Automation & AI agentsSocial scanner
Social scanner
A personal analyst of your own saves and likes: it sorts them by topic, shows a web dashboard, and once a week runs the analysis through the Council of Models.
How it's wired
Drawn from the live workflow — every node and every arrow is really there. The labels are translated from the originals.
What it is
Saved posts and likes are the most honest imprint of a person’s interests: there is no posturing there, because nobody else reads them. But they sit in a heap, with no structure and no search, and a year later a person cannot even answer what they were interested in last spring.
The tool sorts that heap by topic and shows it as a dashboard: what has been accumulating, what there is more of, what has been dropped. Once a week the analysis goes to the Council of Models — for an outside view rather than a verdict: several different models notice different things in the same set of topics.
Specifications: four n8n workflows and a web dashboard on the server; it is waiting on a real data export from the social network. What the showcase describes is the machinery, not the feed: what it sorts is one person’s private reading, and that is not portfolio material.
Nearby work
Zero — an offline voice assistantA voice assistant that wakes on its name and thinks on the laptop’s graphics card: no internet, no login, an answer in 0.3–0.6 seconds.My own automation serverMy own server carrying over a hundred automations around the clock: bots, digests, finance, reminders, nightly backups, app synchronisation.Quality Watchdog — a guard that reads the automations themselvesA watchdog that reads how the automations are built rather than the run log, and catches what breaks silently.