Crate kowalski_core 

Re-exports

pub use agent::repl_trace::ReplTraceGuard;

pub use agent::Agent;

pub use agent::BaseAgent;

pub use agent::MessageHandler;

pub use error::KowalskiError;

pub use federation::ABSOLUTE_MAX_DELEGATION_DEPTH;

pub use federation::AclEnvelope;

pub use federation::AclMessage;

pub use federation::AgentRecord;

pub use federation::AgentRegistry;

pub use federation::DEFAULT_MAX_DELEGATION_DEPTH;

pub use federation::DelegationOutcome;

pub use federation::FederationOrchestrator;

pub use federation::MessageBroker;

pub use federation::MpscBroker;

pub use federation::check_delegate_depth;

pub use federation::delete_federation_agent;

pub use federation::load_registry_into;

pub use federation::mark_stale_agents_inactive;

pub use federation::set_agent_current_task;

pub use federation::touch_agent_heartbeat;

pub use federation::upsert_agent_state_for_record;

pub use federation::upsert_registry_record;

pub use graph::postgres_age_cypher;

pub use graph::postgres_graph_status;

pub use markdown_pipeline::maybe_normalize_markdown;

pub use markdown_pipeline::parse_app_manifest;

pub use markdown_pipeline::parse_stage_agent;

pub use markdown_pipeline::render_context_attachments;

pub use markdown_pipeline::resolve_manifest_path;

pub use markdown_pipeline::AppManifestMeta;

pub use markdown_pipeline::StageAgentMeta;

pub use operator_input::answers_to_prompt;

pub use operator_input::default_ingest_form_fields;

pub use operator_input::validate_form_answers;

pub use operator_input::HordeRunFormSpec;

pub use operator_input::OperatorInputField;

pub use rookery::assign_penguin_avatars;

pub use rookery::extract_json_block;

pub use rookery::horde_root_path;

pub use rookery::infer_penguin_avatar;

pub use rookery::minimal_linear_draft;

pub use rookery::parse_draft_from_assistant;

pub use rookery::normalize_draft;

pub use rookery::output_looks_invalid;

pub use rookery::repair_horde_tree_outputs;

pub use rookery::validate_draft;

pub use rookery::validate_horde_tree;

pub use rookery::write_horde_tree;

pub use rookery::HordeBirthSpec;

pub use rookery::PenguinSpec;

pub use rookery::RookeryDraft;

pub use mcp::CallToolResponse;

pub use mcp::McpClient;

pub use mcp::McpConnection;

pub use mcp::McpHub;

pub use mcp::McpStdioClient;

pub use mcp::McpToolBinding;

pub use mcp::McpToolDescription;

pub use mcp::McpToolProxy;

pub use model::ModelManager;

pub use role::Audience;

pub use role::Preset;

pub use role::Role;

pub use role::Style;

pub use tools::ToolCall;

pub use config::*;

pub use logging::*;

pub use model::*;

pub use tool_chain::*;

pub use tools::*;

Modules

agent

config

conversation

db

Optional SQL persistence for durable episodic and agent metadata.

error

federation

Multi-agent federation: ACL messages, in-process broker, registry.

graph

Optional Postgres extension probes (pgvector, Apache AGE).

llm

logging

markdown_pipeline

Markdown-staged apps: a manifest (app.md or horde.md) plus agents/*.md drive multi-step runs. This module is layout-agnostic — no wiki/Obsidian-specific repair or index generation. Each stage declares prompt paths, optional context files (relative to the workdir), optional @artifact@ / @step:name@ tokens, and optional markdown normalization.

mcp

Model Context Protocol (MCP) client integration in kowalski-core.

memory

model

operator_input

Operator-facing form fields for horde runs (declared in agent frontmatter).

role

rookery

Rookery — horde builder: validate drafts and write markdown-native horde trees.

source_bundle

Assemble raw source markdown from URLs, local file paths, and free text.

template

tool_chain

tools

utils