ENGINEERING

Daily risk-graded digest of open dependency-bump PRs

On a daily schedule, scans all open dependency-bump PRs, grades each one by its changelog.

CategoryEngineering
Enginesim
Difficultyintermediate
Triggerschedule
Steps6
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerDaily schedule
  • ActionList all open dependency-bump PRsGitHubGitHub
  • ActionFetch changelog per PR version rangeGitHubGitHub
  • ActionLLM grades each bump + rationaleOpenAI
  • LogicSort high→low and tally counts
  • OutputPublish sorted risk digest to NotionNotionNotion

What it does

Instead of reacting per-PR, this workflow gives the team one daily snapshot. It lists every open dependency-bump PR, fetches each package's changelog for its version range, grades the breaking-change risk, then writes a single Notion page ordered high-to-low so reviewers know exactly where to spend their morning.

When to use it

Use it when bumps pile up faster than they get reviewed and you want a recurring, batched triage view rather than a noisy per-PR alert. Ideal for a weekly dependency-cleanup ritual or a daily standup reference.

How it works

  1. 1A daily schedule trigger starts the run.
  2. 2The flow queries GitHub for all open PRs labeled as dependency bumps.
  3. 3For each PR it fetches the changelog across the old→new version range.
  4. 4An LLM grades each bump and writes a one-line justification.
  5. 5A logic step sorts the results high → medium → low and tallies counts.
  6. 6The digest is published to a Notion page with PR links, grades, and rationale.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect GitHubRepos, issues, pull requests, actions.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect NotionPages, databases, comments.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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