src.intelligence.prd_parser module#

PRD Parser for Marcus Phase 2 Intelligence.

Extracts structured requirements from various PRD formats using AI.

class src.intelligence.prd_parser.PRDFormat[source]#

Bases: Enum

Supported PRD formats.

PLAIN_TEXT = 'plain_text'#

MARKDOWN = 'markdown'#

USER_STORIES = 'user_stories'#

TECHNICAL_SPEC = 'technical_spec'#

class src.intelligence.prd_parser.Feature[source]#

Bases: object

Represents a feature extracted from PRD.

name: str#

description: str#

priority: str#

user_stories: List[str]#

acceptance_criteria: List[str]#

technical_notes: List[str]#

estimated_complexity: str#

__init__(name, description, priority, user_stories, acceptance_criteria, technical_notes, estimated_complexity)#

Parameters:

name (str)
description (str)
priority (str)
user_stories (List[str])
acceptance_criteria (List[str])
technical_notes (List[str])
estimated_complexity (str)

Return type:

None

class src.intelligence.prd_parser.TechStack[source]#

Bases: object

Technology stack requirements.

frontend: List[str]#

backend: List[str]#

database: List[str]#

infrastructure: List[str]#

mobile: List[str]#

external_services: List[str]#

__init__(frontend, backend, database, infrastructure, mobile, external_services)#

Parameters:

frontend (List[str])
backend (List[str])
database (List[str])
infrastructure (List[str])
mobile (List[str])
external_services (List[str])

Return type:

None

class src.intelligence.prd_parser.ProjectConstraints[source]#

Bases: object

Project constraints and requirements.

timeline: str | None#

budget: str | None#

team_size: int | None#

performance_requirements: List[str]#

security_requirements: List[str]#

compliance_requirements: List[str]#

__init__(timeline, budget, team_size, performance_requirements, security_requirements, compliance_requirements)#

Parameters:

timeline (str | None)
budget (str | None)
team_size (int | None)
performance_requirements (List[str])
security_requirements (List[str])
compliance_requirements (List[str])

Return type:

None

class src.intelligence.prd_parser.ParsedPRD[source]#

Bases: object

Complete parsed PRD structure.

title: str#

overview: str#

goals: List[str]#

features: List[Feature]#

tech_stack: TechStack#

constraints: ProjectConstraints#

assumptions: List[str]#

risks: List[str]#

success_metrics: List[str]#

format_detected: PRDFormat#

__init__(title, overview, goals, features, tech_stack, constraints, assumptions, risks, success_metrics, format_detected)#

Parameters:

title (str)
overview (str)
goals (List[str])
features (List[Feature])
tech_stack (TechStack)
constraints (ProjectConstraints)
assumptions (List[str])
risks (List[str])
success_metrics (List[str])
format_detected (PRDFormat)

Return type:

None

class src.intelligence.prd_parser.PRDParser[source]#

Bases: object

Extracts structured requirements from various PRD formats.

__init__()[source]#

Return type:: None

async parse_prd(content, format_hint='auto')[source]#

Parse PRD from various formats.

Parameters:

content (str) – PRD text content
format_hint (str) – Format hint (“auto”, “markdown”, “plain_text”, etc.)

Returns:

Parsed PRD structure

Return type:

ParsedPRD