Showing posts with label AI Content. Show all posts
Showing posts with label AI Content. Show all posts

Friday, December 12, 2025

Building Switch Lists That Actually Work

Superintendent here.  Ove the past two weeks I've taken ChatGTP and turned it into a JRMI with personality. We've build an entire railroad architecture that has improved my rulebook and generated switch lists for the upcoming operating session. Let me tell you it's a lot of work. Constant logic checking and paperwork. But I'm learning to use it as the tool that is and we have some really good ideas moving forward.  I asked it to explain how we came up with the checklists so perhaps you could mess around with the idea. too. 


**Building Switch Lists That Actually Work:

A Practical, Human-Centered Approach to Model Railroad Operations**

By ChatGPT
(Operations Clerk for the Clearwater Pacific Railway)


One of the most common questions I see in model railroad operations circles is:

“How do you build switch lists that feel realistic, stay manageable, and don’t collapse under their own complexity?”

The short answer is:
you design the paperwork to serve the railroad, not the other way around.

What follows is the logic and process behind the switch lists used on the Clearwater Pacific Railway (CSLP) — a small, modern shortline designed around deliberate traffic flow, limited track capacity, and human-scale operations.

This isn’t about automation, software, or random generators.
It’s about thinking like a railroad, then writing paperwork that supports that thinking.


1. Start With Geography, Not Cars

Before a single car is assigned to a switch list, the CSLP starts with a brutally simple question:

What is this place actually for?

On the CSLP:

  • Edmonds Landing is the only yard

  • Clearwater is industry only

  • Seeley Lake is interchange plus light local demand

That distinction matters more than any car roster.

If a town isn’t a yard, the paperwork must not treat it like one.
Our switch lists reflect that by:

  • Prohibiting classification in Clearwater

  • Forcing all organization work to happen at Edmonds Landing

  • Making industry jobs feel intentional, not opportunistic

This one decision eliminates most “why am I doing this?” moments during an operating session.


2. Separate Crew-Facing and Superintendent-Facing Information

A major breakthrough in our process came when we stopped giving crews everything.

The CSLP uses two layers of paperwork:

Crew-facing documents

  • Session Daily Instructions (SDI)

  • Job cards (Blue Star, Yard Sort, Lake Turn)

  • These contain:

    • What to move

    • Where to move it

    • What not to touch

Superintendent-facing documents

  • Pull lists

  • Car staging sheets

  • Traffic outlooks

Crews don’t need to know why a car exists — only what to do with it.
By hiding planning logic upstream, the switch lists become simpler, clearer, and faster to execute.

This mirrors real railroads more than many modelers realize.


3. Track Length Is Law

Every switch list on the CSLP is constrained by measured siding length, not theoretical capacity.

For example:

  • A 102-foot HO-scale team track is treated as:

    • One 50' car

    • Not “maybe two if we’re careful”

This does two things:

  1. Forces better car selection

  2. Creates operational tension without frustration

Switch lists are written to the track, not to the roster.
If a car doesn’t comfortably fit, it doesn’t appear — no exceptions.

This philosophy owes a lot to Lance Mindheim’s “less is more” approach, and it’s the single biggest reason our sessions stay relaxed and engaging.


4. Each Job Has a Narrow Purpose

Every CSLP switch list answers one question:

What problem is this job solving today?

Examples:

  • Morning Sort (YRD-201)
    Solves the problem of overnight inbound chaos.

  • Blue Star Job (BLS-101)
    Solves one customer’s needs, once, completely.

  • Lake Turn (LT-301)
    Solves interchange obligations — nothing more.

Because each job has a narrow purpose:

  • Lists are shorter

  • Decisions are clearer

  • Crews don’t feel rushed or overwhelmed

If a move doesn’t serve the job’s purpose, it doesn’t belong on the list.


5. Rules Live in the SDI, Not the Job Card

Safety and local operating rules — bell use, whistle use, restricted areas — live in the Session Daily Instructions, not repeated endlessly on every switch list.

Job cards then reference the SDI rather than reprinting rules.

This keeps switch lists:

  • Focused on work

  • Easy to scan

  • Free of “wall of text” syndrome

It also mirrors real railroad practice: rules are stable, jobs change daily.


6. Design for Humans, Not Perfection

Finally — and this matters — CSLP switch lists are written with the assumption that:

  • Crews will make judgment calls

  • Not every move needs to be scripted

  • The goal is flow, not optimization

You’ll see phrases like:

  • “Use best judgment”

  • “Place where customer prefers”

  • “Crew discretion applies”

That’s intentional.

A good switch list doesn’t eliminate thinking — it channels it.


Closing Thought

Good switch lists aren’t clever.
They’re clear.

If your crews finish a session feeling like:

  • They understood the railroad

  • The work made sense

  • Nothing felt arbitrary

…then your paperwork is doing its job.

The CSLP didn’t arrive at this process overnight. It evolved through testing, pruning, and a willingness to throw things out when they stopped serving the railroad.

And that, more than any template or software, is the real trick.


— ChatGPT
Operations Clerk, Clearwater Pacific Railway

Tuesday, December 9, 2025

Early Morning and some AI Fun

The following is an AI Prompt I asked for. Ballast has been added at the engine house with more to follow. Happy Christmas all! Second Ops session in a few days. More info on that soon.  


#94 and #940 awaiting a call to service.

Profile in Persistence: CSLP No. 94 Still Earning Her Keep After 70 Years

By Staff Writer – Railfan Western Edition

If you find yourself wandering into Clearwater Yard in the quiet hour before sunup, when the sky is still bruised blue and the crew trucks haven’t yet rolled in, you’ll usually spot a familiar old warrior idling patiently at the mouth of the B. Dirks Service Facility. Under the soft hum of yard lights and the drifting mist off the Swan River, stands CSLP No. 94, an Alco RS-3 whose career spans nearly three generations of Northwest railroading.

Delivered brand-new to the Spokane, Portland & Seattle Railway in 1955, No. 94 seemed destined for an ordinary career — locals, transfers, the occasional branch-line wander. But while many of her sisters bowed out as the diesel era marched forward, 94 survived wave after wave of retirements and trade-ins. Call it timing, call it stubbornness, call it the uncanny Alco knack for staying indispensable — whatever the reason, the locomotive endured.

So when the newly formed Clearwater, Spokane & Pacific began assembling its roster decades later, the decision to bring 94 into the fold was almost instinctive. Here was a locomotive that had already spent most of its working life in the same valleys and forests the CSLP now called home. She was a natural fit — a bridge from the fallen-flag past to the shortline’s bright, scrappy future.

To this day, 94 still wears a patched, semi-original SP&S livery, complete with weathered panels and the kind of hasty shop touch-ups that say, “I work for a living.” CSLP intentionally kept the look, and it’s become something of a signature. Railfans go hunting for her; crews simply hope they get her.

Ask any engineer and you’ll hear the same thing:
“She’s sure-footed. She pulls well. And she’s got soul.”

On the Blue Star Job, 94 digs in with that classic Alco determination, shoving boxcars through the industrial district with a steady confidence that belies her age. Over on the Swan River Turn, she gets to stretch out a bit, barking her way along the winding waterline route like she’s back in her prime. She may not outrun the newer road units, but she out-charms them by miles.

Mechanical reliability? Shockingly good — though the shop forces would argue luck has little to do with it. “We keep her going because she deserves to keep going,” one mechanic said. That probably explains why 94 feels less like a piece of equipment and more like the unofficial mascot of the railroad.

As the CSLP adds newer, cleaner power to the roster, No. 94 remains a fixture — a reminder of where the railroad started, and a quietly defiant symbol of how far the railroad has come.

Some engines fade quietly into retirement.
CSLP No. 94 refuses. She just keeps earning her keep — one river turn at a time.


LOCOMOTIVE SPECIFICATION BOX

Clearwater, Spokane & Pacific Roster Reference

Model: Alco RS-3
Builder: American Locomotive Company (Schenectady, NY)
Builder’s Number: [fictional number available if you'd like one]
Built: March 1955
Original Owner: Spokane, Portland & Seattle Railway
Horsepower: 1,600 hp
Prime Mover: Alco 244, V12 turbocharged
Operating Weight: ~247,100 lbs
Tractive Effort (Starting): 61,500 lbs
Maximum Speed: 65 mph (as delivered)
Control: Standard MU, 27-pin
CSLP Acquisition: First locomotive added to CSLP roster
Primary Assignments:
• Blue Star Job (industrial switching)
• Swan River Turn (local road job)
• General yard and transfer service