Content production pipeline
Three specialists in series — draft, review, and title — each one seeing the previous one's work. One card only, three roles.
Updated on Sep 02, 2026
Good text rarely comes out in one shot. What works in human writing works here: the writer is not the reviewer, and the reviewer is not the title writer.
The Sequential card does exactly that without cluttering the canvas: all three roles live inside it, in order, and each one receives the output from the previous one (pass_context: true).
How to import
On the platform: Agents → Import, choose the downloaded file. It enters as a new draft (nothing existing is changed), with refreshed observability IDs. Then fill in what belongs to your environment — credentials, URLs, and knowledge bases — and publish.
{
"format": "hinow.agent",
"version": 1,
"exported_at": "2026-09-01T00:00:00Z",
"credentials_included": false,
"agent": {
"name": "Linha de produção de conteúdo",
"description": "Três especialistas em série — rascunho, revisão e título —, cada um vendo o trabalho do anterior.",
"avatar": null,
"model": "hinow/hicode",
"system_prompt": null,
"config": {},
"tools": null,
"workflow": {
"nodes": [
{
"id": "start",
"type": "start",
"position": {
"x": 300,
"y": 0
},
"data": {
"label": "Início",
"variables": []
}
},
{
"id": "seq-1",
"type": "sequential",
"position": {
"x": 285,
"y": 160
},
"data": {
"name": "Pipeline",
"pass_context": true,
"static_participants": [
{
"id": "a",
"name": "Rascunhista",
"instructions": "Escreva um parágrafo de rascunho sobre o pedido do usuário."
},
{
"id": "b",
"name": "Revisor",
"instructions": "Revise o rascunho anterior: corte redundância, melhore ritmo."
},
{
"id": "c",
"name": "Titulista",
"instructions": "Crie 3 títulos para o texto revisado e apresente o texto final com o melhor título."
}
]
}
},
{
"id": "end-1",
"type": "end",
"position": {
"x": 305,
"y": 330
},
"data": {
"label": "Fim"
}
}
],
"edges": [
{
"id": "e-start-seq-1-d",
"source": "start",
"target": "seq-1"
},
{
"id": "e-seq-1-end-1-d",
"source": "seq-1",
"target": "end-1"
}
]
}
}
}| Card | Why it's here | What it does |
|---|---|---|
| **Sequential** | Fixed order, different roles. | Executes the static_participants in declared order. With pass_context: true, each one sees what the previous one produced. |
↳ Drafter | Volume first. | Writes without worrying about perfection — it's the raw material. |
↳ Reviewer | Quality next. | Cuts redundancy and improves rhythm. Short instruction, single focus. |
↳ Title Writer | Packaging last. | Creates title options and presents the final text. |
Sequential or three Agents in a row?
Three Agents in a pipeline give the same result — and more control: each one can have its own model, temperature, and tools. The Sequential is worth it when the roles are just different instructions on the same material: one card, one read, zero wiring.
- Another production line: commercial proposal (gather → write → price), report (collect → analyze → summarize), ticket response (understand → draft → review tone).
- With a source of truth: swap the card for three Agents and connect a Knowledge (RAG) to the first one — the draft now comes from your company's material.
- With approval at the end: fit the human approval flow before publishing the output.