Index

A

agent (coact.realize_crewai.RunnableCrewAIAgent property) (coact.realize_langgraph.RunnableLLMGraphAgent property) (coact.RunnableCrewAIAgent property) (coact.RunnableLLMGraphAgent property) agent_filename() (in module coact.util) agent_to_frontmatter() (in module coact.emit) AgentDefinition (class in coact) (class in coact.base)

AgentDiff (class in coact.analysis) AgentPlan (class in coact) (class in coact.base) agents_dir() (in module coact) (in module coact.stores) AgentStore (class in coact) (class in coact.stores) as_object_schema() (in module coact.return_contract) auto_return_mode() (in module coact.return_contract)

B

back() (in module coact) (in module coact.__main__) (in module coact.analysis) backends (in module coact.realize) build_agent() (coact.realize_crewai.RunnableCrewAIAgent method) (coact.realize_langgraph.RunnableLLMGraphAgent method) (coact.RunnableCrewAIAgent method) (coact.RunnableLLMGraphAgent method) build_backstory() (coact.realize_crewai.RunnableCrewAIAgent method) (coact.RunnableCrewAIAgent method) build_goal() (coact.realize_crewai.RunnableCrewAIAgent method) (coact.RunnableCrewAIAgent method) build_kwargs() (coact.realize_litellm.RunnableLLMAgent method) (coact.RunnableLLMAgent method)

build_manifest() (in module coact.publish_mcpb) build_messages() (coact.realize_litellm.RunnableLLMAgent method) (coact.RunnableLLMAgent method) build_options() (coact.realize.RunnableAgent method) (coact.RunnableAgent method) build_response_format() (coact.realize_langgraph.RunnableLLMGraphAgent method) (coact.RunnableLLMGraphAgent method) build_response_model() (coact.realize_crewai.RunnableCrewAIAgent method) (coact.RunnableCrewAIAgent method) build_role() (coact.realize_crewai.RunnableCrewAIAgent method) (coact.RunnableCrewAIAgent method) build_state() (coact.realize_langgraph.RunnableLLMGraphAgent method) (coact.RunnableLLMGraphAgent method) build_system_prompt() (coact.realize_langgraph.RunnableLLMGraphAgent method) (coact.RunnableLLMGraphAgent method)

C

check_requirements() (in module coact.util) choose_memory() (coact.CompletionPolicy method) (coact.policy.CompletionPolicy method) choose_model() (coact.CompletionPolicy method) (coact.policy.CompletionPolicy method) coact module coact.__main__ module coact._pydantic_schema module coact.analysis module coact.base module coact.complete module coact.emit module coact.frontmatter module coact.integration module coact.llm module coact.nl_ingress module coact.policy module coact.publish module coact.publish_mcpb module

coact.publish_remote module coact.realize module coact.realize_crewai module coact.realize_langgraph module coact.realize_litellm module coact.return_contract module coact.scaffold module coact.schema module coact.stores module coact.synthesis module coact.util module COACT_KEY (in module coact.frontmatter) CoactMeta (class in coact) (class in coact.frontmatter) coerce_agents() (in module coact.realize) complete() (in module coact) (in module coact.__main__) (in module coact.complete) completion (coact.realize_litellm.RunnableLLMAgent attribute) (coact.RunnableLLMAgent attribute) CompletionPolicy (class in coact) (class in coact.policy)

D

DEFAULT_MODEL (in module coact.realize_crewai) (in module coact.realize_langgraph) (in module coact.realize_litellm) DEFAULT_MODEL_MAP (in module coact.realize_crewai) (in module coact.realize_langgraph) (in module coact.realize_litellm) default_policy (in module coact.policy)

DEFAULT_RETURN_SCHEMA (in module coact.synthesis) DEFAULT_SHIM_NAME (in module coact.scaffold) describe() (in module coact.__main__) DFLT_AUTHORING_PROMPTS (in module coact.nl_ingress) diff() (in module coact) (in module coact.__main__) (in module coact.analysis)

E

emit() (in module coact.__main__) emit_agent() (in module coact) (in module coact.emit) emitters (in module coact.emit) Estimate (class in coact.analysis) estimate() (in module coact) (in module coact.__main__) (in module coact.analysis)

execute() (coact.realize.RunnableAgent method) (coact.realize_crewai.RunnableCrewAIAgent method) (coact.realize_langgraph.RunnableLLMGraphAgent method) (coact.realize_litellm.RunnableLLMAgent method) (coact.RunnableAgent method) (coact.RunnableCrewAIAgent method) (coact.RunnableLLMAgent method) (coact.RunnableLLMGraphAgent method) extract_return_tool_input() (in module coact.return_contract)

F

factory (coact.realize_langgraph.RunnableLLMGraphAgent attribute) (coact.RunnableLLMGraphAgent attribute) FieldProvenance (class in coact) (class in coact.base) first_balanced_span() (in module coact.util)

from_claude_agent_md() (in module coact) (in module coact.emit) from_dict() (coact.base.ReturnContract class method) (coact.ReturnContract class method) from_frontmatter() (coact.CoactMeta class method) (coact.frontmatter.CoactMeta class method)

I

import_object() (in module coact.util) infer_tools() (coact.CompletionPolicy method) (coact.policy.CompletionPolicy method) integration_spec_from() (in module coact) (in module coact.integration) integration_spec_from_description() (in module coact) (in module coact.nl_ingress) IntegrationSource (in module coact.integration) IntegrationSpec (class in coact) (class in coact.integration) Inventory (class in coact.analysis)

inventory() (in module coact) (in module coact.__main__) (in module coact.analysis) is_bound() (coact.integration.ToolSpec method) (coact.ToolSpec method) is_empty() (coact.base.ReturnContract method) (coact.CoactMeta method) (coact.frontmatter.CoactMeta method) (coact.integration.IntegrationSpec method) (coact.IntegrationSpec method) (coact.ReturnContract method) is_return_tool() (in module coact.return_contract)

J

json_schema_to_model() (in module coact._pydantic_schema)

M

main() (in module coact.__main__) MCPB_MANIFEST_VERSION (in module coact.publish_mcpb) MemoryScope (in module coact.base) ModelName (in module coact.base) module coact coact.__main__ coact._pydantic_schema coact.analysis coact.base coact.complete coact.emit coact.frontmatter coact.integration coact.llm coact.nl_ingress coact.policy coact.publish coact.publish_mcpb coact.publish_remote coact.realize coact.realize_crewai coact.realize_langgraph coact.realize_litellm coact.return_contract coact.scaffold coact.schema coact.stores coact.synthesis coact.util

O

opus_keywords (coact.CompletionPolicy attribute) (coact.policy.CompletionPolicy attribute)

override() (coact.CompletionPolicy method) (coact.policy.CompletionPolicy method)

P

parse_coact_meta() (in module coact) (in module coact.frontmatter) plan() (in module coact.__main__) plan_completion() (in module coact) (in module coact.complete) ProvenanceSource (in module coact.base) publish() (in module coact) (in module coact.__main__) (in module coact.publish)

publish_mcpb() (in module coact) (in module coact.publish_mcpb) publish_remote() (in module coact) (in module coact.publish_remote) publish_targets() (in module coact) (in module coact.publish) PublishResult (class in coact) (class in coact.publish)

R

realize() (in module coact) (in module coact.__main__) (in module coact.realize) realize_crewai() (in module coact) (in module coact.realize_crewai) realize_host() (in module coact) (in module coact.realize) realize_langgraph() (in module coact) (in module coact.realize_langgraph) realize_litellm() (in module coact) (in module coact.realize_litellm) realize_mcp() (in module coact) (in module coact.realize) realize_sdk() (in module coact) (in module coact.realize) RealizedHost (class in coact) (class in coact.realize) register_validator() (in module coact) (in module coact.frontmatter) render() (coact.AgentPlan method) (coact.analysis.AgentDiff method) (coact.analysis.Estimate method) (coact.analysis.Inventory method) (coact.base.AgentPlan method) (coact.integration.IntegrationSpec method) (coact.IntegrationSpec method) (coact.publish.PublishResult method) (coact.PublishResult method) render_json_return_instruction() (in module coact.return_contract) render_return_contract_section() (in module coact.synthesis) render_tool_return_instruction() (in module coact.return_contract) resolve_llm() (in module coact) (in module coact.llm)

resolve_model() (coact.realize_crewai.RunnableCrewAIAgent method) (coact.realize_langgraph.RunnableLLMGraphAgent method) (coact.realize_litellm.RunnableLLMAgent method) (coact.RunnableCrewAIAgent method) (coact.RunnableLLMAgent method) (coact.RunnableLLMGraphAgent method) resolve_schema_ref() (in module coact.schema) resolve_skill() (in module coact.complete) return_contract() (coact.CoactMeta method) (coact.frontmatter.CoactMeta method) return_mode (coact.realize.RunnableAgent attribute) (coact.RunnableAgent attribute) RETURN_TOOL_FULLNAME (in module coact.return_contract) RETURN_TOOL_SERVER (in module coact.return_contract) ReturnContract (class in coact) (class in coact.base) ReturnPlan (class in coact.return_contract) runnable_refs() (coact.integration.IntegrationSpec method) (coact.IntegrationSpec method) RunnableAgent (class in coact) (class in coact.realize) RunnableCrewAIAgent (class in coact) (class in coact.realize_crewai) RunnableLLMAgent (class in coact) (class in coact.realize_litellm) RunnableLLMGraphAgent (class in coact) (class in coact.realize_langgraph) runner (coact.realize_crewai.RunnableCrewAIAgent attribute) (coact.realize_langgraph.RunnableLLMGraphAgent attribute) (coact.RunnableCrewAIAgent attribute) (coact.RunnableLLMGraphAgent attribute)

S

safe_filename() (in module coact.util) scaffold() (in module coact.__main__) scaffold_fleet() (in module coact) (in module coact.scaffold) schema() (coact.base.ReturnContract method) (coact.ReturnContract method) SERVER_CONFIG_NAME (in module coact.publish_mcpb) (in module coact.publish_remote) source_skill (coact.AgentDefinition attribute) (coact.base.AgentDefinition attribute)

structured() (in module coact) (in module coact.llm) structured_strategy (coact.realize_langgraph.RunnableLLMGraphAgent attribute) (coact.RunnableLLMGraphAgent attribute) synthesize_persona() (in module coact) (in module coact.synthesis) synthesize_return_contract() (in module coact) (in module coact.synthesis)

T

targets (in module coact.publish) to_aw_agent_spec() (in module coact) (in module coact.emit) to_claude_agent_md() (in module coact) (in module coact.emit) to_dict() (coact.base.ReturnContract method) (coact.ReturnContract method) to_kebab_case() (in module coact.util)

to_sdk_agent_dict() (in module coact.emit) to_snake_case() (in module coact.util) tools_map (coact.realize_crewai.RunnableCrewAIAgent attribute) (coact.realize_langgraph.RunnableLLMGraphAgent attribute) (coact.RunnableCrewAIAgent attribute) (coact.RunnableLLMGraphAgent attribute) ToolSpec (class in coact) (class in coact.integration)

U

use_response_format (coact.realize_crewai.RunnableCrewAIAgent attribute) (coact.realize_langgraph.RunnableLLMGraphAgent attribute) (coact.realize_litellm.RunnableLLMAgent attribute) (coact.RunnableCrewAIAgent attribute) (coact.RunnableLLMAgent attribute) (coact.RunnableLLMGraphAgent attribute)

V

validate_coact_block() (in module coact) (in module coact.frontmatter)

W

write_keywords (coact.CompletionPolicy attribute) (coact.policy.CompletionPolicy attribute)