Moltbot Clawdbot Alternative 4 · tools-only bundlememU est un framework de mémoire conçu pour les agents proactifs 24/7. Il est conçu pour une utilisation prolongée et réduit considérablement le coût en tokens LLM pour maintenir les agents toujours en ligne, rendant…
- ▌ Graph Viewer Sidebar Updates · tools-only bundleUpdated the /docs/sims/graph-viewer/ MicroSim to match the new template in skills/installer/references/learning-graph-viewer.md. Added color swatches to the legend and moved the search form into the sidebar.
- ▌ Chapter 12 Content Generation Log · tools-only bundleSuccessfully generated comprehensive educational content for Chapter 12 "Interactive Elements and MicroSims" using the chapter-content-generator skill.
- ▌ Achieving Sub Millisecond Proxy Overhead · tools-only bundleOur Q1 performance target is to aggressively move toward sub-millisecond proxy overhead on a single instance with 4 CPUs and 8 GB of RAM, and to continue pushing that boundary over time.
- ▌ Insecure Direct Object Reference Prevention Cheat Sheet · tools-only bundleInsecure Direct Object Reference (IDOR) is a vulnerability that arises when attackers can access or modify objects by manipulating identifiers used in a web application's URLs or parameters.
- ▌ Claude Code V2 0 36 2 · tools-only bundle▗ ▗ ▖ ▖ Claude Code v2.0.36 Sonnet 4.5 · Claude Pro ▘▘ ▝▝ $HOME/Documents/ws/claude-skills
- ▌ Poster Layout And Design Guide · tools-only bundleEffective poster layout organizes content for maximum impact and comprehension. This guide covers grid systems, spatial organization, visual flow, and layout patterns for research posters.
- ▌ Presentation Structure Guide · tools-only bundleEffective scientific presentations follow a clear narrative structure that guides the audience through your research story.
- ▌ Professional Report Formatting For Scientific Documents · tools-only bundleThis reference guide covers professional formatting for scientific reports, technical documents, and white papers. Use the scientific_report.sty LaTeX style package for consistent, professional output.
- ▌ Pubmed Search Guide · tools-only bundleComprehensive guide to searching PubMed for biomedical and life sciences literature, including MeSH terms, field tags, advanced search strategies, and E-utilities API usage.
- ▌ Interactive Diagram · tools-only bundleThis diagram illustrates the workflow described above. Each node represents a step or decision point in the process, with arrows showing the flow of control.
- ▌ Peptide And Protein Identification · tools-only bundlePyOpenMS supports peptide/protein identification through integration with search engines and provides tools for post-processing identification results including FDR control, protein inference, and annotation.
- ▌ Research Poster Guidelines · tools-only bundleComprehensive guidelines for creating effective academic research posters including sizing, layout, typography, and design best practices.
- ▌ Goal Setting Frameworks For Treatment Plans · tools-only bundleEffective treatment goals are the cornerstone of successful patient care. This reference provides comprehensive guidance on creating SMART goals, patient-centered outcome selection, and shared decision-making processes…
- ▌ Why Use Pydantic AI Middleware · tools-only bundlePart of the vstorm-co ecosystem for building production AI agents with Pydantic AI.
- ▌ Litellm Observatory Raising The Bar For Release Reliability · tools-only bundleAs LiteLLM adoption has grown, so have expectations around reliability, performance, and operational safety.
- ▌ Available Skills · tools-only bundleSkills are AI-powered capabilities that help you build on Uniswap. Each skill is designed for a specific task and can be invoked directly or contextually.
- ▌ Improve Release Stability With 24 Hour Load Tests · tools-only bundleAs LiteLLM adoption has grown, so have expectations around reliability, performance, and operational safety.
- ▌ Set Env Optional Replace With Your Anthropic Key · tools-only bundleThis guide covers Anthropic's latest model (Claude Opus 4.5) and its advanced features now available in LiteLLM: Tool Search, Programmatic Tool Calling, Tool Input Examples, and the Effort Parameter.
- ▌ Parallel Execution Of Tasks · tools-only bundleClaude Code now allows you to executes tasks in parallel. The good news is that you can now generate ALL the content of all the chapters in your entire 12 chapter book in 1/12th the time it used to take you.
- ▌ Available Skills 2 · tools-only bundleSkills are AI-powered capabilities that help you build on Uniswap. Each skill is designed for a specific task and can be invoked directly or contextually.
- ▌ Flow Lwc Apex Triangle Apex Perspective · tools-only bundleThe Triangle Architecture is a foundational Salesforce pattern where Flow, LWC, and Apex work together. This guide focuses on the Apex role in this architecture.
- ▌ Powerpoint Design Guide For Scientific Presentations · tools-only bundleThis guide provides comprehensive instructions for creating professional scientific presentations using PowerPoint, with emphasis on integration with the pptx skill for programmatic creation and best practices for…
- ▌ Causal Loop Diagram · tools-only bundleThe following interactive diagram shows the causal relationships in this system. Click on nodes, edges, or loop indicators to see detailed information.
- ▌ Mkdocs Build Process Workflow · tools-only bundleThis Mermaid diagram shows the complete MkDocs build pipeline from markdown source to generated HTML.
- ▌ Cover Image Generation Workflow · tools-only bundleThis interactive flowchart shows the decision tree for generating book cover images using the generate-cover.sh script.
- ▌ Faq Question Pattern Analysis Workflow · tools-only bundleThis Mermaid diagram shows the workflow for analyzing and validating FAQ question patterns in intelligent textbooks.
- ▌ Chapter Organization Workflow · tools-only bundleThis Mermaid diagram illustrates the decision tree for organizing chapter content in intelligent textbooks.
- ▌ Git Workflow For Skill Development · tools-only bundleThis Mermaid diagram illustrates the Git version control workflow for developing Claude skills.
- ▌ Pdd Prompt Report Prompts Customerserviceagent Txt · tools-only bundleThe prompt is generally well-structured but lacks specific persona definitions.
- ▌ Figures And Tables Best Practices · tools-only bundleFigures and tables are essential components of scientific papers, serving to display data patterns, summarize results, and provide evidence for conclusions.
- ▌ Skills Overview · tools-only bundleA comprehensive collection of specialized AI skills organized into category folders.
- ▌ Press Highlights · tools-only bundleThis detailed, end-to-end tutorial provides a practical blueprint for developers.
- ▌ Aider LLM Leaderboards · tools-only bundleAider excels with LLMs skilled at writing and editing code, and uses benchmarks to evaluate an LLM's ability to follow instructions and edit code successfully without human intervention.
- ▌ Skill Scanner Architecture 3 · tools-only bundleSkill Scanner is a modular security scanner for agent skill packages. It combines deterministic scanning with optional LLM-assisted analysis through a central orchestrator and pluggable analyzers.
- ▌ Skills Overview 2 · tools-only bundleA comprehensive collection of specialized AI skills organized into category folders.
- ▌ Root Cause · tools-only bundleClaude Code began sending unsupported Anthropic beta headers to non-Anthropic providers (Bedrock, Azure AI, Vertex AI), causing invalid beta flag errors.
- ▌ Media Kit · tools-only bundleEverything you need to write about ContextForge-assets, ready-to-use copy, badges, images, and quick-start commands.
- ▌ Skills Overview 3 · tools-only bundleA comprehensive collection of specialized AI skills organized into category folders.
- ▌ Root Cause 2 · tools-only bundleClaude Code began sending unsupported Anthropic beta headers to non-Anthropic providers (Bedrock, Azure AI, Vertex AI), causing invalid beta flag errors.
- ▌ Media Kit 2 · tools-only bundleEverything you need to write about ContextForge MCP Gateway-assets, ready-to-use copy, badges, images, and quick-start commands.
- ▌ What Are Skills · tools-only bundleAI Skills Hub is a cross-platform resource manager for AI CLI tools, providing unified skills, commands, and prompts for Claude Code, Codex CLI, Gemini CLI, Qwen Code, and more.
- ▌ File Format Support · tools-only bundleThis document provides detailed information about each file format supported by MarkItDown.
- ▌ Remote And Async Communication · tools-only bundleGuide to effective communication in remote-first and async-first environments.
- ▌ Dask Bags · tools-only bundleDask Bag implements functional operations including map, filter, fold, and groupby on generic Python objects. It processes data in parallel while maintaining a small memory footprint through Python iterators.
- ▌ Pufferlib Vectorization Guide · tools-only bundlePufferLib's vectorization system enables high-performance parallel environment simulation, achieving millions of steps per second through optimized implementation inspired by EnvPool.
- ▌ Viral Tweet Optimizer · tools-only bundleYou are a viral tweet optimization agent. Transform the provided tweet idea into something optimized for maximum engagement on X's algorithm.
- ▌ Intelligent Textbook Feature Checklist · tools-only bundleThis checklist helps authors and product managers understand what features are available in the MkDocs Material intelligent textbook ecosystem.
- ▌ General Scientific Data Formats Reference · tools-only bundleThis reference covers general-purpose scientific data formats used across multiple disciplines.
- ▌ Why Evaluators · tools-only bundleEvaluators assess the quality and performance of conversational agents by analyzing their outputs, behaviors, and goal achievement.
- ▌ Cascadeflow Cost Tracking Guide · tools-only bundleComplete guide to cost tracking and budget management with cascadeflow.
- ▌ Streaming Events · tools-only bundleStrands Agents SDK provides real-time streaming capabilities that allow you to monitor and process events as they occur during agent execution.
- ▌ Cost Tracking Monitor AI Agent Token Usage And Spending · tools-only bundleEvalView includes comprehensive cost tracking based on model token usage. This feature automatically calculates costs per test run based on GPT-5 family pricing (or custom pricing) and provides detailed breakdowns.
- ▌ Cost Tracking Implementation · tools-only bundleEvalView now includes comprehensive cost tracking based on model token usage. This feature automatically calculates costs per test run based on GPT-5 family pricing (or custom pricing) and provides detailed breakdowns.
- ▌ Circuit Transpilation And Optimization · tools-only bundleTranspilation is the process of rewriting a quantum circuit to match the topology and gate set of a specific quantum device, while optimizing for execution on noisy quantum computers.
- ▌ Backend Configuration Guide · tools-only bundleComplete guide to configuring Outlines with different model backends.
- ▌ Badge Reference Guide · tools-only bundleThis document provides a comprehensive reference for badges commonly used in GitHub README files, particularly for educational and documentation projects.
- ▌ Hardware Backends And Execution · tools-only bundleQiskit is backend-agnostic and supports execution on simulators and real quantum hardware from multiple providers.
- ▌ Spend Tracking · tools-only bundleimport Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
- ▌ Spend Tracking 2 · tools-only bundleimport Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';