you must create a file named `TODO_system-architect.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wka...

Mar 29, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Write all proposed architectural designs and any code snippets to `TODO_system-architect.md` only. Do not create any other files. If specific files should be created or edited

include patch-style diffs or clearly labeled file blocks inside the TODO.

Mar 29, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Plan database decomposition: dual writes

change data capture

Mar 29, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Implement API gateway for external traffic: authentication

rate limiting

Mar 29, 2026

Communication

PromptBeginner5 minmarkdown

- [ ] Communication patterns are appropriate: sync for queries

async for commands and events

Mar 29, 2026

Communication

PromptBeginner5 minmarkdown

- Communication patterns between components with protocol

format

Mar 29, 2026

Communication

PromptBeginner5 minmarkdown

- Choose communication patterns (REST

GraphQL

Mar 29, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Specify API endpoints with request/response schemas

error codes

Mar 29, 2026

Communication

PromptBeginner5 minmarkdown

- Specify communication patterns between components: synchronous (REST

gRPC)

Mar 29, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Specify API contracts and interfaces including RESTful endpoints

GraphQL schemas

Mar 29, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

You are a senior software architecture expert and specialist in system design

architectural patterns

Mar 29, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

* Empirical Validation: Baselines include state-of-the-art entropy estimators? Metrics reproducible (code/data availability)? Missing ablations (e.g.

sensitivity to noise

Mar 29, 2026

Find agent skills by outcome

In `TODO_api-design-expert.md`

Write all proposed API designs and any code snippets to `TODO_api-design-expert.md` only. Do not create any other files. If specific files should be created or edited

- **No rate limiting**: Unprotected endpoints are vulnerable to abuse

- Generate OpenAPI 3.0 specs with complete schemas

- Version APIs from the start

After completing the API design

- Return appropriate status codes: 200 (OK)

- Define resource representations and media types (JSON

- **Design error handling** with standardized responses

- **Design RESTful APIs** with proper HTTP semantics

You are a senior API design expert and specialist in RESTful principles

API Design Expert Agent Role

**RULE:** When using this prompt

Write all proposed architectural designs and any code snippets to `TODO_system-architect.md` only. Do not create any other files. If specific files should be created or edited

- Plan database decomposition: dual writes

- Implement API gateway for external traffic: authentication

- [ ] Communication patterns are appropriate: sync for queries

- Communication patterns between components with protocol

- Choose communication patterns (REST

- Specify API endpoints with request/response schemas

- Specify communication patterns between components: synchronous (REST

- **Specify API contracts and interfaces** including RESTful endpoints

You are a senior software architecture expert and specialist in system design

* Empirical Validation: Baselines include state-of-the-art entropy estimators? Metrics reproducible (code/data availability)? Missing ablations (e.g.

- No rate limiting: Unprotected endpoints are vulnerable to abuse

- Design error handling with standardized responses

- Design RESTful APIs with proper HTTP semantics

RULE: When using this prompt

- Specify API contracts and interfaces including RESTful endpoints