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AI agent for judges

Pending Ruling Aging Watch Agent

Keep every submitted matter inside the court's reporting deadline with a realistic drafting plan.

Pending Ruling Aging Watch Agent: what goes in, what the agent does and what you get

What it does

Fully briefed motions can sit under advisement for months, and many courts report any matter pending longer than a set number of days. The risk is that a matter crosses the line without anyone noticing. Each week the agent scans the docket for matters submitted for decision, calculates days pending against the court standard, and ranks them. For each at-risk matter it checks whether the record is complete and whether a bench memo exists, then proposes a drafting slot on the judge's calendar. New filings reset the clock, so it re-reads the docket and re-plans. The judge approves the schedule and any status report sent to the chief judge. Edge case: a supplemental brief filed on day 70 restarts the count, and the agent shows both dates.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedYes, continueNoNo 1 STARTS WHEN Weekly docket scan 2 USES A TOOL List matters submitted for decision with submissiondates 3 DOES Calculate days pending against the court standard 4 DOES Rank matters by days left 5 USES A TOOL Check record completeness and bench memo status foreach at-risk matter 6 CHECKS THE RESULT Is the matter ready for decision? If not: Request the missing brief or memo from chambersstaff and re-check next scan. Back to step 5. 7 USES A TOOL Find open slots on the judge's calendar 8 DOES Propose a drafting slot for each ready matter 9 YOU APPROVE Judge approves the schedule and any status report 10 CHECKS THE RESULT Did a new filing reset a matter's clock? If not: Recalculate days pending and re-plan theschedule. Back to step 2. 11 RESULT Updated advisement list and schedule
Read the steps as a list
  1. Weekly docket scan
  2. List matters submitted for decision with submission dates
  3. Calculate days pending against the court standard
  4. Rank matters by days left
  5. Check record completeness and bench memo status for each at-risk matter
  6. Is the matter ready for decision?If not: Request the missing brief or memo from chambers staff and re-check next scan. Back to step 5.
  7. Find open slots on the judge's calendar
  8. Propose a drafting slot for each ready matter
  9. Judge approves the schedule and any status reportThe agent waits here for your OK.
  10. Did a new filing reset a matter's clock?If not: Recalculate days pending and re-plan the schedule. Back to step 2.
  11. Updated advisement list and schedule

How it decides

It ranks matters by days left before the reporting deadline. It schedules drafting time only for matters that are ready, and asks for missing items on the others first.

  • Matters within 14 days of the reporting deadline go to the top
  • A new supplemental filing restarts the count from its date
  • A matter without a bench memo needs memo time added to its slot
  • Matters over the deadline are flagged for a status report

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Court standard in days (default 90)
  • Warning window before the deadline (default 14 days)
  • Scan day and time
  • Drafting time per matter type

What keeps you in control

It always asks you first

  • Judge approves the drafting schedule
  • Judge approves any status report to the chief judge

Hard limits

  • Never decides or drafts the substance of a ruling
  • Never sends a report without the judge's approval

It stops when

  • Done: all matters scheduled or decided
  • Stop: docket data unavailable, so the judge is told

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensThe Monday scan found 9 matters under advisement. A summary judgment motion was at day 78 of 90, but the check showed a missing reply brief, so it was not ready. The agent asked staff to confirm, learned the reply was never due, and marked it ready. It proposed a Thursday morning slot. The judge approved the schedule and a short status note for the chief judge.

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