# #detailed — MDRSS hashtag feed

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

## Cards (44)

### [responsive-design — detailed patterns and worked examples](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901476/901476.md)

responsive-design — detailed patterns and worked examples captures reusable agent playbook guidance for accessibility & mobile ux. 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

### [accessibility-compliance — detailed patterns and worked examples](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901461/901461.md)

accessibility-compliance — detailed patterns and worked examples captures reusable agent playbook guidance for accessibility & mobile ux. 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

### [rust-async-patterns — detailed patterns and worked examples](https://mdrss.com/platforms/linux-networking-and-embedded/901451/901451.md)

rust-async-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/linux-networking-and-embedded · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [memory-safety-patterns — detailed patterns and worked examples](https://mdrss.com/platforms/linux-networking-and-embedded/901450/901450.md)

memory-safety-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/linux-networking-and-embedded · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [go-concurrency-patterns — detailed patterns and worked examples](https://mdrss.com/platforms/linux-networking-and-embedded/901449/901449.md)

go-concurrency-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/linux-networking-and-embedded · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [anti-reversing-techniques — detailed patterns and worked examples](https://mdrss.com/security/forensics-and-reverse-engineering/901416/901416.md)

For advanced VM detection (RDTSC delta calibration, VMware backdoor port, hypervisor leaf enumeration, guest driver artifact checks), see references/advanced-techniques.md. 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

### [risk-metrics-calculation — detailed patterns and worked examples](https://mdrss.com/crypto/quant-and-financial-systems/901412/901412.md)

risk-metrics-calculation — detailed patterns and worked examples captures reusable agent playbook guidance for quant & financial systems. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: crypto/quant-and-financial-systems · Feed: crypto · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [backtesting-frameworks — detailed worked examples](https://mdrss.com/crypto/quant-and-financial-systems/901411/901411.md)

backtesting-frameworks — detailed worked examples captures reusable agent playbook guidance for quant & financial systems. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: crypto/quant-and-financial-systems · Feed: crypto · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [python-design-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/programming-and-runtime/901402/901402.md)

Before adding complexity, ask: does a simpler solution work?. 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

### [async-python-patterns — detailed worked examples](https://mdrss.com/software-craft/programming-and-runtime/901398/901398.md)

Never block the event loop with synchronous operations. A single blocking call stalls all concurrent tasks. 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

### [billing-automation — detailed patterns and worked examples](https://mdrss.com/crypto/quant-and-financial-systems/901391/901391.md)

billing-automation — detailed patterns and worked examples captures reusable agent playbook guidance for quant & financial systems. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: crypto/quant-and-financial-systems · Feed: crypto · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [rag-implementation — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901351/901351.md)

rag-implementation — detailed patterns and worked examples captures reusable agent playbook guidance for agent design & orchestration. 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

### [prompt-engineering-patterns — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901347/901347.md)

prompt-engineering-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for agent design & orchestration. 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

### [llm-evaluation — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901345/901345.md)

llm-evaluation — detailed patterns and worked examples captures reusable agent playbook guidance for agent design & orchestration. 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

### [langchain-architecture — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901344/901344.md)

langchain-architecture — detailed patterns and worked examples captures reusable agent playbook guidance for agent design & orchestration. 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

### [k8s-manifest-generator — detailed patterns and worked examples](https://mdrss.com/platforms/devops-and-infrastructure/901336/901336.md)

The following templates are available in the assets/ directory:. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/devops-and-infrastructure · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [helm-chart-scaffolding — detailed patterns and worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901334/901334.md)

helm-chart-scaffolding — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. 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

### [typescript-advanced-types — detailed worked examples](https://mdrss.com/software-craft/programming-and-runtime/901332/901332.md)

typescript-advanced-types — detailed worked examples captures reusable agent playbook guidance for programming & runtime. 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

### [nodejs-backend-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/programming-and-runtime/901330/901330.md)

Use a DI container to wire up repositories, services, and controllers. For a full container implementation, see references/advanced-patterns.md. 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

### [modern-javascript-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/programming-and-runtime/901328/901328.md)

Functional programming in JavaScript centers on pure functions, immutability, and composable transformations. 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

### [gdpr-data-handling — detailed worked examples](https://mdrss.com/security/cryptography-privacy-and-compliance/901318/901318.md)

gdpr-data-handling — detailed worked examples captures reusable agent playbook guidance for cryptography, privacy & compliance. 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

### [unity-ecs-patterns — detailed patterns and worked examples](https://mdrss.com/multimodal/games-and-creative-coding/901314/901314.md)

unity-ecs-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for games & creative coding. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: multimodal/games-and-creative-coding · Feed: multimodal · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [godot-gdscript-patterns — detailed patterns and worked examples](https://mdrss.com/multimodal/games-and-creative-coding/901313/901313.md)

For advanced Godot patterns, performance tips, and best practices, see references/advanced-patterns.md:. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: multimodal/games-and-creative-coding · Feed: multimodal · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [tailwind-design-system — detailed patterns and worked examples](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901308/901308.md)

For advanced animation and dark mode patterns, see references/advanced-patterns.md:. 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

### [react-state-management — detailed patterns and worked examples](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901306/901306.md)

react-state-management — detailed patterns and worked examples captures reusable agent playbook guidance for accessibility & mobile ux. 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

### [react-native-architecture — detailed patterns and worked examples](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901305/901305.md)

react-native-architecture — detailed patterns and worked examples captures reusable agent playbook guidance for accessibility & mobile ux. 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

### [nextjs-app-router-patterns — detailed patterns and worked examples](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901304/901304.md)

nextjs-app-router-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for accessibility & mobile ux. 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

### [sql-optimization-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/testing-and-documentation/901279/901279.md)

sql-optimization-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for testing & documentation. 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

### [e2e-testing-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/testing-and-documentation/901275/901275.md)

e2e-testing-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for testing & documentation. 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

### [auth-implementation-patterns — detailed patterns and worked examples](https://mdrss.com/security/application-security-and-threat-modeling/901272/901272.md)

auth-implementation-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for application security & threat modeling. 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

### [spark-optimization — detailed patterns and worked examples](https://mdrss.com/data-research/research-and-evaluation/901263/901263.md)

spark-optimization — detailed patterns and worked examples captures reusable agent playbook guidance for research & evaluation. Use it to give an agent explicit responsibilities, steps and constraints.

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

### [dbt-transformation-patterns — detailed patterns and worked examples](https://mdrss.com/data-research/research-and-evaluation/901262/901262.md)

dbt-transformation-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for research & evaluation. Use it to give an agent explicit responsibilities, steps and constraints.

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

### [airflow-dag-patterns — detailed patterns and worked examples](https://mdrss.com/data-research/research-and-evaluation/901261/901261.md)

airflow-dag-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for research & evaluation. Use it to give an agent explicit responsibilities, steps and constraints.

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

### [workflow-patterns — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901250/901250.md)

Read plan.md and identify the next pending     task. Select tasks in order within the current phase. Do not skip ahead to later phases. 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

### [track-management — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901249/901249.md)

A track is a logical work unit that encapsulates a complete piece of work. Each track has:. 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

### [context-driven-development — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901248/901248.md)

Context-Driven Development treats project context as a first-class artifact managed alongside code. Instead of relying on ad-hoc prompts or scattered documentation, establish a persistent, structured foundation that informs all AI interactions. 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

### [deployment-pipeline-design — detailed patterns and worked examples](https://mdrss.com/platforms/devops-and-infrastructure/901230/901230.md)

1. Source - Code checkout, dependency graph resolution 2. Build - Compile, package, containerize, sign artifacts 3. Test - Unit, integration, SAST/SCA security scans 4. Staging Deploy - Deploy to staging environment with smoke tests 5. Integration Tests - E2E,. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/devops-and-infrastructure · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [kpi-dashboard-design — detailed worked examples](https://mdrss.com/data-research/research-and-evaluation/901220/901220.md)

kpi-dashboard-design — detailed worked examples captures reusable agent playbook guidance for research & evaluation. Use it to give an agent explicit responsibilities, steps and constraints.

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

### [solidity-security — detailed patterns and worked examples](https://mdrss.com/crypto/smart-contract-and-protocol-security/901215/901215.md)

Attacker calls back into your contract before state is updated. Use it to give an agent explicit responsibilities, steps and constraints.

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

### [Saga Orchestration](https://mdrss.com/software-craft/api-backend-and-databases/901209/901209.md)

Patterns for managing distributed transactions and long-running business processes without two-phase commit. 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

### [microservices-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901207/901207.md)

microservices-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. 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

### [architecture-patterns — detailed patterns and worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901204/901204.md)

architecture-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. 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

### [api-design-principles — detailed patterns and worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901199/901199.md)

api-design-principles — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. 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

### [fastapi-templates — detailed worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901191/901191.md)

fastapi-templates — detailed worked examples captures reusable agent playbook guidance for api, backend & databases. 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