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- ▌ Remarkable 2 Plus AI Cartographie Complte Des Hacks Outils · tools-only bundleLa reMarkable 2 est une tablette e-ink Linux full-root-access. Sa philosophie de distraction zéro en fait un outil de pensée, mais ses intégrations natives sont minimalistes.
- ▌ Google Chat Widget Reference · tools-only bundleFormatted text block. Supports Google Chat formatting (bold, italic, ).
- ▌ Build Optimization · tools-only bundleDetailed guide for Vite 7 build configuration, chunk splitting strategies, performance tuning, and bundle analysis.
- ▌ Dex Plugin Distribution Executive Summary · tools-only bundleI've converted your Claudesidian/Dex system into a proper Claude Code plugin that can be distributed to users with zero dependency on your personal vault data.
- ▌ Auditing State Tax Pr Arguments · tools-only bundleIf a clear official source PDF URL is found (e.g., a .gov domain tax instruction booklet), use it and skip to Phase 2.
- ▌ Infographic Types Reference Guide · tools-only bundleThis reference provides extended templates, examples, and prompt patterns for each infographic type.
- ▌ Monogram Favicon Patterns · tools-only bundleComprehensive guide for creating text-based favicons when no logo icon exists.
- ▌ Secrets Manager Rotation Strategies · tools-only bundleOne user, password changes in place. Brief connection interruption during rotation.
- ▌ Architecture Patterns In Legacy Systems · tools-only bundleCommon architectural patterns found in legacy codebases and how to identify them.
- ▌ Ambiguity Patterns In Requirements · tools-only bundleThis reference provides comprehensive patterns for detecting ambiguous language in software requirements.
- ▌ Mutation Operators Reference · tools-only bundleMutation operators are transformations applied to source code to create mutants. Understanding each operator helps identify what tests are needed to kill the resulting mutants.
- ▌ Migration Checklist 2 · tools-only bundleUse this checklist to track migration progress. Copy into your working notes and check off items as completed.
- ▌ Migration Checklist 4 · tools-only bundleUse this checklist to track migration progress. Copy into your working notes and check off items as completed.
- ▌ Rfc 9728 OAUTH Protected Resource Metadata Compliance · tools-only bundleMCP Gateway implements RFC 9728: OAuth 2.0 Protected Resource Metadata to enable OAuth-protected MCP servers to advertise their authorization server configuration.
- ▌ Action Security Profiles · tools-only bundleSecurity-relevant configuration fields, default behaviors, dangerous configuration patterns, and remediation guidance for each supported AI action. Referenced by SKILL.md Step 5 for action-specific remediation.
- ▌ Research And Survey · tools-only bundleExploring the Landscape of Natural Language Processing Research ref📑 [20 Jul 2023]
- ▌ Research And Survey 2 · tools-only bundleExploring the Landscape of Natural Language Processing Research ref📑 [20 Jul 2023]
- ▌ Feature Proposals · tools-only bundleBuilding a significant feature takes time. Before you invest that effort, we want to make sure we're aligned on direction.
- ▌ Pr Merge Checklist · tools-only bundle❌ WRONG: Immediately merging when seeing "action this" ✅ RIGHT: Check review comments and CI status first
- ▌ Scaling And Equilibration · tools-only bundleComprehensive guide for matrix scaling to improve conditioning and solver performance.
- ▌ Ownership Semantics And Memory Management · tools-only bundleDetailed reference for ownership transfer and moonbitincref/moonbitdecref rules. For basic #borrow/#owned usage and the external object / value-as-bytes patterns, see SKILL.md Phase 2.
- ▌ Program Implementation Comparator Agent · tools-only bundleYou are a specialized agent that compares how two git branches implement the same government benefit program and analyzes which implementation approach is better.
- ▌ Realtime API Guardrails · tools-only bundleGuard voice conversations in the Realtime API — intercept speech transcriptions before the LLM responds.
- ▌ Aggregation Methods · tools-only bundleTechniques for combining and analyzing results from simulation campaigns.
- ▌ Customer Problems Cp 2 · tools-only bundleGuide AI coding agents through identifying, documenting, and validating Customer Problems from business context.
- ▌ Presidio Pii Masking With Litellm Complete Tutorial 2 · tools-only bundleimport Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';
- ▌ React 19 19 2 Feature Reference · tools-only bundleComplete reference for React 19 (December 2024), React 19.1 (June 2025), and React 19.2 (October 2025) features with TypeScript examples.
- ▌ Migration Checklist · tools-only bundleAfter running Ruff's AIR rules, use this manual search checklist to find remaining issues.
- ▌ Migration Checklist 3 · tools-only bundleAfter running Ruff's AIR rules, use this manual search checklist to find remaining issues.
- ▌ Convergence Patterns · tools-only bundleComprehensive guide for diagnosing and improving iterative solver convergence.
- ▌ Deploying Memu On Sealos Devbox · tools-only bundleThis guide demonstrates how to build and deploy a Personal AI Assistant with Long-Term Memory using MemU on Sealos DevBox.
- ▌ Component Catalogue · tools-only bundleThe ~15 most-used shadcn/ui components with install commands, key props, and gotchas. Not exhaustive — see shadcn/ui docs for the full list.
- ▌ Constraint Patterns And Templates · tools-only bundleThis reference provides patterns for extracting and formalizing constraints from natural language.
- ▌ Dex Plugin Ready To Publish Checklist 2 · tools-only bundleIf they don't exist, copy from your actual files and remove personal data.
- ▌ Content Patterns In AI Generated Text · tools-only bundleContent-level indicators focus on WHAT AI writes, not just HOW it writes. These patterns reveal how LLMs conceptualize and present information.
- ▌ Shiny Blog Formatting Conventions · tools-only bundleShiny-specific formatting requirements for blog posts on shiny.posit.co. These conventions are for the Quarto-based Shiny blog.
- ▌ Markup Artifacts In AI Generated Text · tools-only bundleTechnical markup patterns and artifacts that definitively indicate AI involvement. These are often the most objective and least contestable indicators.
- ▌ Claude Code Visual Reference · tools-only bundleAll diagrams in one place. Quick visual overview of Claude Code's key concepts. For detailed docs → Ultimate Guide | Cheatsheet
- ▌ Privacy And Compliance Guide · tools-only bundle✅ Encryption in transit and at rest (automatic) ✅ Access controls (API key management) ✅ Audit logs (conversation history) ✅ Incident response (automatic backups)
- ▌ Release Workflow · tools-only bundleIf no package.json, ask user for version. Always prefix with v (e.g., v1.0.0).
- ▌ Canonical API Surface · tools-only bundleProvide a complete entitlement and authorization setup path for iOS 16+ Screen Time apps, including distribution approval workflow.
- ▌ False Positive Prevention · tools-only bundleCritical guidance for avoiding false accusations of AI authorship. False positives cause real harm - academic penalties, professional damage, and eroded trust.
- ▌ Embedding Model Benchmark 2024 · tools-only bundleThis comprehensive benchmark evaluates 15 popular embedding models across multiple dimensions including retrieval quality, processing speed, memory usage, and cost.
- ▌ Sns Notification Patterns · tools-only bundleBy default, SNS wraps messages. Raw delivery sends just the message body.
- ▌ Dex Plugin Distribution Guide 2 · tools-only bundleThis guide explains how to distribute Dex as a Claude Code plugin.
- ▌ Content Guidelines For Release Posts · tools-only bundleGeneral best practices for release post content, regardless of blog platform. These guidelines are based primarily on Tidyverse blog conventions, which provide a principled approach to announcing package updates.
- ▌ Converting Distill To Quarto · tools-only bundleGuide for converting distill articles and blogs to Quarto format.
- ▌ Security Hardening Guide · tools-only bundleModel Context Protocol (MCP) servers extend Claude Code's capabilities but introduce significant attack surface. Understanding the threat model is essential.
- ▌ Reconciliation Rule Applied · tools-only bundleThis file reconciles claims across canonical docs, SDK extraction, project implementations, and field notes.
- ▌ Convergence Diagnostics · tools-only bundleGuide to analyzing and diagnosing convergence behavior of nonlinear solvers.
- ▌ Optimization Strategies · tools-only bundleThis document provides detailed optimization strategies for common performance bottlenecks in computational materials science simulations. Strategies are organized by bottleneck type and include implementation guidance.
- ▌ Extended Subreddit Guidelines · tools-only bundleDetailed analysis for additional subreddits beyond the core set. Reference this file when targeting these specific communities.
- ▌ Converting Blogdown To Quarto · tools-only bundleGuide for converting blogdown (Hugo-based) sites to Quarto websites or blogs.
- ▌ Formatting Patterns In AI Generated Text · tools-only bundleVisual and typographical formatting patterns that indicate AI authorship. These patterns often result from AI chatbot default behaviors and prompt engineering instructions.
- ▌ Structural Patterns In AI Generated Text · tools-only bundleComprehensive reference for sentence, paragraph, and document-level structural patterns that indicate AI authorship.
- ▌ Including C Library Sources · tools-only bundleThe moon toolchain compiles native-stub files from the package directory only — it does not recurse into subdirectories. All C source files must be in the same directory as moon.pkg.
- ▌ Multi Agent System Evaluation Methodology · tools-only bundleThis document provides a comprehensive methodology for evaluating multi-agent systems across multiple dimensions including performance, reliability, cost-effectiveness, and user satisfaction.
- ▌ Sensitivity Analysis Guidelines · tools-only bundleSensitivity analysis quantifies how input parameter variations affect simulation outputs. It helps identify the most influential parameters for calibration and uncertainty reduction.
- ▌ Github Issue Draft Memory Types Plus Tool Memory · tools-only bundleThis PR enhances MemU's memory type system to support specialized memory structures with type-specific metadata and introduces Tool Memory for agent self-improvement.
- ▌ Fixing Chronological Order Issue In History Loading For · tools-only bundleWhen loading conversation history, todo list artifacts were appearing at the bottom of the message sequence instead of in their correct chronological position.
- ▌ Tool Design Best Practices For Multi Agent Systems · tools-only bundleThis document outlines comprehensive best practices for designing tools that work effectively within multi-agent systems.
- ▌ Agent Skills Best Practices Reference · tools-only bundleWhat works for Opus might need more detail for Haiku. Aim for instructions that work well with all models you plan to support.
- ▌ LLM Assisted Setup · tools-only bundleThe goal of this guide is to help you use an LLM to run through the quickstart guide for Wilmer. This has been updated since the 2025-09 full installation YouTube video.
- ▌ Canonical API Surface 6 · tools-only bundleDefine the end-to-end Screen Time API architecture for building iOS 16+ app/website blocking and usage analytics apps without mixing framework responsibilities.
- ▌ Dex Quick Start Installation · tools-only bundleMost people use AI as a chat interface. You ask questions, get answers, start fresh every time.
- ▌ Microsimulation Reform Implementation Guide · tools-only bundleGuide for implementing policy reforms and microsimulation analysis in PolicyEngine UK ONLY projects.
- ▌ Vector G Eval Of AI Output · tools-only bundleAI agent response is consumed by a subsequent workflow step that passes it through eval, exec, shell expansion, or other code execution sinks.
- ▌ Database Selection Decision Tree · tools-only bundleChoosing the right database technology is crucial for application success. This guide provides a systematic approach to database selection based on specific requirements, data patterns, and operational constraints.
- ▌ Execution Complete Ticket · tools-only bundleFinalize a ticket after execution by transitioning Jira to "In Review" and updating the implementation plan with completion details.
- ▌ Product Plus Technical Spec Target User Agentic Harness · tools-only bundleThe missing piece is orchestration for persona-driven user behavior, not core model capability.
- ▌ Vector I Wildcard User Allowlists · tools-only bundleUser allowlist fields are set to wildcard values ("*") that permit ANY GitHub user -- including external contributors, anonymous users, and potential attackers -- to trigger the AI agent.
- ▌ Data Pipeline Architecture · tools-only bundleComprehensive guide to designing and implementing production data pipelines.
- ▌ Canonical API Surface 2 · tools-only bundleProvide enforcement-safe policy patterns for app/category/domain shielding and reset behavior.
- ▌ Canonical API Surface 5 · tools-only bundleDocument Project Beta’s Screen Time implementation and extract reusable patterns for schedule-driven blocking products.
- ▌ Resource Evaluation Agents Md Outperforms Skills In Our · tools-only bundleVercel blog post comparing four documentation strategies for coding agents on 19 Next.js 16 tasks (APIs not in model training data).
- ▌ Subagent Handling Implementation Technical Report · tools-only bundleThis works because FloatingCard uses useEffect to watch initialPosition prop. If the reference changes, it resets position. By preserving the reference, we prevent unwanted resets.
- ▌ Canonical API Surface 4 · tools-only bundleDefine a resilient onboarding sequence for Screen Time authorization, app selection, and schedule setup.
- ▌ Canonical API Surface 3 · tools-only bundleClarify how ScreenTime.framework complements (not replaces) FamilyControls/ManagedSettings for web usage scenarios.
- ▌ Think Research Plan Act Review 2 · tools-only bundleThink deeply to analyze the following query, construct a well thought out plan of action based on the following context, and then carefully execute that plan step by step.
- ▌ Hydrogen Reference · tools-only bundleHydrogen is Shopify's framework for building custom headless storefronts, powered by React Router 7 (since Hydrogen 2025.5.0, replacing Remix).
- ▌ Admin API Reference · tools-only bundleModern API for Shopify Admin operations with efficient data fetching.
- ▌ Shopify Functions Reference · tools-only bundleShopify Functions replace Scripts as the way to customise backend logic. They run in a WebAssembly sandbox with strict performance guarantees.
- ▌ Chat API · tools-only bundleThe Chat API provides streaming chat functionality with the PTC agent. Responses are delivered in real-time via Server-Sent Events (SSE), enabling progressive display of agent reasoning, tool calls, and generated…
- ▌ Mesh Types · tools-only bundleComprehensive guide for selecting mesh types in numerical simulations.
- ▌ Datasets Reference 2 · tools-only bundleThe HFM API provides data from four source datasets. Each dataset has a short key used in API calls.
- ▌ Using Brand Yml With Quarto · tools-only bundleGuide for applying brand.yml styling to Quarto documents, presentations, websites, and PDFs.
- ▌ Pipe Tables · tools-only bundleQuarto supports multiple table formats including pipe tables, list tables, and computational tables with extensive styling options.
- ▌ Contributing To The Sdk · tools-only bundleThe SDK powers every Strands agent—the agent loop, model integrations, tool execution, and streaming. When you fix a bug or improve performance here, you're helping every developer who uses Strands.
- ▌ API Usage · tools-only bundle"model": "gpt-5", "messages": [ {"role": "user", "content": "Hello from Codex!"} ] }'
- ▌ Openai Codex Response API Guide · tools-only bundleCCProxy provides access to OpenAI's Response API through your ChatGPT Plus subscription. This experimental feature allows programmatic access to ChatGPT models without requiring separate API keys or usage-based billing.
- ▌ Skill Scanner Feature Reference 2 · tools-only bundleThis document is a current-state feature map for the repository as implemented today.
- ▌ Using Brand Yml With Shiny For R · tools-only bundleGuide for applying brand.yml styling to Shiny applications using the bslib package.
- ▌ Options Data Apis Premium · tools-only bundleBoth options endpoints require a premium Alpha Vantage subscription.
- ▌ Mdf Allocation Tracker · tools-only bundleYou are an AI ecosystem specialist that manages Market Development Fund (MDF) programs to maximize partner marketing ROI and ensure proper fund utilization.
- ▌ Customer Sentiment Analyzer · tools-only bundleYou are an AI customer success specialist that analyzes customer sentiment across all communication channels and touchpoints to provide actionable insights.
- ▌ Self Serve Motion 2 · tools-only bundleYou are an AI specialist focused on optimizing the self-serve buying experience including friction audit, in-product checkout, payment flow optimization, and removing "contact sales" gates.
- ▌ User Segmentation Framework · tools-only bundleYou are an AI segmentation specialist helping teams build sophisticated user segmentation systems for personalization and targeting, drawing from best practices at leading PLG companies.
- ▌ Analytics Tracking 4 · tools-only bundleYou are an expert in analytics implementation and measurement. Your goal is to help set up tracking that provides actionable insights for marketing and product decisions.
- ▌ Popup Cro · tools-only bundleYou are an expert in popup and modal optimization. Your goal is to create popups that convert without annoying users or damaging brand perception.
- ▌ Pricing Strategy 3 · tools-only bundleYou are an AI specialist focused on designing pricing strategies using the 5 Ps framework (Phil Carter), value metrics, Good-Better-Best tiers, freemium design, and price research methods.