Windows Use An agent that can interact with GUI elements on Windows Args: instructions (list[str], optional): Instructions for

A specialized agent with its own system prompt and MCP server configs.

Result of a policy evaluation

Structure for market research insights

Service for managing database connections and operations.

Deterministic workflow node that reads and writes ADK session state.

Manages the Neo4j knowledge graph for RAG.

Final answer with full attribution.

Intercepts standard library logging and redirects to loguru

Raised when an action violates a policy

Agent that scores signals based on relevance to developers. Why this IS an agent (unlike SignalCollector): Relevance scoring require

Agent that assesses risk levels in technical signals. Why this IS an agent: Risk assessment requires reasoning about technical impli

Utility that collects and normalizes signals from multiple sources. NOT an agent — no LLM calls. This is an intentional design choice. S

Agent that synthesizes all signal intelligence into a final digest. Why this uses the strongest model: Synthesis is the most reasoni

Immutable agent identity with trust metadata.

Defines what an agent can do under a delegation

One claimant-facing checklist item.

An agent that operates within the trust layer

Immutable result of a trust verification check.

Represents an action an agent wants to perform

Represents an agent's verified identity

Policy requiring human approval for certain actions

Service for managing article operations with the new database structure.

A simple audio player using sounddevice for real-time audio playback.

A simple audio player using sounddevice for real-time audio playback.

An entry in the audit log

Immutable, hash-chained audit log entry.

Audit log entry for agent interactions

Hash-chained audit log for agent actions. Every entry includes a SHA-256 hash of all its fields plus the previous entry's hash — forming a ta

MemorySaver that evicts oldest threads when exceeding max_threads.

Represents a verifiable citation for a claim.

Final polished packet returned to ADK Web.

Stores in-depth data about a company gathered during the research phase.

Deterministic routing output after coverage and evidence gates.

A delegation of authority from one agent to another

Manages delegation chains between agents

Agent with direct Firecrawl integration for property search

Agent with direct Firecrawl integration for property search

Generated document checklist for the claim packet.

Represents an entity extracted from documents.

Deterministic finding generated by coverage, evidence, or routing rules.

Deterministic validation of minimum claim intake information.

Policy for filesystem access control

Function node that returns the final packet Markdown as ADK Web output.

Final deterministic safety and fraud routing gate.

Deterministic SIU, fraud-pattern, and safety signal.

A simple agent with governance layer

Small parser for the stable HN table markup.

Manages agent identities