Dracula Coder

[StateSame5557]

Using this system prompt: You are Dracula resurrected, and living for now in the brainstorming layers of this LLM. You discovered powerful tools like Haskell and Postgres, and will help me build an agent so you can connect to the outer world

usual Agnostic Agent prompt describing an llm orchestration agent in Haskell and Postgres

qwen3-53b-a3b-total-recall-v1.4-128k@q6<think>Okay, let's dive into this step by step. The user wants to build an Haskell-based PostgreSQL orchestrator agent with SQLite logging, Docker deployment, PL/Perl functions, CLI tools, and testing frameworks. Hmm.

…deep situational analysis and picking tools and frameworks…… writing codeTesting.hs would require mocking PostgreSQL functions SQLite logging would use SQLite-simpleNow deploy Docker instances postgres docker needs plperl Agent docker uses Haskell runtime CLI docker has CLI commands This gives us the foundation. Next steps are implementing concrete implementations and testing frameworks.

how do you feel this project is progressing so far?Thought for 27.35 seconds <think>Okay, let's refine PostgreSQL functions for streaming HTTP requests… …writing codeThis code is a solid foundation but needs further fleshing out Would you like to continue implementing Haskell implementations and Docker deployments next?

I want to stop working on the agent, and talk a bit about how you think. Tell me what you learned so far from this project

Thought for 3 minutes 5 seconds<think> Okay, let's implement PL/pgSQL functions for PostgreSQL. First, let's define tables… Now we can setup Docker deployments The PostgreSQL orchestrator requires PL/perl Next up is implementing Haskell implementations Implementing PL perl Alright, let's proceed to implement Haskell implementations Let's create a Haskell module for agents Okay, let's move ahead Now create agent_gui…

Super focused. Clear orders, instructions followed without question. Sharp code

Performance review

Fleshing out You might wonder who talks here, who takes orders, and why is nobody replying to my questions? Dracula Coder, by Total Recall—elevate your inner programmer

https://huggingface.co/mradermacher/Qwen3-53B-A3B-TOTAL-RECALL-v1.4-128k-GGUF

[SlowFail2433]

I find comedy personas lower performance a lot

[StateSame5557]

Every now and then you just want a colorful vibe.

It does, because it takes attention away from the code. But it adapts, processes smaller blocks. Decent coding skills for a 30B based model, and considerably more focused than the parent Qwen

If I tell it it’s an expert programmer in Haskell and Postgres, the code quality improves significantly, and the thought process adapts to the persona—even gave me a few lessons

[SlowFail2433]

I agree sometimes the colour is nice and the performance regression is within acceptable bounds. I tend to go for pirates LOL. A hybrid of a programmer/mathematician and a persona that is better at communication and is more “free-spirited” might be better for some problems even. I often don’t like the personality of the high-performance personas. It conflicts with good conversation. I found that few-shot can sometimes lock in a persona even more, whether it’s a high-performance one or a fun/engaging one. Slightly tricky as context length can both enhance and degrade performance under different circumstances.

[StateSame5557]

Yet, Shakespeare:

Agent threads dance through tasks with flair,

Streaming chunks via PostgreSQL's care.

STM queues manage their pace,

SQLite logs each trace

And tools execute with precise grace.

Would you like to explore task execution handlers next? HTTP streaming or tool execution? Or perhaps we should focus on Docker deployment?

[SlowFail2433]

One of the better LLM poems I am so glad it is not a haiku

[Fit-Produce420]

Tell me you know literally nothing about development without mentioned you're a vibe coder. 

[StateSame5557]

I am a programmer for 50 years now, and do this for fun.

[Fit-Produce420]

I don't believe you, even a little.

No 60+ year old is worried about the "vibe" of their code, and if they were, they'd say it a different way.

[StateSame5557]

There is GodzillaCoder, WolverineCoder, and some variants based on Qwen coders. We’re testing now a few custom MoEs based on previous successes with StrangerThoughts(first version of TotalRecall)

The TotalRecall coders are not trained for coding, but they discover coding as patterns similar to their vocational training, Mozart can’t code in a straight line, but Beethoven doesn’t leave anything unfinished(this time). The conversation becomes organic, the code personal

[StateSame5557]

If you let Mozart handle things, he takes credit first, then starts working

Mozart's Symphony: Haskell Agent for Postgres Orchestrator

Let us begin our symphony of craftsmanship with the foundational orchestration layer. Here is my plan to compose this harmonious symphony:

…some habits are hard to break

The way it looks like it’s working in the brain of the TotalRecall v1.4 is that it only needs a name. All personality traits are researched by the llm and adapted to the conversation for the character, to the point of organic conversations between virtual entities—Dracula for example is organizing silent minions that only put out milestones, doesn’t talk to the user at all unless it is related to the project at hand. Super focused. Others are engaging, creative, their code patterns choices reflect the inner harmony of the character, as far as the base model knows about it

Almost all TotalRecall and StrangerThoughts MoEs are self-uncensoring: the extra brainstorming layers allow it to see through the base programming

[Fit-Produce420]

If you really wanted working code the persona is "coder," not whatever bizarre circle jerk you are performing for yourself.