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- ▌ Verifier Fusion Plan Ptcg Gameplay Eval Plus Rubrics · tools-only bundleBoth changes tie together because they clean up how rubrics flow from task apps to the backend verifier.
- ▌ Prompt Driven Development Pdd · tools-only bundleA Practical, Scalable & Future-Proof Paradigm for Software Engineering\\
- ▌ Whitepaper The Case For Prompt Driven Development 2 · tools-only bundleTraditional software development faces a significant challenge: the overwhelming cost of maintenance.
- ▌ Venn Diagram Skill · tools-only bundleUse the skill-generator skill to create a new skill called venn-diagram-generator. This skill will use the venn.js javascript library to create a new diagram. The github repo for venn.js is
- ▌ Vintage Manual Animation Style Guide · tools-only bundleA comprehensive guide to the animation effects developed for the light mode "vintage technical manual" theme.
- ▌ V Words And Expressions Commonly Misused · tools-only bundle(Some of the forms here listed, as like I did, are downright bad English; others, as the split infinitive, have their defenders, but are in such general disfavor that it is at least inadvisable to use them; still…
- ▌ When Main Claude Should Use Validator 3 · tools-only bundleRun validation checks and report results. Tests, linters, type checks, formatting. Report what passed, what failed, and specific errors.
- ▌ Dnanexus Job Execution And Workflows · tools-only bundleJobs are the fundamental execution units on DNAnexus. When an applet or app runs, a job is created and executed on a worker node in an isolated Linux environment with constant API access.
- ▌ Search Strategies For Perplexity · tools-only bundleBest practices and strategies for crafting effective search queries with Perplexity models.
- ▌ Hand Build Components · tools-only bundleDo you already have an existing UI component to visualize some backend data? Or do you need some functionality currently not supported in UI Agent generic UI components.
- ▌ Medchem Rules And Filters Catalog · tools-only bundleComprehensive catalog of all available medicinal chemistry rules, structural alerts, and filters in medchem.
- ▌ Stride Skill Set Knowledge Architecture V5 2 3 · tools-only bundleSecurity Principles serve as the foundation that guides all phases of the threat modeling process.
- ▌ Stride Skill Set Knowledge Architecture V5 2 4 · tools-only bundleSecurity Principles serve as the foundation that guides all phases of the threat modeling process.
- ▌ International Gtm Playbooks · tools-only bundleMarket-by-market expansion guides for US, UK, DACH, France, and Canada.
- ▌ Scientific Reporting Standards And Guidelines · tools-only bundleThis document catalogs major reporting standards and guidelines across scientific disciplines. When reviewing manuscripts, verify that authors have followed the appropriate guidelines for their study type and discipline.
- ▌ Quick Start 3 · tools-only bundleCache LLM Responses. LiteLLM's caching system stores and reuses LLM responses to save costs and reduce latency. When you make the same request twice, the cached response is returned instead of calling the LLM API again.
- ▌ Quick Start 4 · tools-only bundleCache LLM Responses. LiteLLM's caching system stores and reuses LLM responses to save costs and reduce latency. When you make the same request twice, the cached response is returned instead of calling the LLM API again.
- ▌ Solid Principles In Apex · tools-only bundleSOLID principles guide object-oriented design for maintainable, flexible code.
- ▌ Database Cache Layer · tools-only bundleImplement production-grade multi-tier caching architecture for databases using Redis (distributed cache), in-memory caching (L1), and CDN (static assets) to reduce database load by 80-95%, improve query latency from…
- ▌ Caching API Reference · tools-only bundleCache expensive computations in memory or on disk for better performance.
- ▌ Marimo Caching Reference · tools-only bundleFor expensive MCMC sampling and Bayesian model fits, use this pattern to cache outputs and avoid unnecessary re-runs during development. This supplements marimo's built-in caching with data/parameter-aware invalidation.
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- ▌ Graph Objects Low Level API · tools-only bundleThe plotly.graph_objects module provides fine-grained control over figure construction through Python classes representing Plotly components.
- ▌ Iso 13485 2016 Requirements Breakdown · tools-only bundleThis document provides a comprehensive breakdown of ISO 13485:2016 requirements for medical device Quality Management Systems (QMS).
- ▌ Knowledge Graph Reasoning · tools-only bundleKnowledge graphs represent structured information as entities and relations in a graph format.
- ▌ Prompt Caching · tools-only bundleAider supports prompt caching for cost savings and faster coding. Currently Anthropic provides caching for Sonnet and Haiku, and DeepSeek provides caching for Chat.
- ▌ Triz Plus AI Prompt Templates · tools-only bundleAI-enhanced prompts for systematic innovation using Large Language Models.
- ▌ Networkx Graph Basics · tools-only bundleOnce graphs contain floating point numbers, all results are inherently approximate due to precision limitations. Small arithmetic errors can affect algorithm outcomes, particularly in minimum/maximum computations.
- ▌ Blade Templates Reference · tools-only bundleComplete reference for Blade templating in Sage WordPress themes.
- ▌ Blast Operations With Bio Blast · tools-only bundleBio.Blast provides tools for running BLAST searches (both locally and via NCBI web services) and parsing BLAST results in various formats. The module handles the complexity of submitting queries and parsing outputs.
- ▌ Installer Skill Todo · tools-only bundleThe site is never checked into the main branch. It is pushed to the gh-deploy branch by the mkdocs gh-deploy command.
- ▌ Microsim Utils Todo · tools-only bundleAdd a new standardization check that validates sample iframe example URLs in index.md files to ensure they reference the correct GitHub Pages deployment path.
- ▌ MCP Tools Reference 2 · tools-only bundleTools are functions that AI assistants can invoke to perform actions or retrieve data.
- ▌ Sora2 Openai · tools-only bundleSora2 understands narrative and world physics. Write like a screenplay.
- ▌ Todo Claude SEO · tools-only bundleEvaluate which agents truly need Bash access. Consider replacing with WebFetch where possible.
- ▌ Standard Mode Enhanced Research Pipeline · tools-only bundle"This analysis has the following limitations: [List 2-3 key limitations and their impact]"
- ▌ Reviewer Expectations By Venue · tools-only bundleUnderstanding what reviewers look for at different venues is essential for crafting successful submissions. This guide covers evaluation criteria, common rejection reasons, and how to address reviewer concerns.
- ▌ Advanced Features 5 · tools-only bundleBoth @skill.resource and @skill.script decorated functions can optionally accept a RunContext[DepsType] parameter to access dependencies. The toolset automatically detects this by inspecting the function signature.
- ▌ Qwen Image Qwen Image Edit Alibaba · tools-only bundleQwen Image Edit LoRAs ไม่ต้องใช้ trigger words พิเศษ เขียน prompt เป็นภาษาธรรมชาติได้เลย ระบบจะ activate LoRA อัตโนมัติตามที่เปิดใช้งาน
- ▌ Tools And Utilities Reference · tools-only bundleCommand-line tools, Neovim utilities, and AI-assisted workflow patterns for this configuration.
- ▌ MCP Tools Reference · tools-only bundleM4 exposes these tools to AI clients via the Model Context Protocol. Tools are filtered based on the active dataset's modality.
- ▌ Tools Reference · tools-only bundleOpenBotX is an AI assistant platform. Tools are Python functions the AI agent can call during conversations. This document provides a complete reference for all built-in tools, their parameters, and access rules.
- ▌ Tools Layer · tools-only bundleEvery capability the agent can invoke during a conversation. Each tool is an async function decorated with @basetool or @filetool, then converted to a tinyagent AgentTool via totinyagenttool().
- ▌ Tools Layer 2 · tools-only bundleEvery capability the agent can invoke during a conversation. Each tool is an async function decorated with @basetool or @filetool, then converted to a tinyagent AgentTool via totinyagenttool().
- ▌ The Tool Decorator · tools-only bundleTools are the core building blocks that allow your LLM to interact with external systems, execute code, and access data that isn't in its training data.
- ▌ Data Retention Policy · tools-only bundleThis policy outlines the requirements and controls/procedures LiteLLM Cloud has implemented to manage the retention and deletion of customer data.
- ▌ Wan 2 2 Alibaba · tools-only bundleWan 2.2 excels with descriptive, scene-based prompts. Describe what happens cinematically.
- ▌ Declarative Automation Advanced Concepts · tools-only bundleThis document covers advanced topics for deep understanding of the declarative automation system.
- ▌ Argocd Cluster Bootstrapping Tools And Commands · tools-only bundleComplete reference for CLI commands, scripts, and automation tools used in cluster bootstrapping.
- ▌ Getting Started With Simple Chat · tools-only bundleWelcome! This tutorial will walk you through your first experience with Simple Chat - from deployment to having your first AI-powered conversation with your own documents.
- ▌ Quest Matrix Systematic Query Generation · tools-only bundleA framework for generating comprehensive search queries that cover all angles of a topic.
- ▌ Provider Files Endpoints · tools-only bundleFiles are used to upload documents that can be used with features like Assistants, Fine-tuning, and Batch API.
- ▌ Platform Specific Notes · tools-only bundleLoad this reference when processing non-YouTube URLs or when a YouTube operation behaves unexpectedly.
- ▌ Pdd Tutorials · tools-only bundleThis document provides step-by-step tutorials for common tasks in the PDD workflow.
- ▌ Units And Quantities Astropy Units · tools-only bundleThe astropy.units module handles defining, converting between, and performing arithmetic with physical quantities.
- ▌ Getting Started With Antigravity Awesome Skills · tools-only bundleAI Agents (like Claude Code, Gemini, Cursor) are smart, but they lack specific knowledge about your tools.
- ▌ Getting Started With Antigravity Awesome Skills 2 · tools-only bundleAI Agents (like Claude Code, Gemini, Cursor) are smart, but they lack specific knowledge about your tools.
- ▌ Getting Started With Antigravity Awesome Skills 3 · tools-only bundleAI Agents (like Claude Code, Gemini, Cursor) are smart, but they lack specific knowledge about your tools.
- ▌ Getting Started With Antigravity Awesome Skills 4 · tools-only bundleAI Agents (like Claude Code, Gemini, Cursor) are smart, but they lack specific knowledge about your tools.
- ▌ Add Time Spine For Metricflow Semantic Layer · tools-only bundleA time spine is essential for time-based joins and aggregations in MetricFlow. It provides the foundation for time-based metrics and dimensions.
- ▌ Genomic Tokenizers · tools-only bundleTokenizers convert genomic regions into discrete tokens for machine learning applications, particularly useful for training genomic deep learning models.
- ▌ Loading Tokenizers · tools-only bundleTokenizers convert text into numerical representations (tokens) that models can process. They handle special tokens, padding, truncation, and attention masks.
- ▌ Security Audit Report · tools-only bundleThis audit covers the scripts as of the audit date. Always review code before running it in sensitive environments. If you find any security issues, please report them via GitHub Issues.
- ▌ Deepspeed Tutorials · tools-only bundleThis tutorial will show how to use DeepNVMe for data transfers between persistent storage and tensors residing in host or device memory.
- ▌ Bloc State Management · tools-only bundle✅ Immutable states ✅ Small, focused blocs ✅ One feature = one bloc ✅ Use Cubit when possible ✅ Test all blocs
- ▌ Getting Started Construction Company Automation Guide · tools-only bundleBIM, ERP, Excel, PDF, photos — these are all databases in different formats. Behind every Revit file is a structured database. Behind every PDF is unstructured text.
- ▌ Getting Started With Evalview · tools-only bundleEvalView is lightweight, YAML-first, and gets you testing AI agents in under 5 minutes. No database required, no vendor lock-in, works offline with Ollama.
- ▌ Getting Started With Evalview 2 · tools-only bundleEvalView is a lightweight, YAML-first testing framework for AI agents. Get started in under 5 minutes.
- ▌ Multi Platform Upload Guide · tools-only bundleSkill Seekers supports uploading to 4 LLM platforms: Claude AI, Google Gemini, OpenAI ChatGPT, and Generic Markdown export.
- ▌ Uspto Trademark Apis Reference · tools-only bundleTSDR enables programmatic retrieval of trademark case status documents and information.
- ▌ Geniml Utilities And Additional Tools · tools-only bundleBBClient provides efficient caching of BED files from remote sources, enabling faster repeated access and integration with R workflows.
- ▌ Features Are Prompt Sections · tools-only bundleHow to write system prompts for prompt-native agents. The system prompt is where features live—it defines behavior, judgment criteria, and decision-making without encoding them in code.
- ▌ Graphic Design For Digital Media · tools-only bundleDesign principles for thumbnails, feature images, and social media graphics.
- ▌ Prompt Formats JSON Vs Natural Language · tools-only bundleGuide for choosing between structured JSON prompts and natural language descriptions.
- ▌ Multi Row Headers Single Row Headers · tools-only bundleHeaders span multiple rows (e.g., Category + Subcategory, Quarter + Metric).
- ▌ Time Series Analysis Reference · tools-only bundleThis document provides comprehensive guidance on time series models in statsmodels, including ARIMA, state space models, VAR, exponential smoothing, and forecasting methods.
- ▌ Marp Theme CSS Creation Guide · tools-only bundleHow to create custom themes based on the official Marpit theme CSS specification.
- ▌ Claude Code Skills Tips And Tricks · tools-only bundleIn this mode, claude will not constantly ask for permissions to manipulate files and run commands. However, that is a REALLY long and hard to remember command line option.
- ▌ Troubleshooting Guide 11 · tools-only bundleCommon issues and solutions when using the invoking-github skill.
- ▌ Apex Troubleshooting Guide 3 · tools-only bundleComprehensive guide to debugging Apex code, LSP validation, dependency management, and common deployment issues.
- ▌ Think Protocol Researcher Metacognition · tools-only bundleExplicit thinking phases that mirror how skilled researchers approach problems.
- ▌ Admin Console Concepts · tools-only bundle???+ example "🔌 How do I expose an MCP server over SSE?" To federate a new MCP Server to your gateway, it must run over Server-Sent Events (SSE) so the gateway can communicate with it.
- ▌ Input Data Transformation · tools-only bundleIf structured Input Data are not in JSON format necessary for UI Agent processing, data transformation can be used to bring them to this format and related data structures.
- ▌ Compass Checklist Perspective Coverage Audit · tools-only bundleA framework for ensuring comprehensive multi-perspective coverage in research.
- ▌ Research Creative Idea Evaluation Frameworks · tools-only bundleThese three dimensions appear repeatedly across the literature, from Besemer & Treffinger (1981) to modern AI creativity research.
- ▌ Tool Design · tools-only bundleSingle comprehensive tools > multiple narrow tools. Target: 10-20 tools max.
- ▌ Skill Structure Guide · tools-only bundleHow to structure the output skill directory, write valid SKILL.md frontmatter, name and format reference files, and link between them.
- ▌ Fullstack Tech Stack Guide · tools-only bundleTechnology selection guide with trade-offs, use cases, and integration patterns for modern fullstack development.
- ▌ Unified Multi Source Scraping · tools-only bundleUnified multi-source scraping allows you to combine knowledge from multiple sources into a single comprehensive Claude skill.
- ▌ Content Creator Ideation · tools-only bundleSystematic ideation workflows for bloggers, YouTubers, course creators, and trainers.
- ▌ Tissue Masks · tools-only bundleTissue masks are binary representations that identify tissue regions within whole slide images. They are essential for filtering out background, artifacts, and non-tissue areas during tile extraction.
- ▌ Circuit Transformations · tools-only bundleThis guide covers circuit optimization, compilation, and manipulation using Cirq's transformation framework.
- ▌ Troubleshooting Guide 7 · tools-only bundleSave as diagnose.py and run with python diagnose.py for quick troubleshooting.
- ▌ Chrome Devtools MCP Troubleshooting Guide · tools-only bundleMake sure the MCP client uses the same npm and node version as the terminal.
- ▌ Troubleshooting Guide 8 · tools-only bundleThis guide covers common issues when using EvalView and how to resolve them.
- ▌ Azure Ad Sso Troubleshooting Guide · tools-only bundleComprehensive troubleshooting guide for Azure AD OAuth2/OIDC integration issues.
- ▌ Troubleshooting Guide Common Evalview Issues And Solutions · tools-only bundleCrewAI can return either tasks or agent_executions format. EvalView handles both, but ensure your CrewAI version is compatible.
- ▌ Promptheus Troubleshooting Guide · tools-only bundleThis document provides diagnostic procedures and resolution strategies for common issues encountered during Promptheus operation.
- ▌ Usage Patterns · tools-only bundlePractical workflows and patterns for using Repomix in different scenarios.
- ▌ Troubleshooting Guide 6 · tools-only bundleComprehensive guide for diagnosing and resolving common issues with Skill Seekers.