ENGINEERING
Weekly Stale-Flag Digest to Slack
Compiles all feature flags that are fully rolled out and overdue for removal into a single ranked Slack digest.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule triggers digest
- ActionQuery Postgres for stale 100% flagsPostgres
- ActionCount refs and resolve owning teamGitHub
- LogicRank flags by staleness and blast radius
- OutputPost ranked digest to Slack with team mentionsSlack
What it does
Gives the team a low-friction weekly view of which flags should be removed, ranked by how long they've been stale and how many call sites they touch. Nothing is changed in the repo; it's a visibility report that prompts owners to act.
When to use it
Use it when you want awareness before automation, or when your codebase's flag patterns are too varied for safe auto-rewrites. A good first step toward a cleanup culture.
How it works
- 1A weekly schedule triggers the digest.
- 2Query Postgres for every flag at 100% rollout past the staleness threshold.
- 3For each, count references and find the owning team via GitHub blame and CODEOWNERS.
- 4A logic step ranks flags by staleness age times call-site count.
- 5Format a digest grouping flags by owning team with age and reference counts.
- 6Post the ranked digest to the engineering Slack channel with @-mentions per team.
Set it up
What you configure once, before turning it on.
- 1Connect PostgresAny Postgres URL — query, write, migrate.
- 2Connect GitHubRepos, issues, pull requests, actions.
- 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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This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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