prebuilt.startup.agent

Master startup agent that orchestrates all subgraphs for complete startup development.

This agent manages the entire flow from ideation through pitch deck creation, coordinating between different specialized subgraphs.

Attributes

result

Classes

MasterStartupAgent	Master agent that orchestrates the complete startup development process.
MasterStartupState	Master state that coordinates all subgraphs.
StartupDevelopmentRequest	Request model for startup development.
StartupDevelopmentResponse	Response model for startup development.

Functions

develop_startup(→ StartupDevelopmentResponse)

Develop a complete startup from idea to pitch deck.

Module Contents

class prebuilt.startup.agent.MasterStartupAgent

Bases: haive.agents.base.agent.Agent

Master agent that orchestrates the complete startup development process.

This agent coordinates between ideation, research, business model development, and pitch deck creation subgraphs.

build_graph() → langgraph.graph.StateGraph

Build the master coordination graph.

coordinate_workflow_node(state: MasterStartupState) → Dict[str, Any]

Coordinate the workflow and prepare for next subgraph.

determine_next_subgraph(state: MasterStartupState) → str

Determine which subgraph to run next.

extract_results_node(state: MasterStartupState) → Dict[str, Any]

Extract results from completed subgraph.

invoke_with_goal(user_goal: str, **kwargs) → StartupDevelopmentResponse

Invoke the master agent with a specific goal.

Parameters:

• user_goal – Natural language description of what the user wants

• **kwargs – Additional parameters

Returns:

Complete startup development response

prepare_final_output_node(state: MasterStartupState) → Dict[str, Any]

Prepare the final output with all results.

quality_gate_decision(state: MasterStartupState) → str

Make quality gate decision.

quality_gate_node(state: MasterStartupState) → Dict[str, Any]

Check quality gates and decide if we can proceed.

description: str = None

enable_business_modeling: bool = None

enable_deep_research: bool = None

enable_ideation: bool = None

enable_pitch_deck: bool = None

min_idea_score: float = None

min_market_size: float = None

name: str = None

class prebuilt.startup.agent.MasterStartupState(/, **data: Any)

Bases: haive.core.schema.state_schema.StateSchema

Master state that coordinates all subgraphs.

__shared_fields__ = ['messages', 'selected_idea']

business_model_results: Dict[str, Any] | None = None

deck_approved: bool = False

funding_goal: float | None = None

idea_portfolio: haive.prebuilt.startup.models.IdeaPortfolio | None = None

idea_validated: bool = False

ideation_results: Dict[str, Any] | None = None

market_research_results: Dict[str, Any] | None = None

market_validated: bool = False

messages: List[langchain_core.messages.BaseMessage] = None

model_validated: bool = False

pitch_deck_results: haive.prebuilt.startup.pitch_deck_models.PitchDeck | None = None

selected_idea: haive.prebuilt.startup.models.StartupIdea | None = None

target_industry: str | None = None

time_to_market: str | None = None

user_goal: str = None

workflow_stage: Literal['ideation', 'research', 'business_model', 'pitch_deck', 'complete'] = 'ideation'

class prebuilt.startup.agent.StartupDevelopmentRequest(/, **data: Any)

Bases: pydantic.BaseModel

Request model for startup development.

constraints: List[str] = None

focus_area: str | None = None

funding_goal: float | None = None

target_stage: Literal['idea', 'validated', 'pitch_ready'] = None

class prebuilt.startup.agent.StartupDevelopmentResponse(/, **data: Any)

Bases: pydantic.BaseModel

Response model for startup development.

business_model: Dict[str, Any]

estimated_fundability: float = None

market_validation: Dict[str, Any]

next_steps: List[str]

pitch_deck: haive.prebuilt.startup.pitch_deck_models.PitchDeck | None = None

startup_idea: haive.prebuilt.startup.models.StartupIdea

prebuilt.startup.agent.develop_startup(goal: str = 'Create a fundable B2B SaaS startup with pitch deck', industry: str | None = None, funding_goal: float | None = None, **kwargs) → StartupDevelopmentResponse

Develop a complete startup from idea to pitch deck.

Parameters:

• goal – Natural language description of the startup goal

• industry – Target industry/vertical

• funding_goal – Target funding amount

• **kwargs – Additional parameters

Returns:

Complete startup package with idea, research, and pitch deck

prebuilt.startup.agent.result