PROJECT MANAGEMENT

Flag Linear issues a teammate keeps mentioning on Loom but never moves

Tracks issues referenced across consecutive Loom standups and flags any that have been talked about repeatedly while showing zero Linear movement.

CategoryProject Management
EngineSim + Paperclip
Difficultyadvanced
Triggerschedule
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWeekly schedule triggers analysis
  • ActionFetch past week's Loom standup transcriptsLoomLoom
  • ActionMap issues referenced per person and frequencyOpenAI
  • ActionPull weekly Linear activity for those issuesLinearLinear
  • LogicFlag repeatedly-mentioned, never-moved issues
  • OutputPost weekly stuck-work callout to SlackSlack

What it does

Over a rolling week it links the issues people mention in their Loom standups to actual Linear activity. When the same issue is referenced in multiple standups but its Linear status, comments, and commits stay flat, it gets flagged as stuck. A weekly callout names the chronically-stalled work so it can be unblocked or dropped.

When to use it

When work keeps getting mentioned ('still on the auth migration') but never visibly progresses, and you want data instead of a hunch about what's truly stuck.

How it works

  1. 1A weekly schedule triggers the analysis.
  2. 2Loom returns the past week's standup transcripts.
  3. 3An agent maps which issues each person referenced and how often.
  4. 4Linear activity for those issues over the same week is pulled.
  5. 5Logic flags issues mentioned repeatedly with no state, comment, or commit movement.
  6. 6A weekly stuck-work callout is posted to the team Slack channel.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect LoomVideo transcripts, libraries.
  2. 2
    Connect LinearIssues, projects, cycles, triage.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Connect OpenAIModels, embeddings, files.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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