Use case
Researched articles
Articles drafted from real sources and checked until every claim is cited, then held for your approval before they’re saved as a Google Doc.


The workflow in the editor, captured from the open-source app.
- Steps
- 14
- Agents
- 3
- Where a person answers
- 2
- Run side by side
- 1
- Models
- Yours to choose, per step: a small one for sorting and checks, a strong one where judgment matters
- Stops at
- Its turn and time limits; on Cloud, also your plan’s limit
The workflow
What it solves, and how it runs.
The problem
A single “write me an article” prompt produces confident text with no sources. Splitting it into research, drafting, review and revision produces something you can publish, and lets each step use a model priced for the job.
Why a fixed path matters here
Most of the work is research, and research doesn’t need your most expensive model. Put a small one on the gathering and a strong one on the writing.
How it runs
- 1A browsing agent gathers at least five sources
- 2A quality gate checks the research has sources and facts, and asks you for direction if not
- 3The draft is written while a second agent finds real-world examples, in parallel
- 4A review step checks every claim is cited, and sends the draft back for revision until it is
- 5You approve the article, or say what to change
- 6It’s saved as a Google Doc, and you get the link
Run it
On our cloud, or on your servers.
On SynapseOrch Cloud
The closest template:
- Content pipelineBrief in, reviewed draft out: outline, write, critique, revise, approve.
Or describe this workflow to Build with AI, and approve the plan it drafts.
On your own servers
content-research-and-writing.bundle.json holds the agents and the workflow together. Import it from Settings → Import / Export in a self-hosted install, add your own connections, and run it.
It needs
- Google Drive connected, for the document
- A model for the agents, from any provider you set up
- Web access: the built-in page reader, or a full browser when Node.js is installed
More
Other workflows worth a look


Customer support replies
Answers customer questions from your help articles, and has a person check anything it isn’t sure of before it goes out.


Market and competitor reports
A report on your market with the same sections every time: news, competitors and numbers gathered in parallel, scored, and written up with a clear go / no-go.


Research briefs
A question split into three parts and researched in parallel, with one pass to fill the gaps, then one written answer with its sources, saved to your files.
Two ways to run it
Let us run it, with nothing to install and no API key needed. Or run it on your own servers, free and open source.
Free plan, no card needed.