# #worked — MDRSS hashtag feed

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

## Cards (33)

### [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

### [Threat-mitigation mapping — templates and worked examples](https://mdrss.com/security/application-security-and-threat-modeling/901427/901427.md)

Threat-mitigation mapping — templates 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

### [stride-analysis-patterns — templates and worked examples](https://mdrss.com/security/application-security-and-threat-modeling/901426/901426.md)

User  --  Web App  --  API Gateway  --  Backend Services  | v  Database . 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

### [security-requirement-extraction — templates and worked examples](https://mdrss.com/security/application-security-and-threat-modeling/901425/901425.md)

security-requirement-extraction — templates 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

### [attack-tree-construction — templates and worked examples](https://mdrss.com/security/application-security-and-threat-modeling/901424/901424.md)

attack-tree-construction — templates 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

### [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

### [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

### [LoRA/QLoRA Hyperparameter Tables](https://mdrss.com/llm-engineering/training-and-fine-tuning/901371/901371.md)

Full tables and a complete worked config backing the summary in SKILL.md. Base models are never named here — every example is labeled by size class only; see finetuning-method-selection's references/model-catalog.md for which actual model to use at a given size class. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: llm-engineering/training-and-fine-tuning · Feed: llm-engineering · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [vector-index-tuning — templates and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901353/901353.md)

vector-index-tuning — templates 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

### [similarity-search-patterns — templates and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901352/901352.md)

similarity-search-patterns — templates 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

### [hybrid-search-implementation — templates and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901342/901342.md)

hybrid-search-implementation — templates 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

### [embedding-strategies — templates and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901341/901341.md)

embedding-strategies — templates 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

### [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

### [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

### [on-call-handoff-patterns — templates and worked examples](https://mdrss.com/security/forensics-and-reverse-engineering/901323/901323.md)

1. API latency around 02:00-03:00 UTC (backup window) 2. Auth service memory (restart if 80%). 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

### [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

### [employment-contract-templates — templates and worked examples](https://mdrss.com/security/cryptography-privacy-and-compliance/901317/901317.md)

employment-contract-templates — templates and 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

### [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

### [openapi-spec-generation — templates and worked examples](https://mdrss.com/web-mobile/web-design-systems/901290/901290.md)

For advanced code-first generation patterns and tooling, see references/code-first-and-tooling.md:. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: web-mobile/web-design-systems · Feed: web-mobile · 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

### [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

### [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

### [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

### [projection-patterns — templates and worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901208/901208.md)

projection-patterns — templates 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

### [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

### [cqrs-implementation — templates and worked examples](https://mdrss.com/software-craft/api-backend-and-databases/901205/901205.md)

cqrs-implementation — templates 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

### [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