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 tabs

Each module exposes a deterministic contract with explicit pipeline stages.

Research

research and ops monitoring lanes

research

Shopping

shopping and deal hunt lanes

shopping

Product Video

UGC and presentation lane

product-video

Pipeline view

Inputs, execution stages, and outputs are explicit for each module.

Research

Inputs: topic, timebox, source selection

Stages: timebox -> source fanout -> enrichment -> render

Outputs: ranked findings + artifact bundle

linked lane: research and ops monitoring lanes

Shopping

Inputs: query, providers, budget, region

Stages: offer fanout -> normalization -> ranking

Outputs: deal matrix + confidence diagnostics

linked lane: shopping and deal hunt lanes

Product Video

Inputs: product url/name, provider hint

Stages: product fetch -> asset capture -> bundle emit

Outputs: presentation-ready media pack

linked lane: UGC and presentation lane

Session and auth behavior

Provider workflows expose deterministic cookie policy modes for unauthenticated and authenticated runs.

`off`

Skips cookie injection for open browsing lanes like deal hunting where auth is unnecessary.

`auto`

Attempts cookies when available and continues when they are missing, ideal for mixed public/private targets.

`required`

Fails fast with `auth_required` when cookie injection/verification cannot establish the required session state.

Output preview wall

Workflow outputs include report artifacts, visual captures, and normalized execution records.

Annotation automation scene

Visual artifacts

Screenshots and annotation payloads for QA and design review loops.

Snapshot refs actions abstract

Structured extraction

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

Relay architecture isometric

Runtime traceability

Operational metadata links module outputs back to command-level runtime evidence.

Run your first module now

Use quickstart docs to launch, configure, and execute workflow modules with confidence.