Workflow modules
Module-level execution with structured outputs
Research, shopping, and product-video modules combine low-level browser actions into repeatable pipelines with policy-aware session controls.
Workflow modules
Research, shopping, and product-video modules combine low-level browser actions into repeatable pipelines with policy-aware session controls.
Each module exposes a deterministic contract with explicit pipeline stages.
research and ops monitoring lanes
shopping and deal hunt lanes
UGC and presentation lane
Inputs, execution stages, and outputs are explicit for each module.
Inputs: topic, timebox, source selection
Stages: timebox -> source fanout -> enrichment -> render
Outputs: ranked findings + artifact bundle
Inputs: query, providers, budget, region
Stages: offer fanout -> normalization -> ranking
Outputs: deal matrix + confidence diagnostics
Inputs: product url/name, provider hint
Stages: product fetch -> asset capture -> bundle emit
Outputs: presentation-ready media pack
Provider workflows expose deterministic cookie policy modes for unauthenticated and authenticated runs.
Skips cookie injection for open browsing lanes like deal hunting where auth is unnecessary.
Attempts cookies when available and continues when they are missing, ideal for mixed public/private targets.
Fails fast with `auth_required` when cookie injection/verification cannot establish the required session state.
Workflow outputs include report artifacts, visual captures, and normalized execution records.

Screenshots and annotation payloads for QA and design review loops.

Snapshot-driven references and deterministic action records across workflow stages.

Operational metadata links module outputs back to command-level runtime evidence.
Use quickstart docs to launch, configure, and execute workflow modules with confidence.