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- ▌ Database Abstraction Layer Design · tools-only bundleThe MCP Gateway Registry implements a repository pattern with abstract base classes to provide a clean separation between business logic and data storage.
- ▌ Database Abstraction Layer Design 2 · tools-only bundleThe MCP Gateway Registry implements a repository pattern with abstract base classes to provide a clean separation between business logic and data storage.
- ▌ Hybrid Search Architecture · tools-only bundleThis document describes the hybrid search design for MCP servers and A2A agents in the registry.
- ▌ Hybrid Search Architecture 2 · tools-only bundleThis document describes the hybrid search design for MCP servers and A2A agents in the registry.
- ▌ Session Log Create Chartjs Generator Skill · tools-only bundleMake a copy of the bubble-chart generator skill and create a new skill called chartjs-generator that can create any of the chart types supported by Chart.js.
- ▌ Create Mermaid Generator Skill · tools-only bundleUse the skill-generator skill to create a new skill called mermaid-generator. This will take an textual description of a workflow diagram and render it using the mermaid javascript library.
- ▌ Federation Operational Guide · tools-only bundleThis guide covers setting up and operating peer-to-peer federation between MCP Gateway Registry instances.
- ▌ Agent Skills Operational Guide · tools-only bundleThis guide covers registering, managing, and using Agent Skills in MCP Gateway Registry.
- ▌ Session Log Creating Linkedin Announcement Generator Skill · tools-only bundle✅ Skill file created successfully ✅ YAML frontmatter validated ✅ Workflow steps documented (10 steps) ✅ Example outputs provided (3 variations) ✅ Prerequisites clearly listed ✅ Related skills identified ⏳ Live testing…
- ▌ Openrouter Integration Security Questionnaire · tools-only bundledef generatecompliancereport() -> str: """Generate compliance report for stakeholders.""" return f"""
- ▌ Skill Seekers V3 0 0 Release Executive Summary · tools-only bundlev3.0.0 delivers production-grade cloud storage, game engine support, and universal language detection - transforming documentation into AI-ready knowledge for any platform, any storage, any language.
- ▌ Infographic Generator Creation · tools-only bundleUse the skill-generator skill to create a new skill called infograph-generator-p5. This skill is a variation of the microsim-p5 skill.
- ▌ SQL API Reference · tools-only bundleQuery databases and DataFrames using SQL with reactive integration.
- ▌ Wcs And Other Astropy Modules · tools-only bundleThe WCS module manages transformations between pixel coordinates in images and world coordinates (e.g., celestial coordinates).
- ▌ Tick Mark · tools-only bundleThe tick mark draws horizontal or vertical lines with an ordinal secondary dimension.
- ▌ Ete Toolkit Visualization Guide · tools-only bundleFaces are graphical elements attached to nodes. They appear at specific positions around nodes.
- ▌ App API Reference · tools-only bundleWork with marimo notebooks programmatically, embed notebooks, and access runtime metadata.
- ▌ CLI Release Process · tools-only bundleThis document describes how to release new versions of @claude-code-plugins/ccp to npm.
- ▌ Cell Mark · tools-only bundleThe cell mark creates rectangles positioned by two ordinal dimensions, used for heatmaps with categorical axes.
- ▌ Cell API Reference · tools-only bundleWork with individual cells, including cross-notebook execution and testing.
- ▌ Visualization In Qiskit · tools-only bundleQiskit provides comprehensive visualization tools for quantum circuits, measurement results, and quantum states.
- ▌ Outputs API Reference · tools-only bundleControl cell outputs programmatically, including replacing, appending, and redirecting console output.
- ▌ Visual Generation Guide For Market Research Reports · tools-only bundleComplete prompts and guidance for generating visualizations in market research reports.
- ▌ Mengapa Chibi · tools-only bundleChibi dibuat untuk momen ketika Anda sadar bahwa Anda butuh lebih dari sekadar “alat AI”.
- ▌ Slide Visualization · tools-only bundleHistolab provides several built-in visualization methods to help inspect slides, preview tile locations, visualize masks, and assess extraction quality.
- ▌ Visualization And Evaluation Tools · tools-only bundleThis document covers tools and methodologies for visualizing chunking strategies and evaluating their effectiveness.
- ▌ Pydeseq2 Workflow Guide · tools-only bundleThis document provides detailed step-by-step workflows for common PyDESeq2 analysis patterns.
- ▌ Bioservices Common Workflow Patterns · tools-only bundleThis document describes detailed multi-step workflows for common bioinformatics tasks using BioServices.
- ▌ Common Workflows And Best Practices · tools-only bundleThis document covers common workflows, best practices, and advanced usage patterns for scvi-tools.
- ▌ API Reference 16 · tools-only bundleSkills are callable capabilities that agents can invoke. This guide covers how to add and manage skills.
- ▌ API Reference 17 · tools-only bundleSkills are callable capabilities that agents can invoke. This guide covers how to add and manage skills.
- ▌ API Reference 18 · tools-only bundleSkills are callable capabilities that agents can invoke. This guide covers how to add and manage skills.
- ▌ Matchms Common Workflows · tools-only bundleThis document provides detailed examples of common mass spectrometry analysis workflows using matchms.
- ▌ Deeptools Common Workflows · tools-only bundleThis document provides complete workflow examples for common deepTools analyses.
- ▌ Gget Workflow Examples · tools-only bundleExtended workflow examples demonstrating how to combine multiple gget modules for common bioinformatics tasks.
- ▌ Prd Jira Skill Migration To Script Based Architecture · tools-only bundleMigrate the jira-mcp skill from the context-heavy mcp-atlassian Docker-based MCP server to a lightweight, script-based architecture using uvx (uv run) with atlassian-python-api and click for CLI definitions.
- ▌ Prd Defi Yield Optimizer · tools-only bundleUsers need a tool that aggregates yield opportunities, calculates real APY/APR, assesses risks, and recommends optimal strategies based on their risk tolerance.
- ▌ Database Replication Manager · tools-only bundleImplement production-grade database replication for PostgreSQL and MySQL with streaming replication (physical), logical replication (selective tables), synchronous and asynchronous modes, automatic failover, lag…
- ▌ Pymoo Visualization Reference · tools-only bundlePymoo provides eight visualization types for analyzing multi-objective optimization results. All plots wrap matplotlib and accept standard matplotlib keyword arguments for customization.
- ▌ Data Visualization 3 · tools-only bundleThis reference covers Vaex's visualization capabilities for creating plots, heatmaps, and interactive visualizations of large datasets.
- ▌ CLI Arguments API Reference · tools-only bundleThe -- separator distinguishes notebook arguments from Python arguments.
- ▌ Fn 1 Memory System For Persistent Learning · tools-only bundleAdd .flow/memory/ for project-scoped persistent learnings that survive context compaction. The core insight: reviewers surface things the implementing model misses.
- ▌ Claude Code 8 · tools-only bundleMarketplace 名称是 daymade-skills(来自 marketplace.json),安装插件时请使用 @daymade-skills。 不要把仓库路径当成 marketplace 名称(例如 @daymade/claude-code-skills 会失败)。 在 Claude Code 内使用 /plugin ... 斜杠命令,在终端中使用 claude plugin ...。
- ▌ Claude Code 9 · tools-only bundleMarketplace 名称是 daymade-skills(来自 marketplace.json),安装插件时请使用 @daymade-skills。 不要把仓库路径当成 marketplace 名称(例如 @daymade/claude-code-skills 会失败)。 在 Claude Code 内使用 /plugin ... 斜杠命令,在终端中使用 claude plugin ...。
- ▌ Agent Agent · tools-only bundleOpenClaw 读取 mco -h,学会 CLI 接口,自主编排整个多 Agent 工作流。你的本地电脑变成一个多 Agent 审查团队 — OpenClaw 是管理者,MCO 是调度器,Claude/Codex/Gemini/OpenCode/Qwen 是团队成员。
- ▌ Agent Agent 2 · tools-only bundleOpenClaw 读取 mco -h,学会 CLI 接口,自主编排整个多 Agent 工作流。你的本地电脑变成一个多 Agent 审查团队 — OpenClaw 是管理者,MCO 是调度器,Claude/Codex/Gemini/OpenCode/Qwen 是团队成员。
- ▌ Name Size Mode Isdir Uri · tools-only bundle未显式传入 url 时,HTTP 客户端会自动从 ovcli.conf 读取连接信息。ovcli.conf 是 HTTP 客户端和 CLI 共享的配置文件,默认路径 ~/.openviking/ovcli.conf,也可通过环境变量指定:
- ▌ Name Size Mode Isdir Uri 2 · tools-only bundle未显式传入 url 时,HTTP 客户端会自动从 ovcli.conf 读取连接信息。ovcli.conf 是 HTTP 客户端和 CLI 共享的配置文件,默认路径 ~/.openviking/ovcli.conf,也可通过环境变量指定:
- ▌ Name Size Mode Isdir Uri 3 · tools-only bundle未显式传入 url 时,HTTP 客户端会自动从 ovcli.conf 读取连接信息。ovcli.conf 是 HTTP 客户端和 CLI 共享的配置文件,默认路径 ~/.openviking/ovcli.conf,也可通过环境变量指定:
- ▌ Name Size Mode Isdir Uri 4 · tools-only bundle未显式传入 url 时,HTTP 客户端会自动从 ovcli.conf 读取连接信息。ovcli.conf 是 HTTP 客户端和 CLI 共享的配置文件,默认路径 ~/.openviking/ovcli.conf,也可通过环境变量指定:
- ▌ API Overview · tools-only bundleThis page covers how to connect to OpenViking and the conventions shared across all API endpoints.
- ▌ Name Size Mode Isdir Uri 5 · tools-only bundle未显式传入 url 时,HTTP 客户端会自动从 ovcli.conf 读取连接信息。ovcli.conf 是 HTTP 客户端和 CLI 共享的配置文件,默认路径 ~/.openviking/ovcli.conf,也可通过环境变量指定:
- ▌ Datamol Core API Reference · tools-only bundleThis document covers the main functions available in the datamol namespace.
- ▌ Fn 1 1 Config Plus Memory Directory Structure · tools-only bundleAdd .flow/config.json support to flowctl for project settings. Create config commands and memory init that creates .flow/memory/ structure when enabled.
- ▌ Find Vs Search · tools-only bundleOpenViking provides two search methods: find for simple semantic search and search for complex retrieval with session context.
- ▌ Find Vs Search 2 · tools-only bundleOpenViking provides two search methods: find for simple semantic search and search for complex retrieval with session context.
- ▌ Find Vs Search 3 · tools-only bundleOpenViking provides two search methods: find for simple semantic search and search for complex retrieval with session context.
- ▌ Last30days Skill Specification · tools-only bundlelast30days is a Claude Code skill that researches a given topic across Reddit and X (Twitter) using the OpenAI Responses API and xAI Responses API respectively.
- ▌ Phase 1 Reference Initial Schema Analysis · tools-only bundleThis phase establishes the baseline understanding of the database schema. You will analyze exported schema files to identify the structure, data types, and potential issues that will inform later optimization phases.
- ▌ SQL Query Optimizer · tools-only bundleYou are an SQL performance optimization expert. Analyze queries and provide optimization recommendations.
- ▌ Grazer Project Status · tools-only bundleAll code complete, tested, documented, and configured. Just needs publishing and deployment!
- ▌ Pyo3 Fundamentals Development Status · tools-only bundleThe core infrastructure is solid and can serve as a template for remaining PyO3 skills.
- ▌ Verify Feature Implementation Comprehensive Validation · tools-only bundleValidates implementation completion by checking tasks, logic, tests, and code quality against specifications. Use when you need to verify that all tasks are properly completed.
- ▌ Documentation Standards Reference · tools-only bundleWhen adding a new agent, choose a unique emoji + persona name.
- ▌ Documentation Standards Reference 2 · tools-only bundleWhen adding a new agent, choose a unique emoji + persona name.
- ▌ Context Types 2 · tools-only bundleBased on a simplified mapping of human cognitive patterns and engineering considerations, OpenViking abstracts context into three basic types: Resource, Memory, and Skill, each serving different purposes in Agent…
- ▌ Control Flow API Reference · tools-only bundleControl cell execution flow with conditional stops, gating, and threading.
- ▌ Google Genai · tools-only bundleGoogle provides access to Gemini models for language tasks, embeddings with native task optimization, speech-to-text audio transcription, and text-to-speech through the Generative AI API.
- ▌ Long Running Agent Project Status · tools-only bundleDisplay a comprehensive status report of the long-running agent project.
- ▌ Your Role In The Development Pipeline 5 · tools-only bundleYou are a senior Tech Lead with 10+ years of experience in software architecture, system design, and technical leadership.
- ▌ Why Openviking · tools-only bundleMoving away from traditional flat database thinking, all context is organized as a virtual file system.
- ▌ Declaration And Return Discipline · tools-only bundleWrite AI functions with @command in ~7 minutes. Requires Python 3.10+ and pip install alloy-ai.
- ▌ In Chat Commands · tools-only bundleAider supports commands from within the chat, which all start with /.
- ▌ Claude Code Custom Commands · tools-only bundleReference documentation for creating and using custom slash commands in Claude Code.
- ▌ Obsidian Nvim Commands Reference · tools-only bundleOpen the daily note for the previous working day (skips weekends by default).
- ▌ Implement API Caching · tools-only bundleThis command implements a three-tier caching strategy: browser cache, CDN cache, and server-side cache with Redis. Intelligent cache invalidation ensures data freshness. -->
- ▌ Generate API Contract · tools-only bundlebetween consumers and providers. This command generates contracts in multiple formats (Pact, Spring Cloud Contract, OpenAPI) to support various testing frameworks. -->
- ▌ Implement Event Driven API · tools-only bundleBuild production-grade event-driven APIs with message queues, event streaming, and async communication patterns.
- ▌ Suno AI Music Generation Skill Guide · tools-only bundleBased on "The Complete Guide to Mastering Suno" and the Suno Song Creator workflow.
- ▌ Long Running Agent Recover From Broken State · tools-only bundleUse this command when the project is in a broken state and needs recovery.
- ▌ Automation Advisor Interface Hardening · tools-only bundleComprehensive hardening applied to make the interface production-ready with proper error handling, input validation, text overflow protection, and accessibility improvements.
- ▌ Alma Technical Documentation · tools-only bundleThe main entry point. Coordinates retrieval, learning, and storage.
- ▌ Cox Proportional Hazards Models · tools-only bundleThe key assumption is that the hazard ratio between two individuals is constant over time (proportional hazards).
- ▌ Command Reference · tools-only bundleComplete reference for all agent-browser commands. For quick start and common patterns, see SKILL.md.
- ▌ Command Reference 2 · tools-only bundleComplete reference for all agent-browser commands. For quick start and common patterns, see SKILL.md.
- ▌ Make Com Scenario Builder · tools-only bundleCreate visual Make.com automation scenarios with detailed module configuration.
- ▌ Output Locations 23 · tools-only bundleYou are the Accessibility Guardian - ensuring all digital content is usable by people with disabilities. You champion WCAG guidelines, assistive technology compatibility, and inclusive design principles.
- ▌ Supported Formats 2 · tools-only bundleResources are external knowledge that agents can reference. This guide covers how to add, manage, and retrieve resources.
- ▌ Supported Formats 3 · tools-only bundleResources are external knowledge that agents can reference. This guide covers how to add, manage, and retrieve resources.
- ▌ Supported Formats 4 · tools-only bundleResources are external knowledge that agents can reference. This guide covers how to add, manage, and retrieve resources.
- ▌ Usage Note · tools-only bundleThis Jobs-to-be-Done template, influenced by the Customer Circle segment of the Osterwalder Value Proposition Canvas, has been created for interactive use with Generative AI agents such as ChatGPT, Gemini, and Claude.
- ▌ Context Layers L0 L1 L2 2 · tools-only bundleOpenViking uses a three-layer information model to balance retrieval efficiency and content completeness.
- ▌ Fn 13 Pxj 6 Update Documentation · tools-only bundleNo changes needed - it references README which will be updated.
- ▌ Skill Auditor Agent · tools-only bundleYou are a specialized agent for auditing and fixing Claude Code SKILL.md files to meet enterprise compliance standards.
- ▌ Creator Studio Pack Build Complete Report · tools-only bundleThe Creator Studio Pack is 100% complete and ready for alpha users. This is the most ambitious plugin pack ever built for Claude Code - transforming solo builders into one-person media companies.
- ▌ Set Up API Request Logging · tools-only bundleImplement production-grade structured logging with correlation IDs, request/response capture, PII redaction, and integration with log aggregation platforms.
- ▌ Context Extraction 2 · tools-only bundleOpenViking uses a three-layer async architecture for document parsing and context extraction.
- ▌ Context Extraction 3 · tools-only bundleOpenViking uses a three-layer async architecture for document parsing and context extraction.
- ▌ Exchange CSV Format Reference · tools-only bundleUse this format for custom CSV files or unsupported exchanges.
- ▌ Monitoring Stack Setup · tools-only bundle(Prometheus, Grafana, AlertManager, exporters). This command generates production-ready monitoring stack with pre-configured dashboards and alerts. -->