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Sources

Sources are where the AI draws ideas: websites, RSS, Telegram, Reddit, forums.

1What it is and how often

Monitoring is a periodic sweep of your active sources. On a schedule (about every 15 minutes by default) and via the “Generate drafts” button, the service checks whether new material has appeared. It polls the sources rather than receiving instant push notifications: an item is “new” if the service hasn’t processed that link before.

2Source types and what is collected

Supported: RSS/Atom feeds (title, link, description), websites and forums (title and a short description or the first paragraphs), public Telegram channels (latest posts via web preview), Reddit (hot posts), LinkedIn (a public page/post — best-effort; such pages often require sign-in and may not parse), and private Telegram channels if a separate reader is connected. Only the title and a short summary are taken, not the full article. Sources can be toggled on and off.

3Duplicate protection (deduplication)

The same material won’t become a draft twice. First, already-seen links are filtered out. If model keys with embedding support are set, items that are semantically similar to previously created posts are also filtered out — even if their link differs. The memory of processed items persists across runs.

4Relevance scoring and selection

Each item is scored against the project’s “Marketing context” and the day’s topic. With keys, scoring is by meaning (semantic similarity); without keys, by keyword overlap. The few most relevant items move on. The more precise your marketing context, the better the selection.

5Turning into a draft

A selected item is rewritten by the chosen model in your tone of voice, language and audience region; an image is generated in your social network’s format. The draft lands in the queue with the status “Draft” and waits for your approval — nothing is published without confirmation.

6Schedule and manual run

In “Plan”, each weekday gets a topic and a mode: “from sources” or “from the model’s knowledge”. On schedule the service sweeps in the background; the “Generate drafts” button runs the same thing right now. Each run’s outcome (how much was scanned and created) is visible in the logs.

7If a source is unavailable

If a site won’t load, a feed is empty, or a platform blocks server access (this can happen with Reddit), the service doesn’t fail: the problematic source is skipped, and if there is no new material at all, it prepares an “idea” around the project topic so you have something to work with.

8Good to know (limitations)

It’s a lightweight parser: it takes the title and a short description, not the full text; pages rendered entirely by scripts may not be read. Reddit works more reliably with access keys; private Telegram channels need a connected reader; semantic relevance and smart deduplication work only when model keys are set.

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