> For the complete documentation index, see [llms.txt](https://docs.flexbase.in/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.flexbase.in/flexbase-mcp-ai-prompts/brd-extraction-prompts-md-file.md).

# BRD Extraction Prompts - md file

> Extract modules, features, validations, domain services, events, subscribers, workflow states, and generate JSON from Business Requirements Documents (BRDs).

## How to Use

Tell your AI agent what you need. It will load the extraction conventions and rules automatically from the MCP server.

**Example prompts you can give your AI agent:**

```
Analyze this BRD and extract all modules and features to Markdown
```

```
Generate FlexBase JSON import files from this BRD
```

```
Extract domain services with full attributes and relationships from this BRD
```

```
Extract workflow states for all entities that have status columns
```

***

## Key Rules (Applied Automatically)

The agent loads complete extraction conventions via MCP tools. These are the most important rules to be aware of:

* **Module names must be PLURAL** PascalCase (e.g., `Orders`, `Customers`, `Payments`)
* **All names must be PascalCase** — modules, features, validations, events, subscribers, domain services
* **Every operation = one feature** — `CreateUser`, `UpdateUser`, `GetUserById` are 3 separate features
* **Valid operation types:** CREATE, UPDATE, DELETE, SOFTDELETE, GETPAGEDLIST, GETLIST, GETBYID, GETSINGLE (READ is NOT valid)
* **featureType:** WebAPI (user-initiated) or CronJob (scheduled)
* **isEventual:** `false` for GET operations, `true` for mutating operations (unless time-sensitive like financial deductions)
* **Events** must include conditions: `OnSuccess` (primary) or `OnFailed` (primary)
* **Only complex validations** in JSON — skip simple attribute validations (Required, MaxLength, email format)
* **Large files are split automatically** — per-module Markdown and JSON files

***

## Prompts

The extraction prompts are organized into dedicated files:

| File                                                                                    | Contents                                                         |
| --------------------------------------------------------------------------------------- | ---------------------------------------------------------------- |
| [BRD Extraction → Markdown](/flexbase-mcp-ai-prompts/brd-extraction-prompts-md-file.md) | Markdown extraction (modules, features, events, domain services) |
| [BRD Extraction → JSON](/flexbase-mcp-ai-prompts/brd-extraction-prompts-json-file.md)   | JSON generation (quick, complete, focused modules/services)      |

***

## Related

* **Legacy Migration:** [Legacy Migration → Markdown](/flexbase-mcp-ai-prompts/legacy-migration-prompts-md-file.md) | [Legacy Migration → JSON](/flexbase-mcp-ai-prompts/legacy-migration-prompts-json-file.md)
* **New Application:** [New Application → Markdown](/flexbase-mcp-ai-prompts/new-application-add-moduels-features-to-existing-application-prompts-md-file.md) | [New Application → JSON](/flexbase-mcp-ai-prompts/new-application-add-moduels-features-to-existing-application-prompts-json-file.md)
* **After extraction:** [Implementation Completion](/flexbase-mcp-ai-prompts/implementation-completion-prompts.md)