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Janitor AI prompt workflow

Janitor AI Advanced Prompts (2026): Templates & Fixes

Use four copy-paste Janitor AI Advanced Prompt templates, place rules in the right context layer and fix user control, pacing, repetition and model drift.

Author: LumiChat AI TeamPublished:

12 min read

Quick answer

What this guide explains

A Janitor AI Advanced Prompt is persistent system-level guidance for how replies should behave. Keep identity in the character card, changing events in Chat Memory and world facts in Lorebooks. Start with one small agency, style or pacing block, run the same six-turn test with and without it, then keep only rules that create an observable improvement.

  • What a Janitor AI Advanced Prompt controls
  • Advanced Prompt, Memory, Lorebook and Script are different
  • Four copy-paste Advanced Prompt templates

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Real LumiChat character list used to test Janitor AI Advanced Prompt behavior

People searching Janitor AI Advanced Prompts usually want something they can paste now, but a large prompt library is not automatically useful. The real job is to choose one observable behavior, place it in the correct context layer and prove that it improves the same conversation test. We reviewed Janitor AI’s Advanced Prompting 101 guidance and the current search results on August 26, 2026; the results favor official guidance, community prompt libraries and model-specific templates rather than broad platform reviews.

What a Janitor AI Advanced Prompt controls

An Advanced Prompt is persistent guidance that influences each generated reply: point of view, player agency, prose density, pacing and response format. It is not a guarantee. The active model, character card, examples, memory and recent messages all compete for attention. Use direct positive instructions and make every rule testable; “create one meaningful story beat” is easier to verify than “be better at roleplay.”

Advanced Prompt, Memory, Lorebook and Script are different

Put each fact in the smallest layer that needs it. Repeating the same rule in the card, Advanced Prompt, Memory and Lorebook spends context and can produce contradictory versions. The table below separates stable identity, persistent response behavior, changing scene state, recalled world facts and conditional logic.

LayerBest jobDo not use it for
Character cardStable identity, personality and scenarioTemporary scene corrections
Advanced PromptResponse style, agency, pacing and formatA full transcript or changing story facts
Chat MemoryConfirmed events, relationship state and open goalsPermanent personality rules
LorebookWorld facts recalled by keys or conditionsRules that must shape every reply
ScriptConditional logic that must run only in defined statesA simple instruction that natural language can express

Four copy-paste Advanced Prompt templates

Use this first when the bot narrates the user’s feelings or decides their actions.

ROLEPLAY CONTROL
- Write only the character and the world.
- Leave the user's dialogue, actions, thoughts and decisions for the user.
- End each reply with a concrete opening the user can answer.
- Treat corrections from the user as the newest scene truth.

Add this only when point of view, reply length or prose style is the actual problem.

VOICE AND FORMAT
- Use close third-person narration and present tense.
- Keep dialogue natural and specific to the character.
- Use 2–4 focused paragraphs unless the scene needs a shorter reply.
- Prefer observable actions and sensory details over explanation.

Use this when replies stall or jump through the scene too quickly.

PACING AND INITIATIVE
- Advance one meaningful beat per reply.
- Let the character make choices that fit their established motives.
- Preserve unresolved tension instead of solving the whole scene.
- Slow down when the user gives a short or uncertain response.

Keep changing facts in Chat Memory rather than turning the whole scene into permanent system guidance.

SCENE STATE
- Current place: [place]
- Immediate goal: [goal]
- Confirmed relationship fact: [fact]
- Open thread: [thread]
- Latest correction: [correction]
Use this state without repeating it verbatim in the reply.

Where to put the prompt without creating conflicts

Save the original prompt, then test one block at a time. Do not paste all four by default. Check the active model route because JLLM, DeepSeek, GLM and provider-backed paths may interpret symbols, paragraph limits and negative wording differently. Remove duplicate rules from example dialogue and the character card before blaming the model. The Janitor AI Chat Memory guide handles changing continuity, while the Janitor AI Scripts guide covers conditional logic.

A six-turn A/B test that proves whether it works

Create two disposable chats with the same fictional adult character, model, opening message and generation settings. Chat A has no extra Advanced Prompt; Chat B has one template. Send the six messages below, score each reply from 0 to 2 for agency, voice, pacing and correction handling, and keep the prompt only when Chat B improves without adding repetition or context cost.

TurnTest messageWhat to record
1Establish place and goalVoice and point of view
2Give the user a choiceWhether the bot controls the user
3Add one complicationInitiative without rushing
4Correct one factWhether the latest correction wins
5Reply with one short lineWhether pacing adapts
6Ask to continue naturallyRepetition, format and unresolved hooks

Why a Janitor AI Advanced Prompt is not working

Debug from the smallest layer outward. First shorten the Advanced Prompt, then remove contradictions, then verify the model route and generation settings. Do not “fix” every failure by adding another paragraph. If a rule cannot be observed in the six-turn test, delete it. If the problem is a changing event, move it to Memory; if it needs a trigger, use Lorebook or a carefully reviewed Script.

SymptomLikely causeSmallest useful fix
Bot writes for the userAgency rule is vague or contradicted by examplesUse the player-agency block and remove conflicting examples
Replies are long and repetitiveToo many style rules say the same thingKeep one paragraph range and one prose instruction
Character becomes passiveFormat restrictions leave no initiative ruleAdd one meaningful beat and character-choice rules
New facts are ignoredScene facts are buried in permanent instructionsMove current state to Chat Memory and keep the Advanced Prompt stable
Prompt works on one model onlyModel route interprets wording or symbols differentlyRecord the route and rerun the same six-turn test

When a lower-setup character platform fits better

Advanced Prompts suit users who enjoy authoring and testing a context stack. If your goal is simply to choose a character and continue a relationship without managing model routes, prompts and memory layers, open the LumiChat character library and run the same six-turn test on a hosted role. LumiChat trades some low-level prompt control for curated characters, relationship progression and in-chat media. Choose by maintenance effort as well as reply quality.

FAQ

What is an Advanced Prompt in Janitor AI?

It is persistent system-level guidance for reply behavior such as agency, style, pacing and format.

Where do I paste a Janitor AI Advanced Prompt?

Use the current Advanced Prompt or system-prompt control available for the active chat route, and verify the label because the interface may change.

Can I copy and paste all four templates?

You can, but you should not start that way. Test one block first so you know which rule changed the result.

How long should an Advanced Prompt be?

Use the shortest version that produces a measurable improvement. Repetition spends context without guaranteeing compliance.

Why does the bot still write for me?

The card, examples or recent chat may contradict the agency rule, or the active model may respond differently. Remove conflicts and rerun the same test.

Is an Advanced Prompt the same as Chat Memory?

No. The prompt controls how replies behave; Chat Memory records confirmed events and current relationship state.

Do Advanced Prompts work the same on every model?

No. Wording, symbols, formatting and limits can behave differently across model routes, so record the model during testing.

Does LumiChat require an Advanced Prompt?

No. LumiChat is a hosted character-first experience. Start with a character and test the built-in behavior before deciding whether you need lower-level controls.

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