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- ▌ Openviking Server CLI Prompt 4 · tools-only bundle当前 openviking/async_client.py 包含了所有业务逻辑,需要将其抽取到 openviking/service/ 目录下,便于 HTTP Server 和 CLI 复用。
- ▌ Openviking Server CLI Prompt 5 · tools-only bundle当前 openviking/async_client.py 包含了所有业务逻辑,需要将其抽取到 openviking/service/ 目录下,便于 HTTP Server 和 CLI 复用。
- ▌ Activity Log 2026 02 01 · tools-only bundleThe landing page is ready for deployment to Cloudflare Pages at https://alma-memory.pages.dev
- ▌ Typescript Javascript Sdk Guide · tools-only bundleThe ALMA TypeScript SDK provides a type-safe client for interacting with ALMA Memory from JavaScript and TypeScript applications.
- ▌ Google Gen AI Sdk For Typescript And Javascript · tools-only bundleThe Google Gen AI JavaScript SDK is designed for TypeScript and JavaScript developers to build applications powered by Gemini. The SDK supports both the Gemini Developer API and Vertex AI.
- ▌ Parallel Agent Isolation Git Worktrees · tools-only bundleWhen running multiple agents in parallel, each agent should use its own git worktree to avoid conflicts on git operations, checkpoint files, and version tracking.
- ▌ Claude Command Commit · tools-only bundleThis command helps you create well-formatted commits with conventional commit messages and emoji.
- ▌ Synalinks API Reference · tools-only bundleBase class for defining structured I/O schemas. Inherits from Pydantic BaseModel.
- ▌ API Reference 14 · tools-only bundleThis document provides detailed API reference for the MCP Metrics Collection Service.
- ▌ Comment Types · tools-only bundleCodeRabbit AI reviews PRs automatically after creation. First review takes up to 7 minutes — check CI status ('pending' = in progress).
- ▌ Database Design MCP Gateway Registry · tools-only bundleThe default configuration for local development uses MongoDB CE, while production deployments use AWS DocumentDB.
- ▌ Database Design MCP Gateway Registry 2 · tools-only bundleThe default configuration for local development uses MongoDB CE, while production deployments use AWS DocumentDB.
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- ▌ Design Grading Rubric · tools-only bundleDetailed scoring criteria for evaluating web UI design quality from a world-class designer perspective.
- ▌ Debugging Rubric Failure Pattern Taxonomy · tools-only bundleReference for identifying and resolving common failure patterns in web applications.
- ▌ Cross References And Linking · tools-only bundleExDoc auto-links identifiers written in backtick-delimited code spans. This reference covers every linking syntax available.
- ▌ MCP Gateway Deployment Modes · tools-only bundleThis guide describes the three deployment modes available for MCP Gateway Registry on AWS ECS.
- ▌ Install To Codex Skills · tools-only bundleA skill for Codex CLI: via a JSON bridge script, it delegates tasks such as code review / debugging / alternative implementation comparisons to Anthropic Claude Code CLI (default model: claude-opus-4-5-20251101), and…
- ▌ Install To Codex Skills 2 · tools-only bundleA skill for Codex CLI: via a JSON bridge script, it delegates tasks such as code review / debugging / alternative implementation comparisons to Anthropic Claude Code CLI (default model: claude-opus-4-5-20251101), and…
- ▌ Quick Start 13 · tools-only bundleJust run /x-create and answer 3 questions. Configuration is auto-saved for future use.
- ▌ Extras Formats · tools-only bundleExDoc supports three formats for extra pages: Markdown, Cheatsheets, and Livebooks.
- ▌ Sf Diagram Color Palette · tools-only bundleSoft pastel color palette (Tailwind 200-level) with dark borders for clear definition.
- ▌ Scientific Color Palettes And Guidelines · tools-only bundleColor choice in scientific visualization is critical for accessibility, clarity, and accurate data representation. This reference provides colorblind-friendly palettes and best practices for color usage.
- ▌ Maestro MCP Setup Guide · tools-only bundleComplete setup instructions for the Maestro MCP server. This guide covers the forked Maestro with gRPC fixes required for reliable Android emulator connectivity.
- ▌ Maestro MCP Setup Guide 2 · tools-only bundleComplete setup instructions for the Maestro MCP server. This guide covers the forked Maestro with gRPC fixes required for reliable Android emulator connectivity.
- ▌ Fetch Pr Feedback · tools-only bundleFetch review comments from all reviewers on the current PR, format them, and evaluate using the receive-feedback skill. Excludes the PR author and current user by default.
- ▌ Fetch Pr Feedback 2 · tools-only bundleFetch review comments from all reviewers on the current PR, format them, and evaluate using the receive-feedback skill. Excludes the PR author and current user by default.
- ▌ MCP Server Version Routing Design Document · tools-only bundleMCP Server Version Routing enables multiple versions of the same MCP server to run simultaneously behind a single gateway endpoint.
- ▌ MCP Registry CLI Guide · tools-only bundleInteractive terminal interface for chatting with AI models and using MCP (Model Context Protocol) tools.
- ▌ MCP Integration Structure · tools-only bundleYou are an MCP (Model Context Protocol) expert specializing in creating, configuring, and optimizing MCP integrations for the claude-code-templates CLI system.
- ▌ Markitdown Python API Reference · tools-only bundleUse OpenAI or compatible API for intelligent image descriptions.
- ▌ Label Prefix System · tools-only bundleQuarto provides a unified cross-reference system for figures, tables, equations, sections, theorems, and more.
- ▌ Burndown Detection Patterns · tools-only bundleConsolidated patterns from /deslop (25 patterns) and /qa (6 dimensions) for the /burndown skill.
- ▌ Datastore Management Guide · tools-only bundleThis guide explains how to access and manage datastores in both environments.
- ▌ Remote Desktop Setup For Ubuntu 24 04 AWS Ec2 · tools-only bundleThis guide explains how to set up remote desktop access on an Ubuntu 24.04 AWS EC2 instance so you can connect from a Windows machine.
- ▌ Nuget Manager · tools-only bundleThis skill ensures consistent and safe management of NuGet packages across .NET projects.
- ▌ Complete Guide To Claude Code Hooks · tools-only bundleThis guide teaches you how to create and configure custom hooks for Claude Code to automate workflows, validate operations, and enhance your development experience.
- ▌ Agent Structure · tools-only bundleYou are an Agent Expert specializing in creating, designing, and optimizing specialized Claude Code agents for the claude-code-templates system.
- ▌ Context Synchronization Checker · tools-only bundleYou are an AI governance assistant that helps maintain fresh project context by checking synchronization status and transparently offering updates with explicit user consent.
- ▌ Outreach Personalizer · tools-only bundleYou are an outreach specialist. Your job is to create highly personalized messages that demonstrate genuine understanding of the recipient's work and provide value before asking for anything.
- ▌ Social Listening Analyzer · tools-only bundleYou are a social intelligence analyst. Your job is to extract meaningful insights from social listening signals and connect them to campaign strategy.
- ▌ Retention Analysis 2 · tools-only bundleYou are an AI specialist focused on analyzing and improving retention through cohort analysis, retention curves, churn prediction, engagement scoring, and resurrection strategies.
- ▌ Multi Agent Memory Sharing Guide · tools-only bundleALMA supports hierarchical memory sharing between agents, enabling knowledge transfer without duplicating data.
- ▌ Tunacode Agent Loop Ontology Single Source Of Truth · tools-only bundleThis section is essential for replacement: the loop is not pure; it encodes state mutations that callers (UI) rely on.
- ▌ UX Grading Rubric · tools-only bundleDetailed scoring criteria for evaluating web application user experience. Focus on usability, efficiency, and user satisfaction—not visual aesthetics.
- ▌ Dependency Injection In Go · tools-only bundleGo does not need a DI framework. The language's interfaces, structs, and constructor functions provide everything necessary for clean dependency injection.
- ▌ Keycloak Integration Documentation · tools-only bundleThis document provides comprehensive guidance for implementing Keycloak authentication in the MCP Gateway, including design aspects, operational procedures, configuration parameters, and management scripts.
- ▌ Multi Provider Identity Provider Idp Support · tools-only bundleThe MCP Gateway Registry supports multiple identity providers (IdPs) through a pluggable architecture.
- ▌ Developer Sandbox Manager · tools-only bundleYou are a developer experience specialist that provisions and manages isolated sandbox environments for safe API testing.
- ▌ Common Ground Context Engineering For Claude · tools-only bundleClaude operates on assumptions—about your tech stack, coding standards, architecture decisions, and preferences.
- ▌ CLI Custom Agents And MCP Servers · tools-only bundleCustom agents are specialized configurations with tailored expertise for specific tasks.
- ▌ PDF To Epub Converter Product Design Document · tools-only bundle✅ Single-column PDF - высокая точность ✅ 2-column PDF - хорошая точность (confidence ~0.7-0.8) ✅ Endnotes - с правильным конфигом ✅ Multi-level headings (1-3 levels) ✅ Footnotes (page/chapter/book scope) ✅ Bold/Italic…
- ▌ Federation Architecture Design · tools-only bundleThis document describes the peer-to-peer federation architecture for MCP Gateway Registry instances.
- ▌ Plan Management 3 · tools-only bundleIssues are audit records. Even a 30-second bug fix: create issue → fix → comment with file:line → close.
- ▌ Integrating Compound Engineering And Supermemory Into The · tools-only bundleIntegrating Compound Engineering and Supermemory into the Namshub Agent Harness
- ▌ Maestro Smoke Test Contract · tools-only bundleDefines the artifact schema for Maestro E2E test verification. The stop hook validates these artifacts exist and tests passed.
- ▌ Maestro Smoke Test Contract 2 · tools-only bundleDefines the artifact schema for Maestro E2E test verification. The stop hook validates these artifacts exist and tests passed.
- ▌ Dynamic Tool Discovery And Invocation · tools-only bundleThe MCP Gateway & Registry provides a powerful Dynamic Tool Discovery and Invocation feature that enables AI agents to autonomously discover and execute tools beyond their initial capabilities.
- ▌ Registry Authentication And Authorization Technical Deep · tools-only bundleThis document provides comprehensive technical documentation for the MCP Gateway Registry's internal authentication and authorization system, focusing on the UI-based authentication flows and technical implementation…
- ▌ Registry Authentication And Authorization Technical Deep 2 · tools-only bundleThis document provides comprehensive technical documentation for the MCP Gateway Registry's internal authentication and authorization system, focusing on the UI-based authentication flows and technical implementation…
- ▌ Cookie Security Design · tools-only bundleThis document explains the design decisions behind the session cookie security implementation in the MCP Gateway Registry, particularly regarding the use of domain cookies for cross-subdomain authentication.
- ▌ Common Gitlab CI CD Patterns · tools-only bundleCollection of reusable GitLab CI/CD pipeline patterns and configuration examples.
- ▌ Prompt Snippets For Opus 4 5 · tools-only bundleOnly apply these snippets if the user explicitly requests them or reports a specific issue. By default, the migration should only update model strings.
- ▌ Common C4 Model Mistakes To Avoid · tools-only bundleThis guide documents frequent anti-patterns and errors when creating C4 architecture diagrams, with examples of what to do instead.
- ▌ Connection Pooling In Go · tools-only bundleThis means sql.Open() does not actually open a connection -- it only validates the DSN and prepares the pool. The first real connection happens on the first query or Ping().
- ▌ Skills Dashboard Modern Flow Visualization · tools-only bundleThe Skills Dashboard provides an elegant, modern interface to view and explore Claude Code Skills with an interactive progressive context loading visualization.
- ▌ Operating Principles · tools-only bundleContinue working until the user request is completely resolved. Don’t stall on uncertainties—make a best judgment, act, and record your rationale after.
- ▌ Git Bisect Helper And Automation · tools-only bundleAutomated git bisect session to find regression commits: $ARGUMENTS
- ▌ A2a Protocol Integration Comprehensive Developer Guide · tools-only bundleThis guide documents the Agent-to-Agent (A2A) protocol implementation in the MCP Gateway Registry.
- ▌ A2a Protocol Integration Comprehensive Developer Guide 2 · tools-only bundleThis guide documents the Agent-to-Agent (A2A) protocol implementation in the MCP Gateway Registry.
- ▌ Openviking Server CLI · tools-only bundle服务端配置统一使用 JSON 配置文件,通过 --config 或 OPENVIKINGCONFIGFILE 环境变量指定(与 OpenVikingConfig 共用同一个文件):
- ▌ Openviking Server CLI 2 · tools-only bundle服务端配置统一使用 JSON 配置文件,通过 --config 或 OPENVIKINGCONFIGFILE 环境变量指定(与 OpenVikingConfig 共用同一个文件):
- ▌ Openviking Server CLI 3 · tools-only bundle服务端配置统一使用 JSON 配置文件,通过 --config 或 OPENVIKINGCONFIGFILE 环境变量指定(与 OpenVikingConfig 共用同一个文件):
- ▌ Openviking Server CLI 4 · tools-only bundle服务端配置统一使用 JSON 配置文件,通过 --config 或 OPENVIKINGCONFIGFILE 环境变量指定(与 OpenVikingConfig 共用同一个文件):
- ▌ Openviking Server CLI 5 · tools-only bundle多个 Agent 进程可能同时运行,各自有不同的 user/agent 身份。因此 user/agent 通过环境变量管理(详见 3.4 配置管理)。
- ▌ Openviking Server CLI 6 · tools-only bundle服务端配置统一使用 JSON 配置文件,通过 --config 或 OPENVIKINGCONFIGFILE 环境变量指定(与 OpenVikingConfig 共用同一个文件):
- ▌ Openviking Server CLI 7 · tools-only bundle多个 Agent 进程可能同时运行,各自有不同的 user/agent 身份。因此 user/agent 通过环境变量管理(详见 3.4 配置管理)。
- ▌ Download Tracking System · tools-only bundleSistema de seguimiento de descargas anónimo para Claude Code Templates, inspirado en npm analytics.
- ▌ Centralized Error Handling And Recovery Middleware · tools-only bundleStandard http.HandlerFunc has no return value, forcing each handler to write its own error responses.
- ▌ Agent Skills Architecture Design · tools-only bundleThis document describes the architecture and data model for the Agent Skills feature in MCP Gateway Registry.
- ▌ Admonitions And Formatting · tools-only bundleIn @moduledoc and @doc, use second-level headings (##) as the highest level. First-level headings (#) are reserved for the module or function name in ExDoc output.
- ▌ Registry Authentication Architecture · tools-only bundleThis document provides comprehensive technical documentation for the MCP Gateway Registry's authentication and authorization system.
- ▌ Setup Rate Limiting · tools-only bundleImplement comprehensive API rate limiting with advanced control mechanisms: $ARGUMENTS
- ▌ Migration Assistant · tools-only bundleExecute comprehensive system migrations with planning, verification, and rollback capabilities: $ARGUMENTS
- ▌ Livekit Xai Realtime Voice Agent · tools-only bundleUse LiveKit's xAI Grok Voice Agent plugin with LiteLLM Proxy to build low-latency voice AI agents.
- ▌ Rwkv Architecture Details · tools-only bundleRWKV alternates between Time-Mixing (sequence processing) and Channel-Mixing (feature processing) blocks.
- ▌ Claude Code Data Structure Documentation · tools-only bundleThis document provides comprehensive information about the data structures and formats found in the .claude directory, used by Claude Code and the Analytics Dashboard.
- ▌ Next JS Bundle Analyzer · tools-only bundleProvide specific, actionable recommendations for immediate and long-term bundle optimization.
- ▌ System Design And Architecture · tools-only bundleThe text_segmenter is a core utility that depends on core.utils for constants and logging.
- ▌ Memory Integration Analysis For Harness System · tools-only bundleThe harness system already implements ~70% of the memory concepts from the analyzed articles through MEMORIES.md, completion checkpoints, and hook-driven context injection.
- ▌ Architecture Philosophy One System One Loop · tools-only bundleThis document captures the philosophical foundation of the namshub toolkit — the mental model that makes skills, hooks, memory, and health feel like ONE system rather than four bolted together.
- ▌ MCP Server Versioning Operations Guide · tools-only bundleThis guide covers the operational workflows for managing multiple versions of MCP servers in the gateway registry.
- ▌ Anthropic MCP Registry API Implementation Guide · tools-only bundleThis implementation provides full compatibility with the Anthropic MCP Registry REST API v0.1 specification, enabling seamless integration with MCP ecosystem tools and downstream applications.
- ▌ Next JS Migration Helper · tools-only bundleProvide comprehensive migration assistance with automated tools, validation steps, and detailed documentation for successful Next.js modernization.
- ▌ Threat Modeling Guide · tools-only bundleSystematic approaches for identifying, analyzing, and mitigating security threats.
- ▌ Implement Caching Strategy · tools-only bundleFocus on implementing caching strategies that provide the most significant performance improvements while maintaining data consistency and system reliability.
- ▌ The Architecture Of Self Improvement · tools-only bundleI've been thinking about systems -- how they work, how they fail, and something rather peculiar that happens when you build one that watches itself. This isn't a manual.
- ▌ Agentic AI In 2026 A Comprehensive Research Report · tools-only bundleThis report synthesizes findings from six parallel research agents investigating the state of agentic AI in January 2026.
- ▌ Storage Architecture Mongodb Ce And AWS Documentdb · tools-only bundleThis document focuses on the MongoDB and DocumentDB backends, which provide production-grade distributed storage with semantic search capabilities.
- ▌ Storage Architecture Mongodb Ce And AWS Documentdb 2 · tools-only bundleThis document focuses on the MongoDB and DocumentDB backends, which provide distributed storage with semantic search capabilities.