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Clean Architecture Design Principles

clean-architecture

ciembor/agent-rules-books

Apply Robert C. Martin-inspired rules to separate business policy from frameworks, databases, UI, and infrastructure. This skill helps define architectural boundaries, dependency direction, use cases, and interface adapters. Use it for software design decisions involving framework isolation or technology churn to ensure maintainability and clarity.

Clean Code Principles and Practices

ciembor/agent-rules-books

Apply Robert C. Martin-inspired clean code rules to improve code readability, naming conventions, function design, and responsibilities. This skill ensures everyday implementation quality, readable control flow, and testable code by following established best practices for software development.

Code Complete Software Construction

ciembor/agent-rules-books

This skill applies Steve McConnell's construction rules to software development tasks. It covers routine design, variable usage, class design, control flow, defensive programming, coding standards, and testing. Use it for disciplined software construction to ensure high-quality code implementation.

Counterparty Channel Discipline

counterparty-channel-discipline

This skill enforces strict communication protocols for AI agents interacting in shared channels with external parties. It ensures agents speak only when explicitly addressed, prevents internal context leakage, and routes sensitive content to draft-only approval. Ideal for group chats, DMs, and business partnerships where privacy and security are critical.

Designing Data-Intensive Applications

designing-data-intensive-applications

ciembor/agent-rules-books

Apply Martin Kleppmann-inspired rules for designing reliable, scalable, and maintainable data systems. Covers consistency, replication, partitioning, transactions, streams, batch processing, and schema evolution. Use when making architecture decisions for data-intensive applications.

Domain-Driven Design Distilled

domain-driven-design-distilled

ciembor/agent-rules-books

Apply lightweight Domain-Driven Design rules for bounded contexts, subdomains, and tactical modeling without unnecessary ceremony. Ideal for practical software architecture guidance and design decisions in complex systems.

Enterprise Application Architecture Patterns

patterns-of-enterprise-application-architecture

ciembor/agent-rules-books

Apply Martin Fowler-inspired enterprise architecture rules when choosing layers, service layers, transaction scripts, domain models, repositories, mappers, or DTOs. Helps structure enterprise applications with proven patterns.

Pharmacokinetic and Pharmacodynamic Modeling

K-Dense-AI/scientific-agent-skills

This skill performs pharmacokinetic and pharmacodynamic modelling, including non-compartmental analysis, compartmental fitting, and population PK. It helps derive exposure metrics, evaluate dosing regimens, and predict drug interactions using Python scripts. Suitable for analyzing concentration-time data and supporting clinical pharmacology workflows.

Portable Qoder Project Inspector

agentscope-ai/QwenPaw

This skill provides a stable standalone fixture for Qoder, allowing users to inspect the active project using standard QwenPaw tools. It is designed for developers to verify project status and structure without external dependencies. Ideal for debugging and project analysis tasks.

Project File Inspection Tool

agentscope-ai/QwenPaw

This portable skill enables the AI to utilize standard file tools to examine and analyze the current project structure. It allows for inspecting code files, configuration settings, and documentation directly within the workspace. This fixture skill ensures stability and reliability when performing file-based operations during development tasks.

Apply Refactoring Guru Rules

refactoring-guru

ciembor/agent-rules-books

This skill applies Refactoring.Guru-inspired rules for diagnosing code smells and selecting appropriate refactoring techniques. It helps preserve behavior while avoiding uncontrolled redesign. Before making design or code decisions, read the mini rules first. Use the full guide only as a deeper reference when needed. It ensures targeted cleanup without over-engineering.

Production Reliability Engineering

ciembor/agent-rules-books

Apply Michael T. Nygard-inspired production reliability rules when designing failure handling, timeouts, retries, circuit breakers, observability, or deployment behavior.

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