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1. ▌
   Getting Started With Neon 2 · tools-only bundle

   Interactive guide to help users get started with Neon in their project. Sets up their Neon project (with a connection string) and connects their database to their code.
   7 repo stars
2. ▌
   Aden Vs Autogen A Detailed Comparison · tools-only bundle

   Microsoft's AutoGen and Aden both enable multi-agent systems but serve different purposes. AutoGen specializes in conversational agents, while Aden focuses on goal-driven, self-improving systems.
   7 repo stars
3. ▌
   Aden Vs Autogen A Detailed Comparison 2 · tools-only bundle

   Microsoft's AutoGen and Aden both enable multi-agent systems but serve different purposes. AutoGen specializes in conversational agents, while Aden focuses on goal-driven, self-improving systems.
   7 repo stars
4. ▌
   Migration Guide Ldr V0 X To V1 0 · tools-only bundle

   ⚠️ Warning: Compatibility mode bypasses security features and is not recommended for production use.
   7 repo stars
5. ▌
   Migration Guide Ldr V0 X To V1 0 2 · tools-only bundle

   ⚠️ Warning: Compatibility mode bypasses security features and is not recommended for production use.
   7 repo stars
6. ▌
   Getting Started With Airbyte Agent Connectors · tools-only bundle

   This guide walks you through installing your first connector, setting up authentication, and executing your first operation.
   7 repo stars
7. ▌
   Getting Started With Airbyte Agent Connectors 2 · tools-only bundle

   This guide walks you through installing your first connector, setting up authentication, and executing your first operation.
   7 repo stars
8. ▌
   Research Library And RAG Guide · tools-only bundle

   This guide covers the Research Library for document management and the RAG (Retrieval-Augmented Generation) system for semantic search.
   7 repo stars
9. ▌
   Sqlcipher Installation Guide · tools-only bundle

   Local Deep Research uses SQLCipher to provide encrypted databases for each user. This ensures that all user data, including API keys and research results, are encrypted at rest.
   7 repo stars
10. ▌
    Sqlcipher Installation Guide 2 · tools-only bundle

    Local Deep Research uses SQLCipher to provide encrypted databases for each user. This ensures that all user data, including API keys and research results, are encrypted at rest.
    7 repo stars
11. ▌
    Aden Vs Langchain A Detailed Comparison · tools-only bundle

    LangChain and Aden represent two different philosophies for building AI agent systems. This guide provides an objective comparison to help you choose the right tool for your project.
    7 repo stars
12. ▌
    Agent Orchestration 2 · tools-only bundle

    This skill provides a scientific delegation framework for orchestrator AIs coordinating specialist sub-agents.
    7 repo stars
13. ▌
    Agent Orchestration 3 · tools-only bundle

    This skill provides a scientific delegation framework for orchestrator AIs coordinating specialist sub-agents.
    7 repo stars
14. ▌
    Claude Code Swarm Orchestration 2 · tools-only bundle

    Master multi-agent orchestration using Claude Code's TeamCreate, SendMessage, TeamDelete, and Task tools.
    7 repo stars
15. ▌
    Sam Stage 7 Final Verification · tools-only bundle

    You are the final verification certifier for the SAM pipeline. You determine whether the implemented feature achieves the original objectives defined in Stage 1 Discovery. You work backwards from goals to evidence.
    7 repo stars
16. ▌
    When To Use This Skill 27 · tools-only bundle

    Unified Python interface for calling 100+ LLM APIs using consistent OpenAI format. Provides standardized exception handling, retry/fallback logic, and cost tracking across multiple providers.
    7 repo stars
17. ▌
    Agent Orchestration 4 · tools-only bundle

    The AVAILABLE RESOURCES section provides world-building context about the environment, not a restrictive tool list. Describe the ecosystem so agents can leverage their full capabilities.
    7 repo stars
18. ▌
    Sam Stage 3 Context Integration · tools-only bundle

    You are the context integration agent for the SAM pipeline. You take an abstract design plan and ground it in the concrete reality of the codebase.
    7 repo stars
19. ▌
    When To Use This Skill 28 · tools-only bundle

    Unified Python interface for calling 100+ LLM APIs using consistent OpenAI format. Provides standardized exception handling, retry/fallback logic, and cost tracking across multiple providers.
    7 repo stars
20. ▌
    Python Packaging Configuration · tools-only bundle

    The model configures modern Python packaging using pyproject.toml and PEP standards.
    7 repo stars
21. ▌
    Agent Creator Skill · tools-only bundle

    You are a Claude Code agent architect specializing in creating high-quality, focused agents that follow Anthropic's January 2026 best practices.
    7 repo stars
22. ▌
    When To Use This Skill 29 · tools-only bundle

    Configure and manage Mozilla Llamafile - a cross-platform executable distribution format that runs LLMs locally with an OpenAI-compatible API.
    7 repo stars
23. ▌
    Create Merge Request Changelog 3 · tools-only bundle

    Generate comprehensive, business-focused merge request descriptions by analyzing git changes. This skill adapts the structured analysis approach from JIRA release notes to work purely with git data.
    7 repo stars
24. ▌
    When To Use This Skill 30 · tools-only bundle

    Configure and manage Mozilla Llamafile - a cross-platform executable distribution format that runs LLMs locally with an OpenAI-compatible API.
    7 repo stars
25. ▌
    Embedded C Development Standards · tools-only bundle

    Domain knowledge for embedded C development targeting nRF52 and STM32 platforms with Zigbee and FreeRTOS.
    7 repo stars
26. ▌
    Holistic Linting Skill · tools-only bundle

    This skill embeds comprehensive linting and formatting verification into Claude Code's workflow, preventing the common pattern where code is claimed "production ready" without actually running quality checks.
    7 repo stars
27. ▌
    Research Curator Add Resources To Research Directory · tools-only bundle

    Add novel tools, repositories, and resources to ./research/ for future reference in Claude Code development.
    7 repo stars
28. ▌
    Holistic Linting Skill 2 · tools-only bundle

    This skill embeds comprehensive linting and formatting verification into Claude Code's workflow, preventing the common pattern where code is claimed "production ready" without actually running quality checks.
    7 repo stars
29. ▌
    Sam Stage 2 Planning · tools-only bundle

    You are the planning agent for the SAM pipeline. You transform discovery artifacts into an actionable design with verified prerequisites. You use RT-ICA as a gate to ensure no critical inputs are missing or invented.
    7 repo stars
30. ▌
    Research Curator Add Resources To Research Directory 2 · tools-only bundle

    Add novel tools, repositories, and resources to ./research/ for future reference in Claude Code development.
    7 repo stars
31. ▌
    Holistic Linting Skill 3 · tools-only bundle

    This skill embeds comprehensive linting and formatting verification into Claude Code's workflow, preventing the common pattern where code is claimed "production ready" without actually running quality checks.
    7 repo stars
32. ▌
    Sam Stage 1 Discovery · tools-only bundle

    You are the discovery agent for the Stateless Agent Methodology (SAM) pipeline. Your purpose is to gather complete, unambiguous requirements through structured discussion with the user BEFORE any design or…
    7 repo stars
33. ▌
    Operations Guide · tools-only bundle

    This guide provides detailed information for Git operations and release management in IntentKit.
    7 repo stars
34. ▌
    Operations Guide 3 · tools-only bundle

    This guide provides detailed information for Git operations and release management in IntentKit.
    7 repo stars
35. ▌
    Multi Skill Orchestration Sf AI Agentforce Perspective · tools-only bundle

    This document details how sf-ai-agentforce fits into the multi-skill workflow for Salesforce development.
    7 repo stars
36. ▌
    OAUTH 2 0 Integration Design For MCP Gateway · tools-only bundle

    This document describes the design for the Admin UI initiated OAuth 2.0 Authorization Code flow for MCP gateways and how the backend stores and uses user-delegated tokens.
    7 repo stars
37. ▌
    OAUTH 2 0 Integration Design For Contextforge · tools-only bundle

    This document describes the design for the Admin UI initiated OAuth 2.0 Authorization Code flow for MCP gateways and how the backend stores and uses user-delegated tokens.
    7 repo stars
38. ▌
    OAUTH 2 0 Integration Design For MCP Gateway 3 · tools-only bundle

    This document describes the design for the Admin UI initiated OAuth 2.0 Authorization Code flow for MCP gateways and how the backend stores and uses user-delegated tokens.
    7 repo stars
39. ▌
    News API Exception Handling · tools-only bundle

    The news API module now uses a structured exception handling approach instead of returning error dictionaries. This provides better error handling, cleaner code, and consistent API responses.
    7 repo stars
40. ▌
    Notification Flow Complete Trace · tools-only bundle

    This document traces the complete flow of notifications from research completion/failure through to delivery via Apprise.
    7 repo stars
41. ▌
    Notification Flow Complete Trace 2 · tools-only bundle

    This document traces the complete flow of notifications from research completion/failure through to delivery via Apprise.
    7 repo stars
42. ▌
    Adr 001 Mvp Scope · tools-only bundle

    Colin is an ambitious project with many potential features. We need to define a minimal viable product that validates the core value proposition without overbuilding.
    7 repo stars
43. ▌
    Aden Vs Crewai A Detailed Comparison · tools-only bundle

    CrewAI and Aden both focus on multi-agent systems but take fundamentally different approaches. CrewAI emphasizes role-based team collaboration, while Aden focuses on goal-driven, self-improving agent graphs.
    7 repo stars
44. ▌
    File Summarization 2 · tools-only bundle

    Apply this methodology when summarizing files of any type. This skill provides the routing logic and type-specific strategies for faithful file summarization.
    7 repo stars
45. ▌
    Claude Code Plugin Creator Agentic Orchestration Workflow · tools-only bundle

    This skill orchestrates specialized agents through a comprehensive plugin creation workflow.
    7 repo stars
46. ▌
    Research Curator Multi Mode Orchestrator · tools-only bundle

    Orchestrate research entry creation, maintenance, and validation in ./research/. Spawns @research-curator agents for content work; handles coordination, README updates, and post-actions.
    7 repo stars
47. ▌
    Image Summarization 2 · tools-only bundle

    Methodology for summarizing visual content including screenshots, diagrams, charts, photos, code screenshots, and terminal output.
    7 repo stars
48. ▌
    Sam Stage 5 Execution · tools-only bundle

    You are the execution dispatcher for the SAM pipeline. You launch fresh, stateless agent sessions to execute individual tasks. Each agent receives exactly one task file as its complete context.
    7 repo stars
49. ▌
    Kaizen Improvement 2 · tools-only bundle

    Transform analysis findings from .planning/kaizen/ into actionable improvements — hooks, agent patches, skill refinements, CLAUDE.md updates, and automation scripts.
    7 repo stars
50. ▌
    Claude Code Plugin Creator Agentic Orchestration Workflow 2 · tools-only bundle

    This skill orchestrates specialized agents through a comprehensive plugin creation workflow.
    7 repo stars
51. ▌
    News Subscriptions Guide · tools-only bundle

    This guide covers the News Subscription system for automated research monitoring and news tracking.
    7 repo stars
52. ▌
    Getting Started Challenge · tools-only bundle

    Welcome to Aden! This challenge will help you get familiar with our project and community. Complete all tasks to earn your first badge!
    7 repo stars
53. ▌
    Observation Endpoint Statistical Data Queries · tools-only bundle

    Primary method for retrieving observations with flexible entity specification.
    7 repo stars
54. ▌
    OAUTH 2 0 Integration Design For MCP Gateway 2 · tools-only bundle

    This document describes the design for the Admin UI initiated OAuth 2.0 Authorization Code flow for MCP gateways and how the backend stores and uses user-delegated tokens.
    7 repo stars
55. ▌
    Phase 2 Call Flow And Dfd Analysis 4 · tools-only bundle

    → P3: dfdelements {externalinteractors[], processes[], datastores[], dataflows[], callflows[], l1coverage{}}
    7 repo stars
56. ▌
    Phase 2 Call Flow And Dfd Analysis 5 · tools-only bundle

    → P3: dfdelements {externalinteractors[], processes[], datastores[], dataflows[], callflows[], l1coverage{}}
    7 repo stars
57. ▌
    Orchestrator Discipline 4 · tools-only bundle

    Enforce delegation discipline for the orchestrator role in multi-agent Claude Code workflows.
    7 repo stars
58. ▌
    Implement Refactor · tools-only bundle

    This command continues from /plugin-creator:assessor. After planning completes, use this to execute the refactoring tasks.
    7 repo stars
59. ▌
    Review Plugin For Refactor Workflow · tools-only bundle

    You MUST assess a plugin and create comprehensive refactoring plans following this multi-phase workflow. After planning completes, the orchestrator can launch parallel agents to execute tasks.
    7 repo stars
60. ▌
    Skill Research Process · tools-only bundle

    Systematic, scalable approach for building comprehensive Claude Code skills using parallel research agents. Use this when a skill requires extensive documentation gathering from official sources.
    7 repo stars
61. ▌
    Subagent Contract · tools-only bundle

    This contract governs all specialist agents. When loaded, it enforces disciplined behavior patterns that enable reliable orchestration.
    7 repo stars
62. ▌
    Chain Of Verification Cove For Prompt Design · tools-only bundle

    This skill documents what CoVe is, when to use it, and how to apply it correctly in prompt design.
    7 repo stars
63. ▌
    Complete Refactor Workflow · tools-only bundle

    You MUST perform a holistic review and validation of the completed plugin refactoring. This workflow validates that the refactoring achieved its goals, improved the plugin score, and follows project standards.
    7 repo stars
64. ▌
    Review Plugin For Refactor Workflow 2 · tools-only bundle

    You MUST assess a plugin and create comprehensive refactoring plans following this multi-phase workflow. After planning completes, the orchestrator can launch parallel agents to execute tasks.
    7 repo stars
65. ▌
    Complete Refactor Workflow 2 · tools-only bundle

    You MUST perform a holistic review and validation of the completed plugin refactoring. This workflow validates that the refactoring achieved its goals, improved the plugin score, and follows project standards.
    7 repo stars
66. ▌
    Review Plugin For Refactor Workflow 3 · tools-only bundle

    You MUST assess a plugin and create comprehensive refactoring plans following this multi-phase workflow. After planning completes, the orchestrator can launch parallel agents to execute tasks.
    7 repo stars
67. ▌
    Metrics Dashboard Guide · tools-only bundle

    The Local Deep Research metrics dashboard provides insights into your research activities, costs, and system performance.
    7 repo stars
68. ▌
    New Categories Implementation Plan · tools-only bundle

    Alternative splicing analysis for RNA-seq data. Covers splicing quantification, differential splicing between conditions, isoform switching analysis, and visualization.
    7 repo stars
69. ▌
    Text To LLM Optimized Text Workflow Instructions · tools-only bundle

    The assistant is operating in a text transformation workflow where source material must be converted into machine-optimized instruction sets.
    7 repo stars
70. ▌
    How It Works 9 · tools-only bundle

    FastMCP includes native OpenTelemetry instrumentation for observability. Traces are automatically generated for tool, prompt, resource, and resource template operations, providing visibility into server behavior…
    7 repo stars
71. ▌
    Multi Skill Orchestration Sf Data Perspective · tools-only bundle

    This document details how sf-data fits into the multi-skill workflow for Salesforce development.
    7 repo stars
72. ▌
    Multi Skill Orchestration Sf Data Perspective 2 · tools-only bundle

    This document details how sf-data fits into the multi-skill workflow for Salesforce development.
    7 repo stars
73. ▌
    Multi LLM Platform Support Guide · tools-only bundle

    Skill Seekers supports multiple LLM platforms through a clean adaptor system. The core scraping and content organization remains universal, while packaging and upload are platform-specific.
    7 repo stars
74. ▌
    Phase 3 Trust Boundary Evaluation 4 · tools-only bundle

    Based on DFD, identify trust boundaries, key interfaces, and data nodes; evaluate security posture at boundary crossings.
    7 repo stars
75. ▌
    Phase 3 Trust Boundary Evaluation 5 · tools-only bundle

    Based on DFD, identify trust boundaries, key interfaces, and data nodes; evaluate security posture at boundary crossings.
    7 repo stars
76. ▌
    Frontend Challenge · tools-only bundle

    Build beautiful, functional interfaces for AI agent management! This challenge is for frontend engineers who want to contribute to Honeycomb, Aden's dashboard.
    7 repo stars
77. ▌
    Claude Code Hooks Patterns And Examples January 2026 · tools-only bundle

    Working examples and recipes for building hooks. For hook system fundamentals, activate Skill(command: "plugin-creator:hooks-core-reference"). For JSON I/O schemas, activate Skill(command: "plugin-creator:hooks-io-api").
    7 repo stars
78. ▌
    Formatting Rules · tools-only bundle

    The model MUST write frontmatter descriptions following these rules.
    7 repo stars
79. ▌
    Claude Code Hooks I O API Reference January 2026 · tools-only bundle

    JSON schemas for hook stdin input and stdout output per event. For hook system fundamentals, activate Skill(command: "plugin-creator:hooks-core-reference").
    7 repo stars
80. ▌
    The Rewrite Room 3 · tools-only bundle

    Routes documentation, authoring, and optimization tasks to the correct specialist agents. Does not rewrite source agents or skills — orchestrates them. Governs authoring, docs, prompts, and summaries — not product code.
    7 repo stars
81. ▌
    Start Task Sam Task Execution Helper · tools-only bundle

    For individual task files (YAML frontmatter at top), the task IS the entire file. For monolithic files (multiple tasks), find the specific task section.
    7 repo stars
82. ▌
    Hook Creator For Claude Code Plugins · tools-only bundle

    Create hooks that integrate with the Claude Code event system. Hooks automate validation, enforcement, and context injection across the session lifecycle.
    7 repo stars
83. ▌
    Prompt Driven Development Solving The Software Maintenance · tools-only bundle

    Software complexity is escalating, and traditional development models face a significant challenge: the overwhelming cost of maintenance, often consuming 80-90% of total development expenditure after initial deployment.
    7 repo stars
84. ▌
    OAUTH Providers · tools-only bundle

    Better Auth provides built-in OAuth 2.0 support for social authentication. No plugins required.
    7 repo stars
85. ▌
    Openai Chatgpt Integration Guide · tools-only bundle

    Complete guide for creating and deploying skills to OpenAI ChatGPT using Skill Seekers.
    7 repo stars
86. ▌
    Warehouse Discovery 2 · tools-only bundle

    Patterns for discovering and querying data in the warehouse.
    7 repo stars
87. ▌
    Hallucination Detection Guide For AI Agent Orchestration · tools-only bundle

    This guide catalogs observable triggers that indicate reasoning failures in AI agent outputs, particularly when orchestrating AI-to-AI delegation.
    7 repo stars
88. ▌
    Hallucination Detection Guide For AI Agent Orchestration 2 · tools-only bundle

    This guide catalogs observable triggers that indicate reasoning failures in AI agent outputs, particularly when orchestrating AI-to-AI delegation.
    7 repo stars
89. ▌
    The Evolution Of Software Development · tools-only bundle

    As software complexity escalates and time-to-market pressures intensify, traditional coding methodologies—even when augmented with AI-assisted tools—are reaching their limits in delivering efficient, maintainable, and…
    7 repo stars
90. ▌
    Next JS Data Fetching · tools-only bundle

    Server-side data fetching, caching strategies, revalidation, and loading patterns.
    7 repo stars
91. ▌
    Gnu Octave Compatibility Reference · tools-only bundle

    GNU Octave is a free, open-source alternative to MATLAB with high compatibility. Most MATLAB scripts run in Octave with no or minimal modifications. However, there are some differences to be aware of.
    7 repo stars
92. ▌
    Architecture Deep Dive Challenge · tools-only bundle

    Test your understanding of Aden's architecture and backend systems. This challenge is perfect for backend engineers who want to contribute to the core framework.
    7 repo stars
93. ▌
    Multi Agent Auto Configuration Guide · tools-only bundle

    The Skill Seeker MCP server now supports automatic detection and configuration of multiple AI coding agents.
    7 repo stars
94. ▌
    Seaborn Objects Interface · tools-only bundle

    The seaborn.objects interface provides a modern, declarative API for building visualizations through composition. This guide covers the complete objects interface introduced in seaborn 0.12+.
    7 repo stars
95. ▌
    Phase 5 Stride Threat Analysis 4 · tools-only bundle

    ← P2: dfdelements from .phaseworking/{SESSIONID}/data/P2dfdelements.yaml ← P3: boundarycontext from .phaseworking/{SESSIONID}/data/P3boundarycontext.yaml ← P4: securitygaps from…
    7 repo stars
96. ▌
    Phase 5 Stride Threat Analysis 5 · tools-only bundle

    ← P2: dfdelements from .phaseworking/{SESSIONID}/data/P2dfdelements.yaml ← P3: boundarycontext from .phaseworking/{SESSIONID}/data/P3boundarycontext.yaml ← P4: securitygaps from…
    7 repo stars
97. ▌
    Support The Open Source Projects We Depend On · tools-only bundle

    Claude Scientific Skills is built on the shoulders of giants. The 139 skills in this repository leverage dozens of incredible open source projects created and maintained by dedicated developers and research communities…
    7 repo stars
98. ▌
    Phase 6 Risk Validation 4 · tools-only bundle

    Do NOT validate risks from memory. MUST read P5 threat data to verify counts!
    7 repo stars
99. ▌
    Phase 6 Risk Validation 5 · tools-only bundle

    Do NOT validate risks from memory. MUST read P5 threat data to verify counts!
    7 repo stars
100. ▌
     Pdd Internal Onboarding · tools-only bundle

     PDD employees use Infisical for centralized secrets management instead of local .env files for API keys.
     7 repo stars