# nokib-hassan/wildchat_prompt-smell-analysis architecture

> Architecture diagram of the GitHub repository nokib-hassan/wildchat_prompt-smell-analysis, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-28). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/nokib-hassan/wildchat_prompt-smell-analysis
- Repository: https://github.com/nokib-hassan/wildchat_prompt-smell-analysis

## Overview

This repository appears to be a WildChat prompt-smell analysis project: it contains an analysis notebook, a compressed training-data shard, and generated report and result files. The supplied README content and source excerpts are empty, so the notebook’s analysis stages and its exact reads and writes cannot be verified. The graph therefore identifies the apparent product components without asserting unsupported connections.

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_analysis["Analysis"]
  node_notebook["Prompt-smell analysis"]
end

subgraph group_input["Input data"]
  node_wildchat["WildChat training shard"]
end

subgraph group_outputs["Results"]
  node_parquet["Analysis results"]
  node_pdf["Analysis report"]
  node_xlsx["OpenRouter report"]
end

node_analyst(("Analyst"))

click node_notebook "https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/Prompt_Smell_Analysis.ipynb"
click node_wildchat "https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/data/train-00000-of-00014.jsonl.zip"
click node_parquet "https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/results/checkpoints/wildchat_prompt_smell_results.parquet"
click node_pdf "https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/results/wildchat_prompt_smell_report.pdf"
click node_xlsx "https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/results/wildchat_prompt_smell_report_openrouter.xlsx"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_notebook toneBlue
class node_wildchat toneAmber
class node_parquet,node_pdf,node_xlsx toneMint
class node_analyst toneIndigo
```

## Components

### Analysis

- [Prompt-smell analysis](https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/Prompt_Smell_Analysis.ipynb): `Prompt_Smell_Analysis.ipynb`

### Input data

- [WildChat training shard](https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/data/train-00000-of-00014.jsonl.zip): `data/train-00000-of-00014.jsonl.zip`

### Results

- [Analysis results](https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/results/checkpoints/wildchat_prompt_smell_results.parquet): `results/checkpoints/wildchat_prompt_smell_results.parquet`
- [Analysis report](https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/results/wildchat_prompt_smell_report.pdf): `results/wildchat_prompt_smell_report.pdf`
- [OpenRouter report](https://github.com/nokib-hassan/wildchat_prompt-smell-analysis/blob/main/results/wildchat_prompt_smell_report_openrouter.xlsx): `results/wildchat_prompt_smell_report_openrouter.xlsx`

### Other components

- **Analyst**