MARKET RESEARCH
Breakout repo velocity alert to Slack
Checks trending-repo snapshots a few times a day and posts a Slack alert the moment any repository's star velocity crosses a breakout threshold, with a link and one-line summary.
How it runs
The automated pipeline, trigger to output.
- TriggerIntraday schedule
- ActionRead latest snapshots from BigQueryBigQuery
- LogicFilter repos crossing breakout threshold
- ActionFetch one-line description via Brave SearchBrave Search
- OutputPost breakout alert to SlackSlack
What it does
Watches the velocity data already landing in BigQuery and fires a real-time Slack alert when a repository accelerates past a configurable star-per-hour threshold. It catches breakout projects while they are still climbing instead of in next week's report.
When to use it
Use it when your team wants to be first to notice a project going viral — for partnerships, investment scouting, or competitive watch — and a daily or weekly digest is too slow.
How it works
- 1A scheduled trigger fires several times per day.
- 2A BigQuery action reads the latest two snapshots and computes per-repo star velocity.
- 3A logic branch keeps only repos whose velocity exceeds the breakout threshold and that have not already been alerted in this run window.
- 4A Brave Search action grabs a one-line description for each breakout repo.
- 5A Slack output step posts a formatted alert with repo, velocity, language, and link.
Set it up
What you configure once, before turning it on.
- 1Connect BigQueryDatasets, queries, schemas.
- 2Connect Brave SearchWeb, news, image, video search.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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