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Ami StudioOleksii Zahlukha

Automation & AI agentsJob radar — a pipeline from a listing to a reply

Job radar — a pipeline from a listing to a reply

Collects listings from freelance boards, scores each one with a model, throws out the noise, shows the survivors on its own page and drafts a reply at the press of a button. It clears out the old ones itself.

How it's wired

Every 20 minTest hookFL listings 1FL listings 2RemoteOKReddit forhireWWR codeWWR designRemotiveArbeitnowJobicyCodeurFL listings 3GatherRead memoryDrop the known onesAny new ones?Store the listingsSave memoryn8n forum
Collecting listings from job boards20 · 19
Every 5 min (off the hour)Test hookTake the unscoredEarlier scoresBuild the requestAnything to score?Scorer (Groq)Parse the scoresStore the scoreScorer (Gemini)Did Gemini stay silent?
Scoring the listings11 · 12
Page openedTake the listingsBuild the pageServe the pageTake the best ones
The listings page5 · 4
Message to the botParse the inputIs it the owner?Clear the buttonWhich button?Take the listingBuild the replyWrite the replyFormat the replyReturn the replyListing to reviewBuild the reviewStore the reviewConfirm the reviewLatest listingsConversation contextAdviserBrain (Gemini)MemorySplit the answerReplyAnswer to a commandReturn the commandVoice?Download the voiceTranscribeVoice to textWas the voice understood?Voice not understoodIs it a command?Button or text?Draft (Gemini)Draft: did Gemini stay silent?Allowed to write?Media?Download the mediaTag the mediaUnderstand the mediaMedia inRequest text
Buttons and draft replies40 · 44

Drawn from the live workflow — every node and every arrow is really there. The labels are translated from the originals.

What it is

Collects listings from freelance boards, scores each one with a model, throws out the noise, shows the survivors on its own page and drafts a reply at the press of a button. It clears out the old ones itself.

Nearby work

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