Module workflow 

Workflow layer: stateful composite operations over toolkit primitives.

Each workflow step defines explicit typed IO contracts and composes toolkit functions with DB and LLM state. Steps are the building blocks for both MCP composite tools and autopilot cycles.

Layer rules (charter §5):

• Workflow MAY access DB (SqlitePool) and LLM (LlmProvider).
• Workflow MUST call X API operations through toolkit::*, never XApiClient directly.
• Workflow MUST NOT import from automation::.

Re-exports

pub use discover::DiscoverInput;

pub use discover::DiscoverOutput;

pub use draft::DraftInput;

pub use orchestrate::CycleInput;

pub use orchestrate::CycleReport;

pub use publish::PublishOutput;

pub use queue::QueueInput;

pub use thread_plan::ThreadPlanInput;

pub use thread_plan::ThreadPlanOutput;

Modules

discover

Discover step: search tweets via toolkit, score, persist to DB.

draft

Draft step: fetch discovered tweets, generate LLM reply drafts, run safety checks.

orchestrate

Deterministic orchestrator for autopilot discovery cycles.

publish

Publish step: execute a reply or tweet through the toolkit layer.

queue

Queue step: validate replies, safety-check, then route to approval queue or execute.

thread_plan

Thread plan step: generate and analyze a multi-tweet thread via LLM.

Structs

QueueItem

Input item for the queue step.

ScoreBreakdown

Per-signal score breakdown.

ScoredCandidate

A tweet candidate scored for reply-worthiness.

Enums

DraftResult

Result of drafting a reply for a single candidate.

ProposeResult

Result of proposing/queueing a single reply.

WorkflowError

Errors from workflow operations.

Functions

parse_archetype

Parse an archetype string into a ReplyArchetype.