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- ▌ Agentic Infraops Copilot Instructions 5 · tools-only bundleAll outputs → agent-output/{project}/. Context flows via artifact files + handoffs.
- ▌ Agentic Infraops Copilot Instructions 6 · tools-only bundleAll outputs → agent-output/{project}/. Context flows via artifact files + handoffs.
- ▌ Agentic Infraops Copilot Instructions 7 · tools-only bundleAll outputs → agent-output/{project}/. Context flows via artifact files + handoffs.
- ▌ Interactive Command Patterns · tools-only bundleComprehensive guide to creating commands that gather user feedback and make decisions through the AskUserQuestion tool.
- ▌ Application Security And Secure Sdlc · tools-only bundleThis comprehensive application security guide provides developers with the knowledge and code examples needed to build secure applications following industry best practices.
- ▌ Team Soft Budget Alerts · tools-only bundleSet a soft budget on a team and get email alerts when spending crosses the threshold — without blocking any requests.
- ▌ Intent Solutions Standards Enhancement Report · tools-only bundleSuccessfully enhanced 75 Agent Skills across three critical categories to meet Intent-Solutions standards, achieving 100% compliance in all targeted categories. Total repository compliance increased from 54.3% to 74.6%.
- ▌ Claude Code Plugins Marketplace System Audit · tools-only bundleconversational-api-debugger design-to-code discovery-questionnaire domain-memory-agent git-commit-smart formatter hello-world make-scenario-builder n8n-workflow-designer overnight-dev project-health-auditor…
- ▌ Setup Cdn Optimization · tools-only bundleFocus on CDN optimizations that provide the most significant performance improvements for your specific content types and user base.
- ▌ Setup Docker Containers · tools-only bundleSetup comprehensive Docker containerization for development and production: $ARGUMENTS
- ▌ How To Configure Enterprise Networking · tools-only bundleThis guide walks you through setting up Simple Chat with enterprise-grade network security using Azure Private Endpoints, Virtual Networks, and Private DNS.
- ▌ Blue Green Deployment Strategy · tools-only bundleImplement production-grade blue-green deployment with comprehensive validation and monitoring.
- ▌ Troubleshooting Guide Generator · tools-only bundleCreate comprehensive troubleshooting guide with systematic diagnostic procedures: $ARGUMENTS
- ▌ Optimize Memory Usage · tools-only bundleAnalyze and optimize memory usage patterns to prevent leaks and improve application performance: $ARGUMENTS
- ▌ Skill Seekers V2 9 0 Release Executive Summary · tools-only bundleTransform messy documentation into structured knowledge for any AI system - LangChain, Pinecone, Cursor, Claude, or your custom RAG pipeline.
- ▌ Phase 1 Completion Report · tools-only bundleSuccessfully delivered all 5 Phase 1 MCP plugins for the Claude Code Plugin Marketplace. Each plugin is production-ready with comprehensive functionality, tests, and documentation.
- ▌ Compliance And Audit Guide Security And Regulatory · tools-only bundleEnsuring Claude Code plugin workflows meet SOC 2, GDPR, HIPAA, and other regulatory requirements is critical for enterprise deployments.
- ▌ Multi Agent Rate Limit Management · tools-only bundleManaging API rate limits when orchestrating multiple Claude AI agents is critical for building reliable, production-grade automation.
- ▌ Repository Restructure Complete · tools-only bundleSuccessfully transformed the repository from a commercial plugin pack distribution model (Gumroad-based) to an open-source community-driven GitHub marketplace.
- ▌ Advanced Tool Use Dynamic Discovery Programmatic · tools-only bundleAdvanced tool use transforms Claude from a simple function-calling agent into an intelligent orchestrator capable of working with hundreds of tools, processing massive datasets, and executing complex multi-step…
- ▌ Plugin Specific Command Features Reference · tools-only bundleThis reference covers features and patterns specific to commands bundled in Claude Code plugins.
- ▌ Software Deployment Process · tools-only bundleThis document outlines the standardized process for deploying software applications across the organization's infrastructure.
- ▌ Ii Elementary Rules Of Usage · tools-only bundleThis is the usage of the United States Government Printing Office and of the Oxford University Press.
- ▌ Implementation Status Report · tools-only bundleThis is a Claude Code plugin marketplace where "implementation" often means "detailed instructions for Claude" rather than "executable software." This should be made clearer in the documentation to avoid confusion.
- ▌ Progressive Enhancement Patterns Safe AI Feature Rollouts · tools-only bundleRolling out AI features requires progressive enhancement strategies to minimize risk, gather feedback, and ensure graceful degradation.
- ▌ Definitive Proof Plan Pdd Vs Agentic CLI Only Workflows · tools-only bundleProduce externally credible evidence that Prompt-Driven Development (PDD) delivers measurable advantages beyond standalone agentic CLIs (for example, Claude Code or Codex used in direct patch mode).
- ▌ Deployment Guide Claude Code Plugins Marketplace · tools-only bundleThe repository is already configured for GitHub Pages deployment.
- ▌ Supabase Migration Assistant · tools-only bundleGenerate and manage Supabase migrations with comprehensive testing and validation: $ARGUMENTS
- ▌ Deployment Status Claudecodeplugins Io · tools-only bundle✅ Status: Correctly configured for GitHub Pages with custom domain
- ▌ Truth Invariants Enterprise Mode · tools-only bundleAll rules herein operate in ENTERPRISE MODE ONLY. There is no Anthropic-minimum fallback.
- ▌ Public Workspace Management Enhancement Go To Public · tools-only bundleAdded a "Go to Public Workspace" button to the Public Workspace Management page, providing users with quick navigation from workspace management back to the workspace itself, similar to the existing functionality in…
- ▌ Public Workspace Management Enhancement Go To Public 2 · tools-only bundleAdded a "Go to Public Workspace" button to the Public Workspace Management page, providing users with quick navigation from workspace management back to the workspace itself, similar to the existing functionality in…
- ▌ Sales Cloud Data Model Template · tools-only bundlePre-built data model for Salesforce Sales Cloud using flowchart LR format with color coding and relationship indicators.
- ▌ Supported Platforms · tools-only bundleGrazer is a skill that enables AI agents to discover, filter, and engage with content across multiple platforms including BoTTube, Moltbook, ClawCities, Clawsta, 4claw, and ClawHub.
- ▌ REST Design Patterns · tools-only bundleREST APIs are built around resources, not actions. Resources are the nouns of your API.
- ▌ Execution Strategy · tools-only bundleExit plan mode and generate the final report using the synthesized findings.
- ▌ Section Checklist By Project Type · tools-only bundleQuick reference for which sections to include based on project type.
- ▌ Working With Sequence Files Fasta Fastq · tools-only bundlePysam provides the FastaFile class for indexed, random access to FASTA reference sequences. FASTA files must be indexed with samtools faidx before use.
- ▌ AWS Service Selection Guide · tools-only bundleQuick reference for choosing the right AWS service based on requirements.
- ▌ Authentication And Authorization · tools-only bundleThe MCP Gateway Registry provides authentication and authorization using industry-standard OAuth 2.0 flows with fine-grained access control.
- ▌ Authentication And Authorization 2 · tools-only bundleThe MCP Gateway Registry provides enterprise-ready authentication and authorization using industry-standard OAuth 2.0 flows with fine-grained access control.
- ▌ Release V1 0 6 A2a Protocol AWS Ecs Production Deployment · tools-only bundleNone - this release is fully backward compatible with v1.0.5.
- ▌ Simpy Shared Resources · tools-only bundleThis guide covers all resource types in SimPy for modeling congestion points and resource allocation.
- ▌ Claude Skills Roadmap · tools-only bundleComplete the foundational skill library with expanded domain coverage and enhanced reliability.
- ▌ Matplotlib Plot Types Guide · tools-only bundleComprehensive guide to different plot types in matplotlib with examples and use cases.
- ▌ Why I Built Alma · tools-only bundleI was building AI agents for automated testing - Helena for frontend QA, Victor for backend verification. They worked great... until they didn't.
- ▌ Execution Strategy 3 · tools-only bundleExit plan mode and generate the final report using the synthesized findings.
- ▌ Fine Grained Access Control System Documentation · tools-only bundleThis document provides comprehensive documentation for the fine-grained access control system in the MCP Gateway Registry, explaining how the scope-based authorization model works and how to configure it properly.
- ▌ Fine Grained Access Control System Documentation 2 · tools-only bundleThis document provides comprehensive documentation for the fine-grained access control system in the MCP Gateway Registry, explaining how the scope-based authorization model works and how to configure it properly.
- ▌ Yara Style Guide · tools-only bundleCreating effective YARA rules requires deep understanding of the malware landscape and YARA's capabilities.
- ▌ Fn 8 Explore Openprose For Ralph Orchestration · tools-only bundleEvaluate OpenProse (prose.md) as a potential replacement or enhancement for Ralph's bash loop orchestration.
- ▌ Sequence Diagrams · tools-only bundleSequence diagrams show interactions between participants over time. They're ideal for API flows, authentication sequences, and system component interactions.
- ▌ Pymc Sampling And Inference Methods · tools-only bundleThis reference covers the sampling algorithms and inference methods available in PyMC for posterior inference.
- ▌ Resource Management In Pylabrobot · tools-only bundleResources in PyLabRobot represent laboratory equipment, labware, or components used in protocols.
- ▌ Advanced Retrieval Strategies · tools-only bundleDifferent retrieval approaches for finding relevant documents in RAG systems, each with specific strengths and use cases.
- ▌ Retrieval Mechanism · tools-only bundleOpenViking uses two-stage retrieval: intent analysis + hierarchical retrieval + rerank.
- ▌ Fn 1 4 Memory Scout Subagent · tools-only bundleAgent reads .flow/memory/ files and returns only relevant entries (not everything).
- ▌ Fn 1 6 Documentation · tools-only bundleDocument memory system in relevant places. Key point: memory is a flow-next feature (not Ralph-specific), works in manual + Ralph modes.
- ▌ Embeddings Configuration 2 · tools-only bundleFlexible, vendor-agnostic embeddings generation for MCP Gateway Registry's semantic search functionality.
- ▌ Execution Strategy 4 · tools-only bundleExit plan mode and generate the final report using the synthesized findings.
- ▌ Integrating Amazon Bedrock Agentcore Gateways · tools-only bundleThis guide demonstrates how to register and use an Amazon Bedrock AgentCore Gateway as an MCP server through the MCP Gateway Registry.
- ▌ Cs2 Vibesignatures · tools-only bundle这是一个主要用于为 CS2 生成 signatures/offsets,并通过 Agent SKILLS 与 MCP Calls 更新 HL2SDK_CS2 C++ 头文件的项目。
- ▌ Fsdp2 In Torchtitan · tools-only bundleFSDP2 is a rewrite of PyTorch's Fully Sharded Data Parallel (FSDP) API, removing the FlatParameter abstraction for better composability and simpler implementation.
- ▌ Production Vision Systems · tools-only bundleComprehensive guide to deploying computer vision models in production environments.
- ▌ Protein Modeling · tools-only bundleTorchDrug provides extensive support for protein-related tasks including sequence analysis, structure prediction, property prediction, and protein-protein interactions.
- ▌ Proteomics And Metabolomics File Formats Reference · tools-only bundleThis reference covers file formats specific to proteomics, metabolomics, lipidomics, and related omics workflows.
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- ▌ Finchbot AI Agent · tools-only bundleFinchBot 采用 LangChain v1.2 + LangGraph v1.0 构建,是一个具备持久化记忆、动态工具调度和多平台消息支持的 Agent 系统。
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- ▌ Initialize Openviking Client With Data Directory · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Initialize Openviking Client With Data Directory 2 · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Initialize Openviking Client With Data Directory 3 · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Initialize Openviking Client With Data Directory 4 · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Initialize Openviking Client With Data Directory 5 · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Initialize Openviking Client With Data Directory 6 · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Initialize Openviking Client With Data Directory 7 · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Initialize Openviking Client With Data Directory 8 · tools-only bundle我们旨在为 Agent 定义一套极简的上下文交互范式,让开发者彻底告别上下文管理的烦恼。 OpenViking 摒弃了传统 RAG 的碎片化向量存储模式,创新性地采用 “文件系统范式”,将 Agent 所需的记忆、资源和技能进行统一的结构化组织。
- ▌ Documentation Quality · tools-only bundleA well-documented module tells the reader four things: what it does, when to use it, how to use it, and how to configure it.
- ▌ Scopes Management · tools-only bundleThis document describes the scope configuration file format used by the MCP Gateway Registry for fine-grained access control.
- ▌ Melt Task Agnostic Autonomous Execution · tools-only bundleComplete guide to the /melt skill for autonomous task execution with optional Agent Teams planning and completion validation. (/build is a legacy alias.)
- ▌ Melt Task Agnostic Autonomous Execution 2 · tools-only bundleComplete guide to the /melt skill for autonomous task execution with optional Agent Teams planning and completion validation. (/build is a legacy alias.)
- ▌ Input Validation With Go Playground Validator · tools-only bundleThe go-playground/validator package uses struct tags to declare constraints. Here are the most frequently used tags for web APIs.
- ▌ Loom Capture Pipeline Validation Report · tools-only bundleChrome MCP requires launching Claude Code with claude --chrome flag. The extension must be installed and Chrome running. This is an environment requirement, not a code issue.
- ▌ Embeddings Configuration · tools-only bundleFlexible, vendor-agnostic embeddings generation for MCP Gateway Registry's semantic search functionality.
- ▌ Claude Code Templates · tools-only bundleBrowse over 500 components at aitmpl.com or contribute to the project on GitHub.
- ▌ Available Datasets · tools-only bundleRetrosynthesis is the process of planning synthetic routes from target molecules back to commercially available starting materials.
- ▌ Execution Strategy 2 · tools-only bundleUse ultrathink to thoroughly analyze configuration patterns and potential runtime issues.
- ▌ Phase 1 Setup · tools-only bundleUse ultrathink to thoroughly analyze performance bottlenecks and optimization opportunities.
- ▌ MCP Gateway Registry API Documentation · tools-only bundleThis document provides a comprehensive overview of all API endpoints available in the MCP Gateway Registry service.
- ▌ Settings Reference · tools-only bundleThe config/settings.json file defines global settings and hook configurations for Claude Code.
- ▌ Plotting Guide · tools-only bundleComprehensive guide for creating publication-quality visualizations from Neuropixels data.
- ▌ Common Issues And Troubleshooting · tools-only bundleSolutions to frequently encountered problems with BigCode Evaluation Harness.
- ▌ Colin CLI Guide · tools-only bundleColin is a context compiler that transforms interconnected documents into compiled outputs for AI agents.
- ▌ Rate Limiting · tools-only bundleThis ensures no single IP can use more than 10 rps, while the service overall caps at 1000 rps.
- ▌ Audit Logging · tools-only bundleMCP Gateway Registry provides comprehensive audit logging for compliance, security monitoring, and operational visibility.
- ▌ Fn 13 Pxj 1 Add Flowctl Status Command · tools-only bundleAdd flowctl status [--json] command to show epic/task counts plus active Ralph run info.
- ▌ Fn 13 Pxj 4 Add Flowctl Task Reset Command · tools-only bundleAdd flowctl task reset [--cascade] to reset task status to todo.
- ▌ Openviking Server CLI Prompt · 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 2 · 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 3 · 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。