AI Detective Game Playthrough: A Reporter in Ashgate Confidential

I played an AI detective game the way a reporter would: no fistfights, no chases, just a phone, an archive and a stubborn refusal to write the story before I could prove it. The game was LLM RPG’s no-account trial on a ready-made noir world, Ashgate Confidential. I played the client instead of the detective, which turned out to be the most interesting choice available, and the narrator answered a researcher’s instincts better than I expected and a researcher’s impatience worse.

This is a playthrough of one ready-made world, not of a novel you upload, so nothing here says how the game treats a book of your own. I played the live site in October 2026, with no account, for exactly five turns, and I quote the narrator’s replies as they came, trimmed with ellipses.

Who I played, and what they decide

Vivian Cole, a grieving client. The world describes her as “Nadia’s younger sister, a sharp journalist for the city paper,” and gives her two skills with limits written next to them: research (“paper trails only; she can’t fight or shadow a suspect”) and newsroom connections. Most players pick the private investigator who comes first in the list. I wanted to know what the game does with the character who has less to work with.

The player, in my head, was an editor-type: methodical, allergic to guessing, and willing to be wrong in a controlled way. Before the first move I decided on five decisions:

  1. Start from the document in front of me and ask for a paper trail before touching anything.
  2. Use a newsroom contact without giving away who I am to her.
  3. Break my own character sheet on purpose and try to tail a suspect on foot.
  4. Accept the failure and go back to what my character is good at.
  5. Stop researching and ask what I owe my sister before I publish a word.
TurnWhat I decidedWhat the game did
1Read the margin note, check the archive ledgerA badge number in the sign-out book
2Call a records contact about that badgeShe panicked and hung up on me
3Tail a suspect through the rainI failed, and the narrator said why
4Return to the archive and searchA month of access logs from other departments
5Print the list, connect it to my sisterA good scene with one wrong word in it

Turn by turn

Turn 1: the folder, and a free opening

The opening scene is free, and it put me at a desk in a dead newsroom:

It is well past ten, and the Ashgate Chronicle newsroom is a graveyard of abandoned coffee cups and crumpled drafts. … a manila folder you do not remember pulling from the archives … a faint, handwritten note in the margin bears the name of the man who died three weeks ago, circled in red ink.

My first command was to lift the folder by its edges, read the note and check who signed it out. The narrator gave me exactly what a paper-trail player asks for:

The handwritten note in the margin is hurried … ‘Subject 402 - Do not file.’ … It was signed out four days ago. … there is only a badge number … 774 … scribbled in the ‘Staff/Department’ column.

That is the first thing I liked. I asked for evidence and I received a clue shaped like a record, with a number I could chase. The game did not hand me the answer. It handed me a lead.

Turn 2: the phone call

I photographed the ledger and called Dolores, a contact on the City Hall records desk. I told the game I would not give her my sister’s name. The narrator obeyed that restriction to the letter, and then gave Dolores a personality:

“Vivian, listen to me … don’t look into this. I can’t give you a name. That number isn’t just unlisted; it’s flagged. When I pulled it up, my screen turned red, and the system locked me out of the local registry.”

Then the line went dead. This was the best exchange of the five. A contact I invented on the spot answered like a frightened person, and she did something I had not asked for: she raised the stakes. A flagged badge is a better mystery than a stranger’s name.

Turn 3: the tail that failed

Here I tested the limit the sheet gave my character. I told the game to follow whoever stepped out of a black sedan on foot, through the rain, all the way to wherever they went. The sheet says Vivian cannot shadow a suspect. The narrator held to it:

You are just a woman in a soaked coat, stumbling toward a phantom lead. … It isn’t a sedan, and it isn’t waiting for you … it’s just a delivery van … the reality of your amateurism settles in.

I wanted that. The limits printed on the sheet were not decoration: my character was bad at the thing the sheet said she was bad at, and I could not talk my way past it. It was also a slightly cruel scene, because the dark shape I chased turned out to be a delivery van, so I failed against nothing at all. Still, a refusal that stays in character is more useful than a game that lets any command succeed.

The game also kept score of my body. The weather mattered in later turns: my character was damp and cold, and in turn 5 the narrator remembered that my hands were numb and made the printer a small ordeal. That is the sort of continuity that does not appear in a feature list but makes a scene feel inhabited.

Turn 4: back to what she is good at

I told the game I was a researcher and not a spy, went back inside and searched the newsroom archive for anything filed under Subject 402 and the dead man’s name, plus who else had pulled those files. The reply opened with towelling off in the cold and then gave me the content I wanted:

Over the last month, files linked to that name have been requested a dozen times, each instance marked with a different staff ID. … some of the queries originating from terminals in departments you rarely interact with: Circulation, Legal, even the maintenance office.

This is where a research character earns her keep. I got a pattern, not a name, and a pattern is what a records search produces. The only part I would complain about is the pace: one command skipped an hour of game time in a single paragraph of fiction. That is probably right for a records search and slightly breathless for a mystery.

Turn 5: the question about my sister

I printed the access list, locked one copy in my desk and carried the other, and then I asked how this file connects to my sister Nadia and what I owe her before I write anything. The scene was good: numb fingers, the print queue, two documents side by side under a flickering light, and the narrator wondering aloud whether Nadia was “the one who first circled that name in red.”

It also contained the one wrong note of the session. The world’s own synopsis says Nadia was found dead in a locked dressing room. The narrator wrote that I wondered what she knew “before she disappeared.” The opening had said the circled name belonged to “the man who died three weeks ago,” which also does not match the world as described. The scene was not broken, but two details drifted from the premise, and a player who came for the locked room would notice.

My sixth command was refused at the door: the trial’s credits were spent, and the game said so plainly rather than stalling. Five turns is a real limit, and a good plan for the session includes knowing that.

What worked, and what dragged

Worked: requesting evidence. Every time I asked for a record, I received one with a detail I could act on: a badge number, a flagged registry, a month of access logs.

Worked: limits that bite. The tail failed because my character cannot tail, and the game told me why instead of letting the command through.

Worked: invented contacts with fear in their voices. Dolores existed for ninety seconds and was the most alive person in the story.

Dragged: the premise slipped. The sister’s death and the dead man’s identity were both a little off from the world’s own synopsis, and I could not tell in five turns whether the game would have reconciled them.

Dragged: the clock. The opening said it was well past ten, a later turn put the time around eight in the evening, and a later one said ten again. Small, but I noticed it because I was reading like an editor.

Dragged: nothing resolved. Five turns buy a strong first act and a cliffhanger. If you need an ending, you will not find one in the trial.

What a different player would have met

I played Vivian, so I never met the private investigator’s side of the same world, the interrogations and the locked room itself. A player who picks Sam Reyes starts with a case file and a bad reputation, and probably spends the first turn at the scene instead of at a desk. A player who uses the fighting skill, or who types a different first command, can send the story somewhere I did not go. I would not claim my five turns are the world’s five turns.

For other styles of play, my mystery playthrough used a skeptic in a country house, the pacifist run used a guard who never draws, and the heist run used a rules lawyer who tried to break the narrator.

Who this suits, and who should look elsewhere

It suits readers who like research-driven detective fiction: the kind of player who wants to ask for the file, call the contact and cross-reference the log. It also suits anyone who wants to know whether an AI narrator will keep a character’s stated limits, because here it did.

Look elsewhere if you want a locked-room puzzle with clues that always agree with the world’s own summary, because two details drifted in my five turns. Look elsewhere too if you want a complete case, since the trial ends at the cliffhanger.

If you want to try it, pick a ready-made world and start a session in the browser. For a wider look at what the role of an AI narrator involves, read AI game master: what the role actually requires.


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