Explicit Git-like workflow
List current status, pull the workflow you want, edit locally, then push a specific filename back to n8n. Clear operations beat hidden background behavior.
Give your agent the full n8n ontology — nodes, schemas, docs, templates, validation, and the real shape of what can connect to what. Then keep the workflow itself in clean local code, so pull requests stay readable and GitOps stays real.
Two things at once: a real n8n ontology instead of loose prompts and guesswork, and clean Git-friendly workflow files your team can actually review.
Every screen below is the real artifact — the terminal output, the file, the diff.
List current status, pull the workflow you want, edit locally, then push a specific filename back to n8n. Clear operations beat hidden background behavior.
Schema-accurate node data, documentation, validation, and thousands of workflow examples, packaged for fast local search instead of model guesswork.
Readable decorators and stable diffs, so humans and coding agents reason about automation as code instead of opaque JSON blobs.
Edit in code while keeping the n8n canvas close. The IDE becomes the place where review, validation, preview, and sync decisions happen together.
Three-way comparison detects real conflicts, avoids false positives, and keeps resolution visible through diffs and explicit keep-local or keep-remote actions.
Instances and projects stay separated on disk, so teams version the right workflows without cross-environment confusion.
Node schemas, option values, docs, templates, and validation instead of guessing how n8n works.
See the agent workflow →Workflows become readable local files you can diff, review, and merge cleanly in pull requests.
Read the GitOps flow →Inspect status, preview the canvas, validate structure, and push only when you decide to.
Explore the extension →The goal is not to hand-author every workflow like application code. It is to let agents build and update workflows from a trustworthy n8n ontology, while your team reviews clean local artifacts instead of opaque UI diffs.
Your agent searches nodes, docs, examples, and schemas before it writes anything.
Bring the workflow into a local Git-tracked file so the change is reviewable and reproducible.
Work in JSON or TypeScript with a structure humans read and agents manipulate reliably.
Check against the real schema so bad parameters and fake options get caught early.
Ship the exact local file back to n8n with an explicit action, not magical sync.
Wire an installable n8n ontology into your preferred agent, and keep every workflow change readable, validated, and reviewable from the first pull request.