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1. ▌
   Bootstrap Script Usage Guide · tools-only bundle

   src/bootstrap.py is a script runner that allows you to run any test script with zero cognitive overhead, automatically handling all environment setup.
   7 repo stars
2. ▌
   Build And Publish Litellm Proxy Extras · tools-only bundle

   This runbook covers building and publishing a new version of the litellm-proxy-extras PyPI package. For use by litellm engineers only.
   7 repo stars
3. ▌
   Device Authorization Flow Template · tools-only bundle

   OAuth 2.0 Device Authorization Grant for input-constrained devices without browsers.
   7 repo stars
4. ▌
   Deployment Targets · tools-only bundle

   Deploy via Git integration or the LangSmith control plane (UI/API).
   7 repo stars
5. ▌
   Openwebui With Ollama Litellm Mcpo And MCP Gateway · tools-only bundle

   This guide provides a comprehensive walkthrough for deploying OpenWebUI with local LLM models via Ollama, integrated with MCP (Model Context Protocol) tools through MCPO and MCP Gateway.
   7 repo stars
6. ▌
   Stdio Wrapper Mcpgateway Wrapper · tools-only bundle

   mcpgateway.wrapper ships inside the main PyPI package and re-publishes your Gateway's tools / prompts / resources over stdin ↔ stdout, while connecting securely to the gateway using SSE + JWT.
   7 repo stars
7. ▌
   Virtual MCP Server Design Document · tools-only bundle

   A Virtual MCP Server is a gateway-level construct that aggregates tools, resources, and prompts from multiple backend MCP servers into a single unified endpoint.
   7 repo stars
8. ▌
   Extraction Patterns And Question Techniques · tools-only bundle

   This reference provides detailed patterns for extracting expertise through strategic questioning and active listening. The goal is to transform implicit knowledge into explicit, documented expertise.
   7 repo stars
9. ▌
   Permission Analysis · tools-only bundle

   Framework for evaluating tool permissions granted to agent skills.
   7 repo stars
10. ▌
    Extraction Criteria And Best Practices · tools-only bundle

    This document defines when and how to extract components from Claude Code commands and agents into skills.
    7 repo stars
11. ▌
    Evidence Discipline · tools-only bundle

    Primary-source verification. Training data recall is explicitly rejected as evidence.
    7 repo stars
12. ▌
    Plugins Reference · tools-only bundle

    Complete technical reference for the Claude Code plugin system, including schemas, CLI commands, and component specifications.
    7 repo stars
13. ▌
    MCP Gateway Security Features · tools-only bundle

    For production deployments, always include JTI in issued tokens to enable proper caching, revocation, and audit capabilities.
    7 repo stars
14. ▌
    Neon Platform API 2 · tools-only bundle

    The Neon Platform API allows you to manage Neon projects, branches, databases, and resources programmatically. You can use the REST API directly or through official SDKs.
    7 repo stars
15. ▌
    Contextforge Security Features · tools-only bundle

    For production deployments, always include JTI in issued tokens to enable proper caching, revocation, and audit capabilities.
    7 repo stars
16. ▌
    Evermemos Configuration Guide · tools-only bundle

    This guide provides a detailed explanation of the configuration options in env.template. Before deploying EverMemOS, please copy env.template to .env and fill in your actual configuration values according to this guide.
    7 repo stars
17. ▌
    Allowed Tools Field Guide · tools-only bundle

    Comprehensive guide to using the allowed-tools frontmatter field in Claude Code Skills.
    7 repo stars
18. ▌
    Claude Code Subagents Reference · tools-only bundle

    Complete technical reference for Claude Code subagents architecture, configuration, and usage patterns.
    7 repo stars
19. ▌
    Phase 5 5 Customerwebclient Surface Enablement · tools-only bundle

    The Agent Runtime API requires OAuth with chatbotapi, sfapapi, and api scopes. See /sf-connected-apps for ECA creation.
    7 repo stars
20. ▌
    Anthropic Typescript API Library · tools-only bundle

    This library provides convenient access to the Anthropic REST API from server-side TypeScript or JavaScript.
    7 repo stars
21. ▌
    Hook Implementation Guide · tools-only bundle

    Progressive guide from quick code templates to production-ready examples.
    7 repo stars
22. ▌
    Message Sanitization For Tool Calling For Anthropic Models · tools-only bundle

    LiteLLM can automatically sanitize messages to handle common issues that occur during tool calling workflows, especially when using OpenAI-compatible clients with providers that have strict message format requirements…
    7 repo stars
23. ▌
    Tmux Plus Claude Code Workflow Reference · tools-only bundle

    Quick reference for tmux session management with Claude Code.
    7 repo stars
24. ▌
    Quick Start Testing Langgraph With Evalview · tools-only bundle

    This guide gets you testing your LangGraph agent in 5 minutes.
    7 repo stars
25. ▌
    Quick Start Testing Langgraph Agents With Evalview · tools-only bundle

    Run with --verbose to see the actual API response, then update your test YAML files with the correct tool names.
    7 repo stars
26. ▌
    Fix And Debugging 3 · tools-only bundle

    You are helping a developer fix a bug or debug an issue. Follow a systematic approach: understand the problem, trace the root cause, design a minimal fix, then implement and verify.
    7 repo stars
27. ▌
    Migrating To Claude 4 5 · tools-only bundle

    Both migrations involve breaking changes that require updates to your implementation. This guide will walk you through each migration path with step-by-step instructions and clearly marked breaking changes.
    7 repo stars
28. ▌
    Worktree Isolation · tools-only bundle

    Worktree isolation enables tasks to run in dedicated git worktrees, providing complete filesystem isolation for parallel work. This eliminates file conflicts when multiple agents or streams are working simultaneously.
    7 repo stars
29. ▌
    Vs Code Extension Release Plan · tools-only bundle

    Release all features from mcp-server-full/ as a comprehensive VS Code extension.
    7 repo stars
30. ▌
    Socratic Questioning · tools-only bundle

    Structured question frameworks for exposing assumptions and deepening understanding.
    7 repo stars
31. ▌
    Opentelemetry Events Migration Guide · tools-only bundle

    This guide documents the migration pattern from span events to OTel log events for LLM instrumentation, following the OpenTelemetry Gen-AI Semantic Conventions.
    7 repo stars
32. ▌
    Pii Analysis Workflow Feature · tools-only bundle

    The PII Analysis Workflow feature enables users to scan documents for personally identifiable information (PII) and sensitive data patterns using AI-powered analysis.
    7 repo stars
33. ▌
    Environment Variable Management · tools-only bundle

    Guide for managing environment variables and secrets across LangSmith deployment modes.
    7 repo stars
34. ▌
    Step 4 Implementation Plan Pci Dss Gw · tools-only bundle

    Phased Bicep implementation for a PCI-DSS Level 1 compliant payment processing platform on Azure.
    7 repo stars
35. ▌
    Step 4 Implementation Plan Pci Dss Gw 2 · tools-only bundle

    Phased Bicep implementation for a PCI-DSS Level 1 compliant payment processing platform on Azure.
    7 repo stars
36. ▌
    Admin UI Customization · tools-only bundle

    MCP Gateway's Admin UI supports flexible section visibility for embedding in third-party portals, restricting views for specific audiences, and reducing dashboard clutter.
    7 repo stars
37. ▌
    Step 4 Implementation Plan Pci Dss Gateway · tools-only bundle

    Phased Bicep implementation for a PCI-DSS Level 1 compliant payment processing platform on Azure.
    7 repo stars
38. ▌
    Agent Lifecycle Audit Research Document · tools-only bundle

    Deep semantic validation of how agents are configured, what they claim to do, what tools and skills they have access to, and whether their prompts align with the actual capabilities of the components they invoke.
    7 repo stars
39. ▌
    Dangerous Code Patterns · tools-only bundle

    Patterns to check when scanning scripts bundled with agent skills.
    7 repo stars
40. ▌
    Linting And Formatting Setup · tools-only bundle

    Hive uses Ruff for all Python linting and formatting. This document explains the tooling, how to set it up locally, and what happens in CI.
    7 repo stars
41. ▌
    Kuyuchi Container Audit And Split Proposal · tools-only bundle

    Some docs describe behavior that differs from code (example: claims about socket handling and privileges).
    7 repo stars
42. ▌
    Plugin Validator Implementation Task Decomposition · tools-only bundle

    Implement core data structures for validation results, issues, and error codes. These models are used by all validators and reporters.
    7 repo stars
43. ▌
    Python Project Structure Examples · tools-only bundle

    Recommended for complex applications with multiple agents or modular architecture.
    7 repo stars
44. ▌
    Discovering Available Slash Commands · tools-only bundle

    Slash commands provide a way to control Claude Code sessions with special commands that start with /.
    7 repo stars
45. ▌
    Slash Commands Reference · tools-only bundle

    Control Claude's behavior during an interactive session with slash commands.
    7 repo stars
46. ▌
    Apex Security Guide · tools-only bundle

    Use for most classes. Enforces record-level security (OWD, sharing rules).
    7 repo stars
47. ▌
    Zero Config Installation Guide · tools-only bundle

    Installs framework to ~/.claude/copilot for use across all projects.
    7 repo stars
48. ▌
    Langgraph JSON Configuration Reference · tools-only bundle

    The langgraph.json file specifies dependencies, graphs, environment variables, and other settings required to deploy a LangGraph application. The LangGraph CLI uses this file to build and run your application.
    7 repo stars
49. ▌
    Scaling Configuration · tools-only bundle

    Guide for scaling LangSmith deployments with currently documented controls.
    7 repo stars
50. ▌
    Environment Variables Reference Skill Seekers · tools-only bundle

    Variables are read at runtime and override default settings.
    7 repo stars
51. ▌
    Environment Variables Reference 2 · tools-only bundle

    👉 New to Qdrant? See the Qdrant Setup Guide for step-by-step instructions on creating a collection with the right settings.
    7 repo stars
52. ▌
    Environment Variables Reference 3 · tools-only bundle

    👉 New to Qdrant? See the Qdrant Setup Guide for step-by-step instructions on creating a collection with the right settings.
    7 repo stars
53. ▌
    Batch Evaluation Quick Start Guide · tools-only bundle

    The batch evaluation infrastructure allows you to evaluate multiple skills at once with automatic test data generation, parallel execution, and comprehensive reporting.
    7 repo stars
54. ▌
    Switch Docs Theme To Hextra Implementation Plan · tools-only bundle

    Replace Docsy module import with Hextra and update params to common Hextra patterns (menu search item, GitHub icon, navbar settings, edit link).
    7 repo stars
55. ▌
    Fullstack Development Workflows · tools-only bundle

    Complete development lifecycle workflows from local setup to production deployment.
    7 repo stars
56. ▌
    Governance Constraints Pci Dss Gw · tools-only bundle

    This document captures the governance constraints and Azure Policy requirements that must be addressed in the Bicep implementation for the PCI-DSS Level 1 payment gateway.
    7 repo stars
57. ▌
    What S Changed · tools-only bundle

    The Claude Code SDK has been renamed to the Claude Agent SDK and its documentation has been reorganized. This change reflects the SDK's broader capabilities for building AI agents beyond just coding tasks.
    7 repo stars
58. ▌
    Plugin Marketplaces · tools-only bundle

    Create and manage plugin marketplaces to distribute Claude Code extensions across teams and communities.
    7 repo stars
59. ▌
    Registry Deployment And Registry Mode Configuration · tools-only bundle

    This guide explains the DEPLOYMENTMODE and REGISTRYMODE environment variables that control how the MCP Gateway Registry operates.
    7 repo stars
60. ▌
    Step 4 Governance Constraints Pci Dss Gateway · tools-only bundle

    This document captures the governance constraints and Azure Policy requirements that must be addressed in the Bicep implementation for the PCI-DSS Level 1 payment gateway.
    7 repo stars
61. ▌
    Linting Discovery Protocol · tools-only bundle

    Language plugins MUST implement a discovery sequence before executing quality gates. The harness does not assume lint/format/typecheck tools are present or configured.
    7 repo stars
62. ▌
    Medical Device Cybersecurity Guidance · tools-only bundle

    Complete framework for FDA cybersecurity requirements based on FDA guidance documents and recognized consensus standards.
    7 repo stars
63. ▌
    Orchestration Workflow · tools-only bundle

    Parallel stream execution using Claude Code's native Task tool. The /orchestrate command is a thin scaffolding layer -- it creates worktrees and validates streams, but does not launch agents.
    7 repo stars
64. ▌
    Virtual MCP Server Operations · tools-only bundle

    This document describes operations for managing Virtual MCP Servers. Virtual servers aggregate tools from multiple backend MCP servers into a single unified endpoint.
    7 repo stars
65. ▌
    Auto Sync Anthropic Beta Headers · tools-only bundle

    Automatically keep your Anthropic beta headers configuration up to date without restarting your service. This allows you to support new Anthropic beta features across all providers without restarting your service.
    7 repo stars
66. ▌
    Plugin Validator QA Report Task T23 · tools-only bundle

    The plugin-validator implementation (T1-T22) is 93% complete. All 23 error codes are implemented, type checking passes, and the validator successfully validates real plugins.
    7 repo stars
67. ▌
    Virtual MCP Server How It Works · tools-only bundle

    This document explains how Virtual MCP Servers work using diagrams and examples. For detailed implementation specifics, see virtual-mcp-server.md.
    7 repo stars
68. ▌
    Troubleshooting Deployment Issues · tools-only bundle

    In control-plane deployments, tracing project + tracing env wiring is managed by control plane.
    7 repo stars
69. ▌
    Docs Hugo Docsy Migration Implementation Plan · tools-only bundle

    Modify README.md to reference the Hugo docs path (e.g., docs/ or the hosted site URL).
    7 repo stars
70. ▌
    Context Manifest · tools-only bundle

    Lines 904-911 in NamespaceReferenceValidator contain unreachable nested skill reference resolution after early return line 903. Verify with coverage before removal.
    7 repo stars
71. ▌
    Orchestration Troubleshooting Guide · tools-only bundle

    This guide helps diagnose and fix common orchestration issues quickly. Based on real incidents and production debugging sessions.
    7 repo stars
72. ▌
    Control Center Application Roles · tools-only bundle

    Added two new application roles for finer-grained access control to the Control Center, enabling organizations to delegate administrative functions while maintaining security boundaries.
    7 repo stars
73. ▌
    Governance Discovery Instructions 4 · tools-only bundle

    cannot be retrieved, STOP and inform the user. Do NOT generate governance constraints from assumptions.
    7 repo stars
74. ▌
    Backlog Item Groomed Schema 2 · tools-only bundle

    Do not duplicate name, description, source, added, priority, type, issue in the body — they live in frontmatter.
    7 repo stars
75. ▌
    Gsap Motion Graphics Patterns Research · tools-only bundle

    Remotion renders each frame independently. GSAP timelines must be paused and seeked to the correct time on every frame. The pattern follows the same approach Remotion uses for Anime.js integration.
    7 repo stars
76. ▌
    Python Development Orchestration Guide · tools-only bundle

    Comprehensive guide for orchestrating Python development tasks using specialized agents and commands.
    7 repo stars
77. ▌
    Deploying The MCP Gateway Stack To Ibm Cloud Kubernetes · tools-only bundle

    This guide is in preview and will continue to evolve. Content is accurate but may receive refinements as the Helm chart and GitOps flows mature.
    7 repo stars
78. ▌
    Issue Description 3 · tools-only bundle

    The workflow PDF viewer was not utilizing the full height of the left pane, resulting in a cramped viewing experience with significant unused vertical space.
    7 repo stars
79. ▌
    Tasks Plugin Validator UX And Coverage Gaps · tools-only bundle

    Fix UX bugs and expand validation coverage in plugin-validator.py. Four independent sub-issues from groomed backlog item.
    7 repo stars
80. ▌
    Tasks Plugin Validator UX And Coverage Gaps 2 · tools-only bundle

    Fix UX bugs and expand validation coverage in plugin_validator.py. Four independent sub-issues from groomed backlog item.
    7 repo stars
81. ▌
    Skill Completeness Report Agentskills · tools-only bundle

    This is a reference/knowledge skill, not an operational skill, so preparation is less critical than for document-processing skills.
    7 repo stars
82. ▌
    Human Out Of Loop Prerequisites · tools-only bundle

    Research analysis identifying what must be known, measured, and verified before autonomous refinement loops can operate without human review gates.
    7 repo stars
83. ▌
    Task Plan Fix Changelog References To Nonexistent Files · tools-only bundle

    The conventional-commits plugin has dead references in CHANGELOG.md (docs/examples.md, placeholder release URL) and in SKILL.md Related Skills (git-commit-helper, semantic-release). All must be removed or fixed.
    7 repo stars
84. ▌
    Architecture Spec Fix Changelog References To Nonexistent · tools-only bundle

    This is a documentation-only fix. No Python code, CLI commands, or architectural components are being added.
    7 repo stars
85. ▌
    Openclaw Integration Design · tools-only bundle

    Integrate agent-security-scanner-mcp with OpenClaw (formerly Clawdbot), providing security guardrails for the autonomous AI assistant.
    7 repo stars
86. ▌
    State Diagram · tools-only bundle

    A CI/CD pipeline modeled as a state machine with 3 composite (nested) states, each containing internal substates.
    7 repo stars
87. ▌
    Basic Usage 5 · tools-only bundle

    Hooks are a composable extensibility mechanism for extending agent functionality by subscribing to events throughout the agent lifecycle.
    7 repo stars
88. ▌
    Basic Usage 6 · tools-only bundle

    Hooks are a composable extensibility mechanism for extending agent functionality by subscribing to events throughout the agent lifecycle.
    7 repo stars
89. ▌
    State Management 3 · tools-only bundle

    Understanding how state works in Strands is essential for building agents that can maintain context across multi-turn interactions and workflows.
    7 repo stars
90. ▌
    Bidiagent Experimental · tools-only bundle

    The BidiAgent is a specialized agent designed for real-time bidirectional streaming conversations.
    7 repo stars
91. ▌
    Evermemos Overview · tools-only bundle

    Build AI memory that never forgets, making every conversation built on previous understanding.
    7 repo stars
92. ▌
    Better Auth Passkey Webauthn Guide · tools-only bundle

    Better Auth supports passkey authentication through the @better-auth/passkey plugin. Passkeys provide passwordless authentication using biometrics (fingerprint, face recognition), device PIN, or physical security keys.
    7 repo stars
93. ▌
    State API Reference · tools-only bundle

    Advanced state management for synchronizing UI elements and introducing controlled cycles.
    7 repo stars
94. ▌
    Hooks Experimental · tools-only bundle

    Hooks provide a composable extensibility mechanism for extending BidiAgent functionality by subscribing to events throughout the bidirectional streaming lifecycle.
    7 repo stars
95. ▌
    Install The Sdk 3 · tools-only bundle

    This quickstart guide shows you how to create your first basic Strands agent, add built-in and custom tools to your agent, use different model providers, emit debug logs, and run the agent locally.
    7 repo stars
96. ▌
    Advanced Features 9 · tools-only bundle

    The client_args configure the underlying OpenAI client. For a complete list of available arguments, please refer to the OpenAI source.
    7 repo stars
97. ▌
    Environment Variables 11 · tools-only bundle

    OpenAI provides access to GPT models, Whisper speech recognition, text-to-speech, and embeddings through their comprehensive API platform.
    7 repo stars
98. ▌
    Uniswap AI · tools-only bundle

    Uniswap-specific AI tools (skills, plugins, agents) for developers and AI agents integrating the trading API.
    7 repo stars
99. ▌
    Architecture Overview 12 · tools-only bundle

    This document provides a comprehensive overview of Local Deep Research's system architecture.
    7 repo stars
100. ▌
     Uniswap AI 2 · tools-only bundle

     Uniswap-specific AI tools (skills, plugins, agents) for developers and AI agents integrating the trading API.
     7 repo stars