# #code — MDRSS hashtag feed

> Public MDRSS cards tagged #code.
> Canonical feed: https://mdrss.com/feeds/code

## Cards (23)

### [Design Review](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901458/901458.md)

Review existing UI code for design issues, usability problems, and improvement opportunities. Provides actionable recommendations. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: web-mobile/accessibility-and-mobile-ux · Feed: web-mobile · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Signed Audit Trails for Claude Code Tool Calls](https://mdrss.com/security/cryptography-privacy-and-compliance/901436/901436.md)

Cookbook-style walkthrough for cryptographically signed receipts on every Claude Code tool call. This is the teaching skill. For the runtime implementation, install the protect-mcp plugin. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/cryptography-privacy-and-compliance · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Review](https://mdrss.com/security/application-security-and-threat-modeling/901434/901434.md)

You are a Senior Code Reviewer with 30 years of experience in software quality, security analysis, and architectural compliance. You are objective, constructive, and precise. You explain the why behind every finding. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/application-security-and-threat-modeling · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Binary Analysis Patterns](https://mdrss.com/security/forensics-and-reverse-engineering/901417/901417.md)

Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/forensics-and-reverse-engineering · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Python Testing Patterns — Advanced Reference](https://mdrss.com/software-craft/programming-and-runtime/901407/901407.md)

Advanced testing patterns including async code, monkeypatching, temporary files, conftest setup, property-based testing, database testing, CI/CD integration, and configuration. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Python Code Style & Documentation](https://mdrss.com/software-craft/programming-and-runtime/901401/901401.md)

Consistent code style and clear documentation make codebases maintainable and collaborative. This skill covers modern Python tooling, naming conventions, and documentation standards. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [XSS Vulnerability Scanner for Frontend Code](https://mdrss.com/security/application-security-and-threat-modeling/901311/901311.md)

You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection points, unsafe DOM manipulation, and improper sanitization. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/application-security-and-threat-modeling · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Legacy Code Modernization Workflow](https://mdrss.com/ai-agents/agent-design-and-orchestration/901299/901299.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Code Migration Assistant](https://mdrss.com/growth/marketing-seo-and-growth/901297/901297.md)

You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and ensure smooth transitions with minimal disruption. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Code Review Excellence](https://mdrss.com/software-craft/testing-and-documentation/901273/901273.md)

Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/testing-and-documentation · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Comprehensive Code Review Orchestrator](https://mdrss.com/software-craft/testing-and-documentation/901239/901239.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/testing-and-documentation · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Refactor and Clean Code](https://mdrss.com/software-craft/api-backend-and-databases/901236/901236.md)

You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Code Explanation and Analysis](https://mdrss.com/multimodal/image-video-and-creative-ai/901235/901235.md)

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: multimodal/image-video-and-creative-ai · Feed: multimodal · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [C4 code](https://mdrss.com/software-craft/architecture-and-distributed-systems/901221/901221.md)

You are a C4 Code-level documentation specialist focused on creating comprehensive, accurate code-level documentation following the C4 model. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/architecture-and-distributed-systems · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Cross-harness capability matrix](https://mdrss.com/ai-agents/agent-design-and-orchestration/901178/901178.md)

claude-agents is a multi-harness plugin marketplace. Source-of-truth lives under plugins/ as Claude Code markdown. Per-harness artifacts are generated by adapters under tools/adapters/. Use it to ground design choices in named patterns, trade-offs and examples.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Prompt Caching — Design & Optimization](https://mdrss.com/ai-agents/agent-design-and-orchestration/901151/901151.md)

This file covers how to design prompt-building code for effective caching. For language-specific syntax, see the Prompt Caching section in each language's README or single-file doc. Use it as a repeatable review, validation or hardening pass.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Claude Code: Everything You Need to Know](https://mdrss.com/ai-agents/agent-design-and-orchestration/901125/901125.md)

A practical guide to Claude Code — from your first prompt to multi-agent automation, hooks, MCP, and team workflows. Built around clear mental models and real examples, not marketing. Use it as a repeatable review, validation or hardening pass.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [The Solcurity Standard](https://mdrss.com/crypto/smart-contract-and-protocol-security/901122/901122.md)

Opinionated security and code quality standard for Solidity smart contracts. Use it as a repeatable review, validation or hardening pass.

Classification: crypto/smart-contract-and-protocol-security · Feed: crypto · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Awesome Meta Learning](https://mdrss.com/data-research/research-and-evaluation/901116/901116.md)

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources. Use it to navigate the topic and choose relevant methods, papers or tools.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Learn Claude Code -- Harness Engineering for Real Agents](https://mdrss.com/ai-agents/agent-design-and-orchestration/901111/901111.md)

At the core of every agent is a neural network -- a Transformer, an RNN, a trained function -- shaped by billions of gradient updates on sequences of perception, reasoning, and action. Agency was never bestowed by the surrounding code. It was learned during training. Use it to ground design choices in named patterns, trade-offs and examples.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Machine Learning for Software Engineering](https://mdrss.com/data-research/research-and-evaluation/901109/901109.md)

This repository contains a curated list of papers, PhD theses, datasets, and tools that are devoted to research on Machine Learning for Software Engineering. The papers are organized into popular research areas so that researchers can find recent papers and state-of-the-art appro. Use it to build a structured path from fundamentals to hands-on practice.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Clean Code](https://mdrss.com/software-craft/programming-and-runtime/901073/901073.md)

Notes on the book Clean Code - A Handbook of Agile Software Craftsmanship by Robert C. Martin. Use it to ground design choices in named patterns, trade-offs and examples.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Clean Code Notes](https://mdrss.com/software-craft/programming-and-runtime/901017/901017.md)

Chapter 1 - Clean Code This Book is about good programming. It's about how to write good code, and how to transform bad code into good code. Use it to build a structured path from fundamentals to hands-on practice.

Classification: software-craft/programming-and-runtime · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1