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- ▌ React Best Practices 2 · tools-only bundleComprehensive performance optimization guide for React and Next.js applications, designed for AI agents and LLMs.
- ▌ Reranker Providers · tools-only bundleMost providers return relevance scores in 0-1 range natively, but some (like transformers cross-encoders) may return unbounded scores.
- ▌ Workflow Patterns · tools-only bundleUse these patterns when skills need multi-step processes with quality controls.
- ▌ External Service Operations Guide · tools-only bundleExternal Services in Salesforce auto-generate Apex classes from OpenAPI specifications, providing type-safe API integrations without manual HTTP code.
- ▌ File I O And Data Formats · tools-only bundlePyOpenMS supports multiple mass spectrometry file formats for reading and writing. This guide covers file handling strategies and format-specific operations.
- ▌ Object Detection Optimization · tools-only bundleComprehensive guide to optimizing object detection models for accuracy and inference speed.
- ▌ Fda Submission Guide · tools-only bundleComplete framework for 510(k), De Novo, and PMA submissions to the FDA.
- ▌ Antigravity Workflows · tools-only bundleA workflow is a guided, step-by-step execution path that combines multiple skills for one concrete outcome.
- ▌ Openrouter Setup Guide · tools-only bundleComplete guide to setting up and using OpenRouter for Perplexity model access.
- ▌ Single Loop Learning · tools-only bundleThe set point (goal) is not questioned. Only the action is adjusted.
- ▌ Fda Capa Requirements · tools-only bundleComplete guide to Corrective and Preventive Action requirements per 21 CFR 820.100.
- ▌ Figma Design Validation With MCP · tools-only bundleGuide for validating UI implementation against Figma designs using Figma MCP.
- ▌ Ecg And Cardiac Signal Processing · tools-only bundleProcess electrocardiogram (ECG) and photoplethysmography (PPG) signals for cardiovascular analysis.
- ▌ Creator Studio Pack Complete Production Workflows · tools-only bundleThis guide contains battle-tested production workflows for different content creation scenarios. Each workflow includes timing estimates, tools used, and expected outputs.
- ▌ Openspec Instructions 2 · tools-only bundleInstructions for AI coding assistants using OpenSpec for spec-driven development.
- ▌ Differential Expression Analysis In Scvi Tools · tools-only bundleThis document provides detailed information about differential expression (DE) analysis using scvi-tools' probabilistic framework.
- ▌ Distributed Computing With Arboreto · tools-only bundleArboreto leverages Dask for parallelized computation, enabling efficient GRN inference from single-machine multi-core processing to multi-node cluster environments.
- ▌ Openai Compatible API · tools-only bundleOnce you have obtained API keys using either of the above skills, you can use them to interact with your agent through the OpenAI-compatible API endpoint. Choose the appropriate key based on your access requirements.
- ▌ Reference Categories 3 · tools-only bundlePostgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
- ▌ Available Agent Skills · tools-only bundleA curated collection of Agent Skills for AI-augmented software development. Skills cover web development, video creation, security auditing, legal compliance, and enterprise software engineering.
- ▌ Available Agent Skills 2 · tools-only bundleA curated collection of Agent Skills for AI-augmented software development. Skills cover web development, video creation, security auditing, legal compliance, and enterprise software engineering.
- ▌ Sentry Agent Skills 2 · tools-only bundleA collection of agent skills for use by Sentry employees, primarily designed for Claude Code.
- ▌ AI Devkit Rules · tools-only bundleThis project uses ai-devkit for structured AI-assisted development. Phase documentation is located in docs/ai/.
- ▌ Agents Md Jira Communication · tools-only bundleDevelopment guide for maintaining and extending the Jira communication scripts.
- ▌ Role And Responsibilities · tools-only bundleThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
- ▌ Ed3d House Style · tools-only bundleThis repository contains coding standards, patterns, and skills for ed3d projects.
- ▌ Supervised Learning Reference · tools-only bundleSupervised learning algorithms learn from labeled training data to make predictions on new data. Scikit-learn provides comprehensive implementations for both classification and regression tasks.
- ▌ Strategy Types For Okr Generation · tools-only bundleComprehensive breakdown of the five core strategy types with objectives, key results, and when to use each.
- ▌ Paper2poster Academic Poster Generation · tools-only bundlePaper2Poster automatically generates professional academic posters from research papers.
- ▌ Multi Tenancy Architecture · tools-only bundleThe MCP Gateway implements a comprehensive multi-tenant architecture that provides secure isolation, flexible resource sharing, and granular access control.
- ▌ Multi Tenancy Architecture 2 · tools-only bundleContextForge implements a comprehensive multi-tenant architecture that provides secure isolation, flexible resource sharing, and granular access control.
- ▌ Multi Tenancy Architecture 3 · tools-only bundleThe MCP Gateway implements a comprehensive multi-tenant architecture that provides secure isolation, flexible resource sharing, and granular access control.
- ▌ Orchestration Pattern Conditional · tools-only bundleThe Conditional pattern uses a parent flow to evaluate conditions and dynamically decide which child subflows to execute.
- ▌ Troubleshooting Reference · tools-only bundleUpdate userAssignedIdentityID to match the cluster's kubelet identity, or grant permissions to the identity that's actually being used.
- ▌ Electrodermal Activity Eda Analysis · tools-only bundleElectrodermal Activity (EDA), also known as Galvanic Skin Response (GSR) or Skin Conductance (SC), measures the electrical conductance of the skin, reflecting sympathetic nervous system arousal and sweat gland activity.
- ▌ Authentication Setup · tools-only bundleThis skill uses JWT Bearer authentication to access the Data Cloud Query API. Authentication is configured via an External Client App (ECA) in Salesforce.
- ▌ Apex Troubleshooting Guide · tools-only bundleComprehensive guide to debugging Apex code, LSP validation, dependency management, and common deployment issues.
- ▌ HTTP Errors · tools-only bundleThis guide covers common errors and solutions when working with Airbyte Agent Connectors.
- ▌ Macos Linux · tools-only bundleOnly accounts with static subdomains (e.g., abc123.us1.dbt.com) support OAuth. Check your Access URLs in dbt platform settings.
- ▌ Troubleshooting Common Pymc Problems · tools-only bundleThis reference covers the most common model-building problems encountered by PyMC users, with precise diagnostics and solutions.
- ▌ Apex Troubleshooting Guide 2 · tools-only bundleComprehensive guide to debugging Apex code, LSP validation, dependency management, and common deployment issues.
- ▌ HTTP Errors 2 · tools-only bundleThis guide covers common errors and solutions when working with Airbyte Agent Connectors.
- ▌ Workers Not Starting · tools-only bundleCommon issues encountered when running ZERG, organized by symptom. Each entry follows a Problem / Cause / Solution format.
- ▌ Troubleshooting Quick Reference · tools-only bundleQuick fixes for common Home Agent issues. For detailed diagnostics, see the Complete Troubleshooting Guide.
- ▌ Lm Studio · tools-only bundleMake sure the API key matches the provider. An OpenAI key won't work with --provider gemini.
- ▌ Common Issues · tools-only bundleThe default timeout is 120 seconds. For very large reviews, the model may need more time. This is a limitation of reasoning models.
- ▌ Quick Diagnostic Guide · tools-only bundleThis guide helps you diagnose and resolve ZERG issues. Each section explains not just what to do, but why problems occur and how to prevent them in the future.
- ▌ Output Patterns · tools-only bundleUse these patterns when skills need to produce consistent, high-quality output.
- ▌ Output Patterns 2 · tools-only bundleUse these patterns when skills need to produce consistent, high-quality output.
- ▌ Output Patterns 3 · tools-only bundleUse these patterns when skills need to produce consistent, high-quality output.
- ▌ Output Patterns 4 · tools-only bundleProvide templates when the skill must produce a specific format. Match strictness to requirements.
- ▌ Defectdojo Troubleshooting Guide · tools-only bundleThis bypasses SSO redirect and shows standard username/password login.
- ▌ Benchling Authentication Reference · tools-only bundleBenchling supports three authentication methods, each suited for different use cases.
- ▌ Templates Not Found In Cache After Update · tools-only bundleThe PreToolUse hook runs cat task_plan.md. If the file doesn't exist, the hook silently succeeds (by design).
- ▌ Troubleshooting Guide · tools-only bundleCommon issues and solutions for Agentforce session tracing extraction.
- ▌ Troubleshooting Guide 2 · tools-only bundleFor database corruption, automatic backups are created before migrations. Check for .bak files in ~/.transcript-fixer/.
- ▌ Macos Sqlite Disk I O Error · tools-only bundleThis guide covers common issues and their solutions when running ContextForge.
- ▌ Troubleshooting Guide 3 · tools-only bundleThis document provides solutions to common issues you may encounter when using the Claude Scientific Writer.
- ▌ Common Errors · tools-only bundleThis means most "CSRF token expired" errors resolve automatically.
- ▌ Electrooculography Eog Analysis · tools-only bundleElectrooculography (EOG) measures eye movements and blinks by detecting electrical potential differences generated by eye position changes.
- ▌ MCP Authentication Patterns · tools-only bundleComplete guide to authentication methods for MCP servers in Claude Code plugins.
- ▌ Github Automation Setup Guide · tools-only bundleAll workflows check this file and exit immediately if disabled.
- ▌ Argocd Image Updater Authentication Guide · tools-only bundleThe Image Updater supports multiple credential formats in the ConfigMap registries.conf. Choose the appropriate type based on your secret format.
- ▌ Protocols Io Authentication · tools-only bundleThe protocols.io API supports two types of access tokens for authentication, enabling access to both public and private content.
- ▌ Labarchives Authentication Guide · tools-only bundleThe external applications password is different from your regular LabArchives login password. It provides API access without exposing your primary credentials.
- ▌ Authorization Code Plus Pkce Flow Template · tools-only bundleOAuth 2.0 Authorization Code flow with Proof Key for Code Exchange (PKCE) for public clients.
- ▌ Database Transaction Management Audit · tools-only bundleThis prompt guides you through auditing the MCP Gateway codebase for proper database transaction management.
- ▌ Database Transaction Management Audit 2 · tools-only bundleThis prompt guides you through auditing ContextForge codebase for proper database transaction management.
- ▌ AWS Sqs And Sns Official Documentation Reference · tools-only bundleThis file contains reference information extracted from official AWS resources for the AWS SDK for Java 2.x messaging patterns.
- ▌ Dpia Methodology · tools-only bundleData Protection Impact Assessment process, criteria, and checklists following GDPR Article 35 and WP29 guidelines.
- ▌ Effectiveness Verification Guide · tools-only bundleCAPA effectiveness assessment procedures, verification methods, and closure criteria.
- ▌ Ears Syntax · tools-only bundleEasy Approach to Requirements Syntax for clear, unambiguous requirements.
- ▌ Enhancement Modes Guide 2 · tools-only bundleComplete guide to all LOCAL enhancement modes in Skill Seekers.
- ▌ Error Budget Policy · tools-only bundleError budget = 1 - SLO target. It represents acceptable unreliability.
- ▌ Revenue Cloud Data Model Template · tools-only bundlePre-built data model for Salesforce Revenue Cloud (CPQ, Billing, Subscription Management) using flowchart LR format with color coding and relationship indicators.
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- ▌ Interview Questions · tools-only bundleUse AskUserQuestions when questions have a finite set of likely answers. Use open-ended follow-up when answers are unbounded.
- ▌ Latex Poster Packages Comprehensive Comparison · tools-only bundleThree major LaTeX packages dominate research poster creation: beamerposter, tikzposter, and baposter. Each has distinct strengths, syntax, and use cases. This guide provides detailed comparisons and practical examples.
- ▌ Latex To PDF Route · tools-only bundleThis route is for creating PDFs using native LaTeX (.tex) files compiled with Tectonic. The goal is to create professional PDFs that exceed user expectations.
- ▌ Langchain4j RAG Implementation Guide · tools-only bundleRAG (Retrieval-Augmented Generation) extends LLM knowledge by finding and injecting relevant information from your data into prompts before sending to the LLM.
- ▌ Medical Journal Writing Style Guide · tools-only bundleComprehensive writing guide for NEJM, Lancet, JAMA, BMJ, Annals of Internal Medicine, and other major medical journals.
- ▌ Ml Conference Writing Style Guide · tools-only bundleComprehensive writing guide for NeurIPS, ICML, ICLR, CVPR, ECCV, ICCV, and other major machine learning and computer vision conferences.
- ▌ Nature And Science Writing Style Guide · tools-only bundleComprehensive writing guide for Nature, Science, and related high-impact multidisciplinary journals (Nature Communications, Science Advances, PNAS).
- ▌ Nih National Institutes Of Health Grant Writing Guidelines · tools-only bundleNIH proposals are evaluated using scored criteria (1-9 scale, 1 = exceptional, 9 = poor) and additional review considerations (not scored but discussed).
- ▌ Nsf National Science Foundation Grant Writing Guidelines · tools-only bundle✅ Start with specific aims/objectives - Crystal clear research goals ✅ Make broader impacts substantive - Specific activities, not platitudes ✅ Use figures effectively - Conceptual diagrams, preliminary data, timelines…
- ▌ Mermaid JS Diagram Types · tools-only bundleComprehensive syntax reference for all 24+ diagram types in Mermaid.js v11.
- ▌ Enabling Actuator · tools-only bundleThe spring-boot-actuator module provides all of Spring Boot's production-ready features. The recommended way to enable the features is to add a dependency on the spring-boot-starter-actuator starter.
- ▌ Executive Brief Q1 2025 Planning · tools-only bundleBased on Q4 2024 metrics against Q1 2025 objectives, the product is positioned with mixed progress potential: current Daily Active Users of 45,000 need to grow 20% to reach 90,000, while the Feature Adoption Rate at 67%…
- ▌ Meeseeks API Project Guidance · tools-only bundleScope: this file applies to the apps/meeseeks_api/ package. It captures runtime behavior, hidden dependencies, and testing notes so changes stay safe and predictable.
- ▌ Guide For Ais · tools-only bundleI'm Markus. Call me that. I'm an independent software consultant in my own company called maragu, and I've been developing software and web app products professionally for 10+ years.
- ▌ Guide For Ais 2 · tools-only bundleI'm Markus. Call me that. I'll also accept "human friend". I'm an independent software & AI consultant in my own company called maragu, and I've been developing software and web app products professionally for 10+ years.
- ▌ Meeseeks API Project Guidance 2 · tools-only bundleScope: this file applies to the apps/meeseeks_api/ package. It captures runtime behavior, hidden dependencies, and testing notes so changes stay safe and predictable.
- ▌ Time Series Segmentation · tools-only bundleAeon provides algorithms to partition time series into regions with distinct characteristics, identifying change points and boundaries.
- ▌ Similarity Search · tools-only bundleAeon provides tools for finding similar patterns within and across time series, including subsequence search, motif discovery, and approximate nearest neighbors.
- ▌ Deeptools Normalization Methods · tools-only bundleThis document explains the various normalization methods available in deepTools and when to use each one.
- ▌ Diagram Reports Generator 2 · tools-only bundleThe diagram-reports-generator skill automatically generates comprehensive reports of all diagrams and MicroSims in an intelligent textbook by analyzing chapter markdown files.
- ▌ Experiment Types And Workflows · tools-only bundleAdaptyv provides multiple experimental assay types for comprehensive protein characterization. Each experiment type has specific applications, workflows, and data outputs.
- ▌ Instructions For Litellm · tools-only bundleThis document provides comprehensive instructions for AI agents working in the LiteLLM repository.
- ▌ Agents Quick Guide · tools-only bundleThis file guides coding agents working in this repository. It applies to the entire repo. Deeper AGENTS.md files may further specialize instructions and take precedence within their subtrees.
- ▌ Claude Code Plugin Development · tools-only bundleUse ${CLAUDEPLUGINROOT} to reference files within the plugin (required because plugins are copied to a cache location when installed).