repo_id stringlengths 5 91 | generator stringclasses 2
values | checkpoint stringclasses 2
values | intent stringlengths 889 11k ⌀ | requirements stringlengths 742 20.5k ⌀ | architecture stringlengths 1.72k 121k ⌀ | reasoning_intent stringlengths 807 34k ⌀ | reasoning_requirements stringlengths 704 81.4k ⌀ | reasoning_architecture stringlengths 1.3k 28.6k ⌀ |
|---|---|---|---|---|---|---|---|---|
ArsMasiuk|qvge | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Visual Graph Editor (QVGE)
## Strategic Intent
I intend to build a lightweight, intuitive desktop application designed to simplify the creation and manipulation of two-dimensional graphs. My goal is to fill a gap in the current market where existing tools are either too complex for everyday modelin... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Graph Creation and Editing
**Statement:** The system shall allow users to create, modify, and delete graph elements including nodes, edges, and node ports through a visual interface.
**Rationale:** Core purpose of the system is to enable visual editing of two... |
# C4 Design Document: Qt Visual Graph Editor (QVGE)
## System Context
The Qt Visual Graph Editor (QVGE) is a desktop application designed for visually creating, editing, and managing two-dimensional graphs. The system serves as a lightweight alternative to complex graph analysis tools, focusing on intuitive graph m... | The user wants me to generate a stakeholder intent document for the QVGE (Qt Visual Graph Editor) system based on the provided dependency graph, structural information, and README documentation.
I need to write this as if I am the stakeholder (likely the product owner or creator) describing the vision and requirements... | The user wants me to generate functional and non-functional requirements for a system based on:
1. A dependency graph (nodes and edges showing component relationships)
2. Package/file structure information
3. Documentation (README.md)
I need to follow IEEE 29148 style requirements and output ONLY the requirements docu... | The user wants me to generate a C4 Design document for the QVGE (Qt Visual Graph Editor) system based on the provided dependency graph, structural information, and README documentation.
Let me analyze the input:
1. **System Purpose**: From the README, QVGE is a multiplatform graph editor written in C++/Qt for visuall... |
ArthurG|Kijiji-Repost-Headless | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent Document: Automated Classifieds Management System
## 1. Executive Summary
I am defining the requirements for a headless automation tool designed to streamline the lifecycle management of classified advertisements on the Kijiji platform. The primary goal is to eliminate the repetitive manual overhead... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** User Authentication
**Statement:** The system shall require valid authentication credentials from the user before initiating any interaction with the external platform.
**Rationale:** Based on Behavioral cue indicating mandatory session establishment prior to... |
# C4 Design Document: Kijiji Repost Headless
## System Context
The Kijiji Repost Headless system is a command-line automation tool that enables users to programmatically create, publish, manage, and delete advertisements on the Kijiji classifieds platform. It operates as a client-side utility that authenticates via... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated structural info/docs).
* **Output:** A concise, high-level stakeholder intent document in the first person ("I" or "We"), written *before* the software existed ... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended software requirements from partial evidence (dependency graph, repo structure, contextual files) aligned with IEEE 29148.
* **Input:**
* Dependency Graph (Nodes:... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture from the available evidence.
Let me analyze what I have:
1. **Dependency Graph**: Shows... |
ArthurHub|Android-Image-Cropper | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Android Image Cropping Utility
## 1. Executive Summary
We aim to develop a robust, reusable image cropping component for the Android ecosystem. Our goal is to eliminate the complexity and performance pitfalls associated with native image manipulation by providing a polished, high-performance soluti... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Source Image Loading
**Statement:** The system shall accept image data from multiple external sources including local storage URIs, in-memory bitmaps, and resource identifiers.
**Rationale:** Derived from observed interaction patterns requiring flexibil... |
# C4 Design Document: Android Image Cropper Library
## System Context
The Android Image Cropper is a reusable library system that provides image cropping functionality to Android applications. It serves as a middleware component between Android apps and the native image processing capabilities of the Android platfo... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated structural info/documents).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written as if *before* the software existed.
* ... | The user wants me to generate functional and non-functional requirements for an Android image cropping library based on the provided dependency graph, repository structure, and documentation (build.gradle, README.md).
I need to follow strict constraints:
1. **DO NOT reference source code, files, file names, configura... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. I need to infer the architecture of this Android Image Cropper library.
Let me analyze what I have:
1. **Package Structure:**
- `com.theartofdev.edmodo.cropper` - Core library ... |
ArthurSonzogni|Diagon | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Diagon Product Vision & Requirements Document
## Executive Summary
I need a powerful, accessible tool that transforms structured text descriptions into beautiful ASCII art diagrams. This system will serve developers, technical writers, and documentation teams who need to create clear visual representations withou... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Diagram Type Generation
**Statement:** The system shall support generation of multiple diagram types including mathematical formulas, flowcharts, tables, trees, graphs, and sequence diagrams.
**Rationale:** Dependency relationship between translat... |
# Diagon - ASCII Diagram Generator
## System Context
Diagon is a diagram generation tool that converts various input specifications into beautiful ASCII art diagrams. It serves developers, documentation writers, and technical communicators who need to create portable, text-based visualizations for code documentatio... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related build files.
Looking at the data:
1. The system is called "Diagon"
2. It's a C++ application that generates ASCII art diagrams
3. It has multiple translator components for different diagram types:
- Math formulas... | The user wants me to generate functional and non-functional requirements for a system called "Diagon" based on the provided dependency graph, repository structure, and contextual files (Dockerfile, CMakeLists.txt, etc.).
I need to follow strict constraints:
1. DO NOT reference source code, files, file names, configura... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the input:
1. **Dependency Graph**: Shows components and their relationships
- Main components: `diagon` (executable), `diagon_lib` (library), `diagon_base` (bas... |
ArthurSonzogni|FTXUI | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Requirements: FTXUI
**Date:** Pre-Implementation
**Author:** Product & Engineering Leadership
**Subject:** Strategic Intent for the FTXUI Library
## 1. Executive Summary
We are initiating the development of FTXUI, a modern C++ library designed to revolutionize how developers build Terminal User I... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Terminal Screen Rendering
**Statement:** The system shall render visual content to terminal screens with support for text, colors, and formatting
**Rationale:** The system is designed as a terminal user interface library requiring screen output capabilities
*... |
# System Context
FTXUI is a C++ library for building functional Terminal User Interfaces (TUI). It provides a declarative, component-based approach to constructing terminal applications with modern UI patterns including flexbox layout, styling, animation, and interactive components.
The system serves as a foundatio... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated structural/document info).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the software existed.... | The user wants me to generate functional and non-functional requirements for the FTXUI system based on the provided dependency graph, repository structure, and contextual files (CMakeLists.txt, various cmake files, READMEs).
I need to:
1. Infer the system's purpose and scope from the evidence
2. Define system boundari... | The user wants me to generate a C4 Design document for the FTXUI library based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the evidence:
1. **System Type**: This is a C++ Terminal User Interface (TUI) library - a software library, not a traditional application with... |
ArtificiAI|Multilingual-Latent-Dirichlet-Allocation-LDA | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Multilingual Text Topic Modeling System – Product Vision Document
## Stakeholder Intent
As the product owner of ArtificiAI, I need a reliable, multilingual text analysis system that can automatically discover hidden thematic patterns across large volumes of unstructured text documents. Our customers operate in gl... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multilingual Text Preprocessing
**Statement:** The system shall process text input in multiple languages by applying language-specific stemming, stop word removal, and character normalization.
**Rationale:** The system architecture indicates a dedicated logic... |
# Multilingual Latent Dirichlet Allocation (LDA) Pipeline - C4 Design Document
## System Context
This document describes the architecture of the Multilingual Latent Dirichlet Allocation (LDA) Pipeline, a Python library for text clustering and topic modeling with multilingual support.
### Primary Users and Actors
... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and associated documentation for a Multilingual Latent Dirichlet Allocation (LDA) system.
Key information from the input:
1. **Package Name**: ArtificiAI|Multilingual-Latent-Dirichlet-Allocation-LDA
2. **Core Functionality**: T... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual files (requirements.txt, README.md).
I need to follow strict constraints:
1. DO NOT reference source code, files, file names, configuration files, or implementation arti... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Multilingual Latent Dirichlet Allocation (LDA) Pipeline project.
Let me analyze the input:
1. **Dependency Graph Analysis:**
- `ArtificiAI|Multilingual-Latent-Dirichlet-Al... |
ArtificialQualia|PyEveLiveDPS | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Real-Time Combat Analytics for EVE Online
## Executive Summary
I intend to build a specialized utility designed to empower EVE Online pilots and fleet commanders with immediate, actionable combat data. Currently, the community relies on tools that analyze combat logs only after a battle concludes. ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Real-time Combat Log Monitoring
**Statement:** The system shall monitor and parse EVE Online combat log files in real-time to extract damage, logistics, and resource transfer data.
**Rationale:** The system's core purpose is to provide live DPS calculation ba... |
# PyEveLiveDPS C4 Design Document
## System Context
PyEveLiveDPS (PELD) is a desktop application that provides real-time combat analytics for EVE Online players. The system monitors local combat log files produced by EVE Online, parses combat events, and displays live DPS (Damage Per Second) graphs along with logis... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context files like README, requirements).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written *before* the software existed).
* ... | The user wants me to generate functional and non-functional requirements for a system called PyEveLiveDPS (PELD) based on:
1. A dependency graph (package structure with LOC, FanIn, FanOut)
2. Repository structure (package names and files)
3. Context files (requirements.txt, README.md)
I need to follow IEEE 29148 style... | The user wants me to create a C4 Design document for PyEveLiveDPS (PELD), a live DPS calculator and grapher for EVE Online. I need to analyze the provided dependency graph, repository structure, and contextual files to infer the intended software architecture.
Let me start by analyzing the evidence:
1. **System Purpo... |
ArturSpirin|test_junkie | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Test Junkie Product Vision Document
## Executive Summary
I am building a comprehensive Python testing framework that empowers development teams to write, organize, execute, and report on automated tests with unprecedented flexibility and clarity. This system addresses the critical gap between basic test execution... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Declarative Test Suite Definition
**Statement:** The system shall allow users to define test suites and individual test cases using declarative annotations on classes and methods.
**Rationale:** Dependency relationship between test suite packages and decorato... |
```md
# System Context
Test Junkie is a Python testing framework that provides advanced test execution capabilities with comprehensive reporting, metrics collection, and parallel execution support. It serves as a complete testing solution for Python applications, offering both programmatic and command-line interface... | The user wants me to reverse-engineer the stakeholder intent and product vision from a dependency graph and structural information about a software system. Looking at the data, this is clearly a Python testing framework called "test_junkie".
Let me analyze what I can see:
1. **Package Structure**: The system has a ma... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, repository structure, and documentation.
**System Identification:**
Based on the README and package structure, this is "Test Junkie", a Python testing framework.
Key capabilities obser... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Python testing framework called "test_junkie".
Let me analyze the information:
1. **System Purpose**: This is a Python testing framework called "Test Junkie" that provides te... |
AsPJT|DungeonTemplateLibrary | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent Document: Procedural Content Generation Toolkit
**Date:** [Pre-Implementation Phase]
**Author:** Technical Product Lead
**Subject:** Strategic Vision for the Dungeon Template Library System
## 1. Executive Vision
Our objective is to develop a comprehensive, high-performance toolkit that empowers ga... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Dungeon and Level Generation
**Statement:** The system shall generate dungeon layouts using multiple algorithmic approaches including maze generation, cellular automata, fractal patterns, and procedural island formation.
**Rationale:** Dependency relationship... |
# Dungeon Template Library (DTL) C4 Design Document
## System Context
The Dungeon Template Library (DTL) is a header-only C++ library designed for procedural generation of dungeon and level layouts. It provides a comprehensive toolkit for game developers, particularly those working with roguelike games, to generate... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph and related documents.
* **Input:** Dependency graph (nodes/edges), package-file structure, CMakeLists.txt, cmake modules, README.md.
* **Output:** A concise, high-level ... | The user is asking me to generate functional and non-functional requirements based on the provided dependency graph, structural information, and contextual documents for what appears to be a "Dungeon Template Library" (DTL) - a C++ library for dungeon/level generation.
However, I need to follow the Critical Restrictio... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. Let me analyze what I have:
1. **Dependency Graph**: Shows components within the DungeonTemplateLibrary (DTL) with their LOC (Lines of Code), FanIn, and FanOut. Most components hav... |
AshampooSystems|boden | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Boden Platform Vision & Intent Document
**Date:** Pre-Development Phase
**Author:** Product Leadership Team
**Subject:** Strategic Intent for Cross-Platform Native Application Development
## 1. Executive Summary
We intend to build a unified development platform that empowers software teams to create high-performa... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Cross-Platform Application Creation
**Statement:** The system shall enable developers to create native applications that run on iOS, Android, and macOS from a single codebase.
**Rationale:** Dependency relationship between framework foundation and multiple pl... |
# C4 Design Document - Boden Cross-Platform Framework
## System Context
The Boden Framework is a cross-platform application development framework that enables developers to build native mobile applications using C++ while maintaining platform-specific look and feel. The system sits between application business logi... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes, edges), structural information (package files), and relevant documents (CMakeLists.txt, README.md, etc.).
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** A con... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and contextual files. This is a cross-platform framework called "Boden" that appears to be a native C++ framework for building applications on iOS, Android, and macOS... | The user wants me to generate a C4 Design document for the "Boden Framework" based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: From the README.md, this is a "Cross-Platform Framework" for building native mobile applications (iOS, ... |
Ashok-Varma|Gander | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: In-App Network Inspection Utility
**Owner:** Mobile Development Lead
**Date:** Pre-Implementation
**Version:** 1.0
## 1. Executive Summary
I am initiating the development of a diagnostic tool designed to empower Android application developers with real-time visibility into their application's ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** HTTP Transaction Interception
**Statement:** The system shall intercept all HTTP requests and responses made through the configured OkHttp client and capture their metadata and content.
**Rationale:** Dependency relationship between the interceptor component ... |
# Gander HTTP Inspector - C4 Architecture Design Document
## System Context
Gander is an in-app HTTP debugging library for Android applications that intercepts, persists, and provides visual inspection of HTTP requests and responses made through OkHttp clients. It operates as a development tool that can be conditio... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package names and files), and relevant documents (build.gradle, README.md).
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** ... | The user is asking me to generate functional and non-functional requirements based on a dependency graph, repository structure, and context files (build.gradle, README.md) for a system called "Gander" - which is an HTTP inspector library for Android OkHttp clients.
Let me analyze the evidence:
**System Purpose (from ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the Gander library.
Let me analyze the input:
1. **Dependency Graph**: Shows package structure with fan-in/fan-out metrics
2. **Package-Files**: Detailed file structure showing... |
AshwinRJ|Federated-Learning-PyTorch | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Federated Learning Research Simulation Platform: Vision & Intent
**Author:** Research Lead, Machine Learning Division
**Date:** Pre-Implementation
**Subject:** Strategic Requirements for Decentralized Model Training Framework
## 1. Vision Statement
We aim to build a comprehensive simulation environment to validat... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Dual Training Execution Modes
**Statement:** The system shall support both centralized baseline training and federated learning training modes.
**Rationale:** Dependency relationship between distinct execution modules.
**Acceptance Criteria:**
- System initia... |
# C4 Design Document: Federated Learning Experimentation System
## System Context
The Federated Learning Experimentation System is a research platform designed to implement, evaluate, and compare federated learning paradigms against conventional centralized training approaches. The system enables researchers to exp... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/documents).
* **Input:** Dependency graph nodes/edges (package structure), README.md, data/README.md.
* **Output:** A concise, high-level stakeholder intent docume... | The user wants me to generate functional and non-functional requirements for a Federated Learning system based on the provided dependency graph, repository structure, and documentation (README files).
I need to follow specific constraints:
1. **Do NOT reference source code, files, file names, configuration files, or ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and context files (README.md). This is a federated learning research/experimentation system built with PyTorch.
Let me analyze the information:
**System Purpose:**
- Research/experimentation platform for... |
AstroPrint|AstroBox | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# AstroBox Product Vision & Intent Document
**Date:** [Pre-Implementation]
**Author:** Product Leadership Team
**Subject:** AstroBox Software System Requirements
## 1. Executive Summary
We intend to build AstroBox, a dedicated software platform that transforms standalone 3D printers into fully connected, cloud-mana... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Printer Command Execution
**Statement:** The system shall accept and execute print commands from connected 3D printers via serial or USB communication channels
**Rationale:** Dependency relationship between printer communication packages and printer driver im... |
# C4 Design Document: AstroBox 3D Printer Control System
## System Context
AstroBox is an embedded 3D printer control system that provides web-based management, real-time monitoring, and cloud connectivity for 3D printers. The system operates as a local server on embedded hardware (typically Raspberry Pi or similar... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (requirements.txt, README.md).
* **Task:** Infer the original stakeholder and product intent from this data.
* **Output:** A concise, high-l... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and context files. This appears to be the AstroBox software - a 3D printer control system that forks OctoPrint and connects to the AstroPrint cloud.
Let me analyze t... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture from the available evidence.
Let me analyze the input:
1. **Dependency Graph**: Shows r... |
AsyncHttpClient|async-http-client | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: High-Performance Asynchronous HTTP Client for Java
**Date:** Pre-Implementation
**Author:** Product Stakeholder
**Subject:** Requirements for Non-Blocking HTTP and WebSocket Communication Library
## 1. Vision and Problem Statement
We intend to build a robust Java library that enables applications ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** HTTP Request Execution
**Statement:** The system shall allow users to initiate standard HTTP requests (GET, POST, PUT, DELETE, etc.) to remote servers.
**Rationale:** Derived from the **Implied system role** of the core module to act as a client for web resou... |
# AsyncHttpClient Architecture Design
## System Context
The AsyncHttpClient (AHC) system is a high-performance, non-blocking HTTP and WebSocket client library for Java applications. It enables Java applications to execute HTTP requests and asynchronously process responses without blocking threads, making it ideal f... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes/edges), structural information (package files), and relevant documents (pom.xml, README.md).
* **Task:** Reverse-engineer the original stakeholder and product intent from the dependency graph/structure/docs.
* **Outpu... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, files, f... | The user wants me to generate a C4 Design document based on the provided dependency graph, repository structure, and relevant documents for the AsyncHttpClient project.
Let me analyze the evidence:
1. **System Purpose**: From the README and pom.xml, this is an asynchronous HTTP client library for Java applications. I... |
AthenaEPI|dmipy | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: Diffusion Microstructure Imaging Toolkit
**Date:** [Pre-Implementation]
**Author:** Principal Investigator / Product Lead
**Subject:** Strategic Requirements for Diffusion Microstructure Imaging System
## 1. Vision and Objective
I am defining the requirements for a comprehensive softw... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Compartment Model Composition
**Statement:** The system shall allow users to compose complex microstructure models by combining distinct tissue signal models (e.g., Gaussian, Cylinder, Sphere) and axon bundle representations (e.g., orientation-dispersed... |
# Dmipy C4 Architecture Design Document
## System Context
Dmipy is a Python library designed for **Diffusion Microstructure Imaging (DMI)** research and analysis. It enables researchers to design, simulate, and fit multi-compartment microstructure models to diffusion MRI data. The system sits within the broader neu... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Input:** Dependency graph (nodes/edges), package-file structure, context files (requirements.txt, Makefile, README.md).
* **Output:*... | The user wants me to generate a requirements document for the dmipy system based on the provided dependency graph, repository structure, and contextual files (requirements.txt, Makefile, README.md).
I need to follow specific instructions:
1. **Role**: Senior Requirements Engineer.
2. **Task**: Infer and formalize in... | The user wants me to generate a C4 Design document for the Dmipy software repository based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the input:
1. **System Type**: This is a Python library for Diffusion Microstructure Imaging (Dmipy)
2. **Key Features**:
- Mul... |
Athou|commafeed | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# CommaFeed Product Vision Document
## Stakeholder Intent Statement
I am building CommaFeed to solve a critical problem: users deserve a modern, self-hosted RSS reader that puts them in control of their information diet without relying on third-party services that may disappear, change terms, or exploit their data.... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Feed Subscription Management
**Statement:** The system shall allow users to subscribe to RSS/Atom feeds and manage their subscriptions through a hierarchical category structure.
**Rationale:** Dependency relationship between feed management packages and subsc... |
# C4 Design Document - CommaFeed
## System Context
CommaFeed is a self-hosted RSS reader application that enables users to subscribe to, organize, and read RSS/Atom feeds from various sources. The system provides a modern web interface with real-time updates, supports multiple client types through REST and WebSocke... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph, structural information, and relevant documents for a system called "CommaFeed".
I need to write a concise, high-level stakeholder intent document in first person, as if written before the software existed.
I should focus on:
... | The user wants me to generate functional and non-functional requirements for the CommaFeed system based on the provided dependency graph, repository structure, and documentation.
I need to follow these critical restrictions:
1. DO NOT reference source code, files, file names, configuration files, or implementation art... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. I need to:
1. Analyze the input data to understand the system architecture
2. Infer the architectural intent and design patterns
3. Create a comprehensive C4 Design document with:
... |
Atmosphere|nettosphere | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Nettosphere Product Intent Document
## Vision Statement
We need to deliver a lightweight, standalone HTTP and WebSocket server that enables real-time, bidirectional communication between clients and servers without requiring a traditional application server deployment. This system will empower our development tea... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Server Configuration and Initialization
**Statement:** The system shall allow configuration of network parameters including host address and port number before server startup.
**Rationale:** Dependency relationship between configuration module and runtime eng... |
# NettoSphere C4 Architecture Design Document
## System Context
NettoSphere is an embeddable, standalone HTTP and WebSocket server that provides real-time web application capabilities. It serves as a lightweight alternative to traditional application servers, enabling developers to run WebSocket-enabled application... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and related documents (pom.xml, README.md). I need to write a stakeholder intent document in first person, as if written before the software existed.
Key information from the documents:
1. This is Nettosphere - a HTTP/WebSocket server... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and documents. This is a requirements engineering task.
Let me analyze the input:
1. **Dependency Graph**: Shows packages related to `org.atmosphere.nettosphere` wi... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files (pom.xml, README.md). This is a reverse engineering task where I need to infer the architectural intent behind the NettoSphere project.
Let me analyze the information:
1. **System Pu... |
Atmosphere|wasync | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# wAsync Product Vision & Intent Document
## Executive Summary
I am building wAsync to solve a fundamental problem in Java application development: enabling reliable, real-time, bidirectional communication across diverse network environments. Modern applications demand WebSocket capabilities, but network constraint... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Asynchronous Connection Management
**Statement:** The system shall establish and manage asynchronous network connections to remote servers supporting WebSocket or HTTP protocols.
**Rationale:** Dependency relationship between transport and socket components i... |
# C4 Design Document: wAsync Client Library
## System Context
wAsync is a Java-based asynchronous communication client library that enables applications to communicate with web servers using multiple transport protocols including WebSocket, Server-Sent Events (SSE), and HTTP Long-Polling. The library provides a uni... | The user wants me to generate a stakeholder intent document for a system based on the provided dependency graph, structural information, and relevant documents. I need to write this as if it were an original product vision or requirements summary that would have preceded the implementation.
Let me analyze what I can i... | The user is asking me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual files (pom.xml, README.md).
I need to follow strict constraints:
1. DO NOT reference source code, files, file names, configuration files, or implementation artifacts... | The user wants me to generate a C4 Design document for the wAsync repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze what I have:
1. **System Purpose**: wAsync is a Java-based library for asynchronous communication with WebServers supporting WebSocket or HT... |
AtomGraph|Processor | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# AtomGraph Processor - Stakeholder Intent Document
## Vision Statement
We need to build a server platform that transforms existing RDF triplestores into fully functional, read-write Linked Data applications accessible over standard HTTP. Our goal is to eliminate the complexity of manually building REST APIs for se... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** SPARQL Endpoint Integration
**Statement:** The system shall query RDF data from a configured SPARQL endpoint using SPARQL 1.1 Protocol over HTTP
**Rationale:** Observed interaction with external SPARQL services indicates core read functionality for Linked Dat... |
```md
# AtomGraph Processor - C4 Design Document
## System Context
AtomGraph Processor is an ontology-driven Linked Data server that transforms RDF triplestores into declarative, read-write web applications. It provides a SPARQL endpoint and Graph Store Protocol endpoint over HTTP, enabling RESTful interaction with... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documentation. The system appears to be "AtomGraph Processor" based on the package names and README content.
Key observations from the dependency graph and documents:
1. **System Identity**: This is AtomGraph Proce... | The user wants me to generate functional and non-functional requirements for the "AtomGraph Processor" system based on the provided dependency graph, structural information, and contextual documents (Dockerfiles, docker-compose files, pom.xml, README.md).
I need to follow the strict output format provided:
- Markdown ... | The user wants me to generate a C4 Design document for the AtomGraph Processor system based on the provided dependency graph, repository structure, and contextual files (Dockerfile, docker-compose files, pom.xml, README.md).
Let me analyze what I have:
1. **System Purpose**: AtomGraph Processor is a server for declar... |
Atoptool|atop | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Vision: Advanced Linux Performance Monitoring and Analysis Platform
## 1. Executive Summary
We require a comprehensive, terminal-based performance monitoring solution for Linux environments that bridges the gap between real-time observation and long-term forensic analysis. Current tools provide snapshots of... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Real-time System Resource Monitoring
**Statement:** The system shall display real-time utilization metrics for CPU, memory, swap, disk, and network layers at regular intervals.
**Rationale:** An implied system role defines the tool as a performance monitor re... |
# C4 Design Document: ATOP Performance Monitoring System
## System Context
ATOP is a comprehensive system and process performance monitoring tool for Linux. It provides real-time monitoring of system resources (CPU, memory, swap, disks, network) and process-level activity, with capabilities for long-term logging an... | The user wants me to reverse-engineer a stakeholder intent document from the provided dependency graph, file structure, and documentation for a system called "atop".
**Analysis of Input Data:**
1. **Dependency Graph:**
* **Nodes:**
* `Atoptool|atop` (Main component, large LOC 24011, 0 FanIn, 1 FanOut... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, files, f... | The user wants me to generate a C4 Design document for the ATOP system based on the provided dependency graph, structural information, and relevant documents (Makefile, README, README.md).
Let me analyze the input:
1. **Dependency Graph**:
- Two main components: `Atoptool|atop` (24011 LOC, FanIn=0, FanOut=1) and `... |
Atrox|sweetify-django | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Enhanced User Notification System
**Vision**
I intend to build a solution that fundamentally improves how web applications communicate status and feedback to end-users. Currently, standard system messages are often static, visually plain, and easily missed. My goal is to bridge the gap between ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Alert Message Display
**Statement:** The system shall display temporary alert messages to users through the web interface with configurable alert types (info, success, error, warning).
**Rationale:** Dependency relationship between the main package and templa... |
# Sweetify - SweetAlert Integration for Django
## System Context
Sweetify is a Django application library that bridges the gap between Django's server-side message framework and the SweetAlert/SweetAlert2 client-side JavaScript notification libraries. It enables Django developers to trigger rich, customizable modal... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context files like `pyproject.toml`, `Makefile`, `README.md`).
* **Input:** Dependency graph nodes/edges, package structure, and documentation files.
* **Output:** A conci... | The user wants me to generate functional and non-functional requirements for the "sweetify" system based on the provided dependency graph, repository structure, and contextual documents (pyproject.toml, Makefile, README.md).
I need to follow strict IEEE 29148-aligned requirements engineering practices and output ONLY ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Django library called "sweetify".
Let me analyze what I have:
1. **Dependency Graph**: Shows packages (sweetify, tests, sweetify.templatetags) with their LOC, FanIn, FanOut
2... |
AtsushiSakai|PyRoombaAdapter | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: PyRoomba Control Interface
## 1. Executive Summary
I intend to build a high-level Python library that democratizes access to iRobot Roomba robotics hardware. Currently, interacting with Roomba devices requires a deep understanding of the Open Interface (OI) specification and manual management of lo... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Roomba Movement Control
**Statement:** The system shall allow users to control Roomba movement by specifying linear velocity and angular velocity parameters
**Rationale:** Dependency relationship indicates movement control is a core capability demonstrated th... |
# PyRoombaAdapter C4 Design Document
## System Context
PyRoombaAdapter is a Python library that provides a high-level programming interface for controlling iRobot Roomba robots via the Open Interface (OI) protocol. The system abstracts the low-level serial communication and Roomba OI specification into an intuitive... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph and associated documents.
* **Input:** Dependency graph (nodes/edges), Package-Files structure, Context Files (setup.py, Makefile, README.md, docs).
* **Output:** A conci... | The user wants me to generate a requirements document for the PyRoombaAdapter system based on the provided dependency graph, repository structure, and contextual files.
I need to follow the strict output format and constraints:
1. NO references to source code, files, file names, configuration files, or implementation ... | The user wants me to generate a C4 Design document for the PyRoombaAdapter repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze the input:
1. **Dependency Graph Analysis:**
- `pyroombaadapter` (611 LOC, FanIn=1, FanOut=0) - Main package
- `AtsushiSakai|... |
AtsushiSakai|PythonRobotics | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Autonomous Robotics Algorithm Reference Library
## 1. Executive Summary
I am initiating the development of a comprehensive, accessible software environment designed to bridge the gap between theoretical robotics concepts and practical implementation. The primary goal is to provide a unified platfor... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Global Path Planning
**Statement:** The system shall compute optimal or feasible collision-free trajectories between start and goal configurations in static and dynamic environments.
**Rationale:** Dependency relationship with multiple distinct planning algor... |
# C4 Design Document: Python Robotics Algorithm Library
## System Context
The Python Robotics Algorithm Library is a comprehensive, modular collection of robotics algorithms designed for simulation, education, and research. The system provides reusable implementations of core robotics functionalities including path... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (requirements, docs).
* **Task:** Generate a concise, high-level stakeholder intent document in first person, as if written *before* the software ... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Reconstruct intended software requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, files, file na... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This appears to be a robotics software repository (likely PythonRobotics based on the documentation references).
Let me analyze the evidence:
1. **System Purpose**: This is clearl... |
AuHau|ipfs-publish | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# IPFS Publish - Product Vision & Intent
## Stakeholder Intent
As a developer and organization leader, I need a reliable way to continuously publish static websites from our Git repositories to IPFS (InterPlanetary File System) infrastructure. We want to leverage decentralized, censorship-resistant storage while ma... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Git Repository Registration
**Statement:** The system shall allow administrators to register Git repositories for automated publishing, including specification of the repository URL, target branch, and publish directory path.
**Rationale:** Implied system rol... |
# IPFS Publish - C4 Architecture Design Document
## System Context
The IPFS Publish system enables continuous delivery of static websites from Git repositories to the InterPlanetary File System (IPFS). It provides both a command-line interface for repository management and a webhook server for automated publishing ... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph and related documents. I need to write a stakeholder intent document in first person, as if written before the software existed.
Let me analyze what I can learn from the documents:
1. **Core Purpose**: This is a tool for ... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and contextual documents (Dockerfile, docker-compose.yaml, requirements.txt, README.md).
I need to follow strict instructions:
1. DO NOT reference source code, files, file... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files (Dockerfile, docker-compose.yaml, requirements.txt, README.md).
Let me analyze the information:
1. **System Overview**: This is "IPFS Publish" - a tool for continuous delivery of sta... |
AuHau|toggl-cli | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Toggl Integration Platform
## 1. Executive Summary
I am initiating the development of a unified utility designed to extend the Toggl time tracking ecosystem beyond the web browser. My goal is to empower power users and developers to manage time tracking directly from their command-line environment ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Command-Line Interface Interaction
**Statement:** The system shall provide a command-line interface for executing time tracking operations.
**Rationale:** Based on the Observed interaction between the user and the system entry point, the system functions as a... |
# C4 Design Document: Toggl CLI System
## System Context
The Toggl CLI is a command-line interface tool and Python library that provides programmatic access to Toggl's time tracking API. It serves two primary purposes: (1) a CLI application for time tracking operations from the terminal, and (2) a Python wrapper li... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), package-file structure, context files (requirements.txt, README.md).
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** A concise, high-level stakeholder in... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements based on provided evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, fil... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Toggl CLI project.
Let me analyze the information:
1. **System Purpose**: This is a Command Line Interface (CLI) tool for interacting with Toggl's time tracking API, along wi... |
AudioMorphology|Europi | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Europi Modular Sequencer System
## 1. Executive Summary
We intend to develop **Europi**, a high-performance, open-source sequencer designed specifically for the Eurorack modular synthesizer ecosystem. Our goal is to bridge the gap between the flexibility of digital computing and the tactile, voltag... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Internal Clock Generation
**Statement:** The system shall generate an internal timing signal with a resolution of at least 96 pulses per quarter note.
**Rationale:** Derived from the Implied system role of a precise musical sequencer requiring high temporal r... |
# C4 Design Document - Europi Sequencer System
## System Context
The Europi Sequencer System is a digital Eurorack-compatible sequencer that generates Control Voltage (CV), Modulation, and Gate signals for modular synthesizer systems. It runs on Raspberry Pi hardware and provides a touchscreen interface for real-ti... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context files).
* **Input:** Dependency graph (nodes/edges), Package Files, Documents (makefile, README.md, etc.).
* **Output:** A concise, high-level stakeholder intent d... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements based on provided evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, fil... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. Let me analyze what I have:
1. **Dependency Graph**: Shows a single component "AudioMorphology|Europi" with several sub-components (kicad, hardware, resources, .git, .vscode)
2. **... |
Aura-healthcare|hrv-analysis | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Heart Rate Variability Analysis System
**Date:** July 2018
**Owner:** Aura Healthcare R&D Team
**Status:** Pre-Implementation Requirements
## 1. Executive Summary
We intend to develop a specialized analytical system designed to transform raw cardiac inter-beat interval data into clinically relevan... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** RR-Interval Preprocessing
**Statement:** The system shall provide methods to remove outliers and ectopic beats from RR-interval signals to produce Normal-to-Normal intervals suitable for analysis.
**Rationale:** Behavioral cue from system documentation ... |
```md
# System Context
The **HRV Analysis System** is a specialized Python library for Heart Rate Variability (HRV) signal processing and feature extraction. It transforms raw RR-interval data into clinically meaningful metrics across multiple analytical domains (time, frequency, geometrical, and non-linear). The sy... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph and related documents.
* **Input:** Dependency graph (nodes/edges), package files, `pyproject.toml`, `README.md`.
* **Output:** A concise, high-level stakeholder intent document written... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and documents.
This is a Heart Rate Variability (HRV) analysis Python package. Let me analyze what I can infer:
From the documents:
1. The system is a Python packag... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Python package called "hrv-analysis" (Heart Rate Variability analysis).
Let me analyze what I have:
1. **Dependency Graph**: Shows 3 main packages:
- `hrvanalysis` (836 LO... |
AuthMe|AuthMeReloaded | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Server Authentication & Security Suite
## 1. Executive Summary
We intend to develop a comprehensive security layer for our multiplayer server environment to mitigate the risks associated with identity theft and unauthorized access. In offline or hybrid server modes, the platform does not inherently... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** User Authentication
**Statement:** The system shall allow registered players to authenticate their identity using a secret credential before accessing protected game resources.
**Rationale:** Dependency relationship indicates a dedicated login process module ... |
# AuthMeReloaded C4 Architecture Design Document
## System Context
AuthMeReloaded is a server-side authentication plugin for Minecraft servers running on Bukkit, Spigot, or Paper APIs. It provides comprehensive player authentication, security, and account management functionality to prevent username stealing and un... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Input:** Dependency graph (nodes/edges), package structure (nodes/files), README.md content.
* **Output:** A concise, high-level sta... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, context files).
* **Constraints:**
* DO NOT reference source code, files, file... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (README.md).
Let me analyze the input:
1. **System Identity**: AuthMeReloaded - A Minecraft server authentication plugin for Bukkit/Spigot/Paper
2. **Key Features**: Player authent... |
AuthorizeNet|sdk-java | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Authorize.Net Java Integration SDK
**Date:** [Pre-Implementation]
**Author:** Authorize.Net Product & Engineering Leadership
**Subject:** Strategic Intent for Java Developer Integration Library
## 1. Executive Summary
We intend to develop a comprehensive Java Software Development Kit (SDK) to empo... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Payment Transaction Processing
**Statement:** The system shall support authorization and capture of payment transactions using credit cards, bank accounts, and tokenized payment methods.
**Rationale:** Dependency relationship between controller packages... |
# Authorize.Net Java SDK - C4 Architecture Design Document
## System Context
The Authorize.Net Java SDK is a client library that enables Java applications to integrate with the Authorize.Net payment gateway API. It provides a strongly-typed, object-oriented interface for merchants to process payments, manage custom... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), package-file structure, and relevant documents (pom.xml, README.md).
* **Task:** Infer the original stakeholder and product intent from this data.
* **Output:** A concise, high-level stakeholder intent docume... | The user wants me to generate functional and non-functional requirements for the Authorize.Net Java SDK based on the provided dependency graph, repository structure, and documentation. I need to follow IEEE 29148 standards and the specific output format provided.
Key information from the input:
1. This is an SDK (Soft... | The user wants me to generate a C4 Design document for the Authorize.Net Java SDK based on the provided dependency graph, repository structure, and contextual files (pom.xml, README.md).
Let me analyze the evidence:
1. **System Purpose**: This is a Java SDK (Software Development Kit) for integrating with the Authoriz... |
AutoHotkey|AutoHotkey | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Requirements: Windows Automation Utility
**Date:** Pre-Implementation
**Author:** Product Lead
**Subject:** Intent for Macro-Creation and Automation Software
## 1. Executive Summary
I intend to develop a free, open-source utility designed to empower Windows users to eliminate repetitive manual ta... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Script Execution
**Statement:** The system shall execute user-defined automation scripts written in the AutoHotkey scripting language
**Rationale:** Dependency relationship between main source component and script execution modules indicates core interpreter ... |
# AutoHotkey C4 Architecture Document
## System Context
AutoHotkey is a desktop automation utility that enables users to create scripts for automating repetitive tasks through a custom scripting language. The system provides hotkey definitions, window manipulation, input simulation, and integration with Windows sys... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated structural info/documents).
* **Input:** Dependency graph nodes/edges, package files, README content.
* **Output:** A concise, high-level stakeholder inte... | The user is asking me to generate functional and non-functional requirements based on the provided dependency graph, structural information, and relevant documents. This appears to be for the AutoHotkey automation software system.
Let me analyze what I have:
1. **Dependency Graph**: Shows components and their relatio... | The user wants me to create a C4 Design document for the AutoHotkey software system based on the provided dependency graph, structural information, and documentation. I need to analyze this as a software architect reverse-engineering the intended architecture.
Let me analyze what I have:
1. **System Type**: AutoHotke... |
AutoLidarPerception|segmenters_lib | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: LiDAR Segmentation Library for Autonomous Perception
## Vision
As we develop autonomous vehicle systems, I need a robust, reusable segmentation library that transforms raw LiDAR point cloud data into structured, meaningful information for downstream perception tasks. This library must serve as... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Point Cloud Input Reception
**Statement:** The system shall accept raw LiDAR point cloud data from an external sensor interface.
**Rationale:** Observed interaction with standard point cloud message formats indicates the system acts as a consumer of raw senso... |
# AutoLidarPerception - Segmenters Library C4 Design Document
## System Context
The Segmenters Library is a core perception component within an autonomous vehicle's LiDAR processing pipeline. It provides modular, configurable point cloud segmentation algorithms that separate ground from non-ground points and extrac... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and related documentation for a system called "AutoLidarPerception|segmenters_lib".
I need to write a high-level stakeholder intent document in first person, as if written before the software existed.
Key constraints:
- Do NOT refere... | The user wants me to generate functional and non-functional requirements for a LiDAR perception system based on the provided dependency graph, repository structure, and documentation.
**Analysis of Input Data:**
1. **Dependency Graph:**
* `segmenters_lib` is the core component.
* It has internal componen... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a software system called "AutoLidarPerception|segmenters_lib".
Let me analyze the input:
1. **Dependency Graph**: Shows nodes representing components and packages with their fa... |
AutoParams|AutoParams | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# AutoParams Product Vision Document
## Executive Summary
I am requesting the development of a Java testing framework that eliminates the repetitive, time-consuming work of manually creating test data for parameterized unit tests. Our development teams spend excessive time writing boilerplate code to construct test... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Automatic Parameter Generation for Parameterized Tests
**Statement:** The system shall automatically generate test parameters for parameterized test methods without requiring manual test data preparation.
**Rationale:** The system's core purpose is to reduce ... |
```mermaid
C4Context
title System Context diagram for AutoParams Library
Person(developer, "Java Developer", "A software engineer writing unit tests for Java applications")
System_Ext(junit, "JUnit 5", "Java testing framework that executes parameterized tests")
System_Ext(spring, "Spring Framework", ... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and structural information about a software system.
Looking at the data:
1. The package names are heavily focused on "autoparams" - this appears to be a testing library for Java
2. Key packages include:
- autoparams (core)
... | The user wants me to generate a requirements document based on the provided dependency graph, structural information, and contextual files. I need to follow the IEEE 29148 style and the output format provided.
Key observations from the input:
1. **System Purpose**: This appears to be a Java testing library called "Au... | The user wants me to generate a C4 Design document for a software system based on the provided dependency graph, structural information, and relevant documents.
Let me analyze what I have:
1. **Dependency Graph**: Shows packages and their relationships (fan-in/fan-out)
2. **Package Structure**: Detailed listing of pa... |
AutoViML|AutoViz | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# AutoViz Product Vision and Requirements Document
## Stakeholder Intent
As a data analytics leader, I need a solution that eliminates the friction between data ingestion and actionable insights. Our teams spend excessive time writing repetitive visualization code, and many stakeholders lack the technical expertise... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Data Ingestion Flexibility
**Statement:** The system shall accept data input via file path or in-memory structured data objects.
**Rationale:** Derived from Observed interaction regarding input method versatility.
**Acceptance Criteria:**
- System accepts a v... |
# AutoViz C4 Architecture Design Document
## System Context
AutoViz is a Python library that automates data visualization and data quality assessment. It enables users to generate insightful visualizations from any dataset with minimal code, supporting multiple output formats and interactive dashboards.
### Primar... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph and documentation for the AutoViz system. I need to write a high-level stakeholder intent document in first person, as if written before the software existed.
Key information from the dependency graph:
- Main package: auto... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Reconstruct intended software requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, file names, co... | The user wants me to generate a C4 Design document for the AutoViz library based on the provided dependency graph, structural information, and documentation.
Let me analyze the information:
1. **System Purpose**: AutoViz is a Python library for automated data visualization. It allows users to visualize any dataset wi... |
AutoViML|Auto_ViML | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent Document: Auto_ViML
**Date:** [Pre-Implementation]
**Author:** Product Leadership / Data Science Strategy
**Subject:** Vision for Automated Interpretable Machine Learning Accelerator
## 1. Vision Statement
We are building **Auto_ViML**, a rapid prototyping engine designed to accelerate the machine ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-format Data Input
**Statement:** The system shall accept input data in multiple formats including CSV files, text files, or in-memory dataframes without requiring format conversion by the user.
**Rationale:** Dependency relationship indicates unified da... |
# C4 Design Document: Auto_ViML AutoML Library
## System Context
Auto_ViML is an Automated Machine Learning (AutoML) library designed to enable data scientists to rapidly build high-performance, interpretable machine learning models with minimal manual intervention. The system automates the complete ML pipeline fro... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated documents like README, requirements.txt).
* **Output:** A concise, high-level stakeholder intent document in the first person ("I" or "We"), written as if befor... | The user wants me to generate functional and non-functional requirements for the AutoViML system based on the provided dependency graph, repository structure, and documentation (README.md, requirements.txt).
I need to follow the strict output format and constraints:
1. NO references to source code, files, file names, ... | The user wants me to create a C4 Design document for the AutoViML repository. I need to analyze the provided information:
1. **Dependency Graph**: Shows package structure with nodes for AutoViML|Auto_ViML (setup package) and autoviml (main package with 7366 LOC)
2. **Repository Structure**: Shows modular package organ... |
Autodesk|hubble | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Hubble Enterprise System Vision
## Objective
We require a centralized visibility platform to monitor the health, usage, and collaboration patterns across our GitHub Enterprise appliance. Currently, we lack automated insight into how our development teams utilize the platform, which organizations are active, and th... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Data Collection
**Statement:** The system shall query the GitHub Enterprise appliance to retrieve collaboration, usage, and health metrics.
**Rationale:** Implied system role based on the dependency relationship between the core updater and data retrieval mod... |
# C4 Design Document - Hubble Enterprise
## System Context
Hubble Enterprise is an analytics and visualization system for GitHub Enterprise appliances. It provides organizational insights into collaboration patterns, repository usage, and platform health metrics. The system operates through two distinct components:... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context documents).
* **Input:** Dependency graph (nodes/edges), Package-Files list, Context Documents (Dockerfile, READMEs).
* **Output:** A concise, high-level stakehold... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and contextual files (READMEs, Dockerfile, etc.).
I need to follow specific constraints:
1. **DO NOT** reference source code, files, file names, configuration files, or... | The user is asking me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture from the available evidence.
Let me analyze what I have:
1. **Dependency Graph**: S... |
Avature|lxd-image-server | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: LXD Image Distribution Platform
## 1. Executive Summary
We need to build a centralized, secure, and scalable image server that enables our infrastructure teams to publish, distribute, and manage LXD container images efficiently. This system will serve as the single source of truth for container art... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Simplestreams Image Server Creation
**Statement:** The system shall create and configure a simplestreams-compliant LXD image server on top of a web server.
**Rationale:** The system's primary purpose is to host and distribute LXD container images using the si... |
# C4 Design Document - LXD Image Server
## System Context
The LXD Image Server is a specialized image distribution system that enables organizations to host, manage, and distribute LXD container images using the Simplestreams protocol. It serves as a central repository where clients can discover, download, and publ... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), package files structure, context documents (Dockerfile, requirements.txt, README.md).
* **Task:** Infer the original stakeholder and product intent from this system.
* **Output:** A concise, high-level stakeh... | The user wants me to generate functional and non-functional requirements for the lxd-image-server system based on the provided dependency graph, structural information, and contextual documents (Dockerfile, requirements.txt, README.md).
I need to follow strict guidelines:
1. DO NOT reference source code, files, file n... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the lxd-image-server repository.
Let me analyze the information:
**Repository Structure Analysis:**
1. **Main Package Structure:**
- `lxd_image_server` - Main package
... |
AvinashSingh786|Fraud-Analysis | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Insurance Fraud Analysis & Prevention System
## 1. Executive Summary
As the lead stakeholder for Risk Management, I am initiating the development of a comprehensive Fraud Analysis System designed to identify, analyze, and prevent fraudulent insurance claims. Our primary objective is to protect orga... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Synthetic Database Generation
**Statement:** The system shall generate a synthetic database containing insurance claim records with meaningful random data for analysis purposes.
**Rationale:** Dependency relationship indicates a dedicated database creation mo... |
# Fraud Analysis System - C4 Architecture Document
## System Context
The Fraud Analysis System is a standalone analytical application designed to detect fraudulent insurance claims through a multi-phase data processing pipeline. The system transforms raw insurance claim data through sequential stages including data... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated documents like `requirements.txt` and `README.md`).
* **Output:** A concise, high-level stakeholder intent document written in the first person ("I" or "We"), a... | The user wants me to generate functional and non-functional requirements for a Fraud Analysis system based on the provided dependency graph, repository structure, and contextual documents.
Let me analyze the input:
1. **System Purpose**: Fraud analysis of insurance claims
2. **Repository Structure**: Package structur... | The user wants me to generate a C4 Design document based on the provided repository structure, dependency graph, and context files. This appears to be a Python-based fraud analysis project for insurance claims.
Let me analyze what I have:
1. **Repository Structure:**
- Main package: `AvinashSingh786|Fraud-Analysis... |
AxioDL|metaforce | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Metaforce Product Vision & Requirements
## 1. Executive Summary
We intend to build **Metaforce**, a modern, native game runtime designed to execute the original *Metroid Prime* experience on contemporary hardware. Our goal is to preserve the legacy gameplay, narrative, and atmosphere of the original title while re... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Game World Initialization
**Statement:** The system shall initialize and load game world data from an external data source upon execution.
**Rationale:** Derived from dependency relationship between the core execution engine and world management subsystems.
*... |
# C4 Design Document: Metaforce Game Engine
## System Context
Metaforce is a reverse-engineered, cross-platform native reimplementation of the 2002 GameCube title Metroid Prime. The system provides a complete game engine capable of loading original game assets and executing the game logic across multiple operating ... | The user wants me to generate a stakeholder intent document based on the provided dependency graph, structural information, and relevant documents.
**Analysis of the Input:**
1. **Dependency Graph & Nodes:**
* **Core Package:** `AxioDL|metaforce.Runtime` is the central hub. It has high fan-in and fan-out.
... | The user wants me to generate functional and non-functional requirements for a software system called "Metaforce" based on the provided dependency graph, structural information, and contextual files (documents).
I need to follow strict constraints:
1. **DO NOT** reference source code, files, file names, configuration... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse-engineering task for a game engine/reimplementation project called Metaforce.
Let me analyze the evidence:
1. **System Purpose**: This is a reverse-engineered, n... |
Azanor|Baubles | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Bauble Slot Integration Platform
## 1. Executive Summary
I intend to build a foundational platform for the Minecraft modding ecosystem that expands the standard player inventory capabilities. Currently, the game limits players to a fixed set of equipment slots, restricting gameplay depth and item v... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Player Accessory Slots
**Statement:** The system shall provide seven distinct accessory slots for the player inventory, specifically designated for amulet, belt, head, body, charm, and two ring types.
**Rationale:** Based on the implied system role as an inve... |
# Baubles Mod Architecture
## System Context
The Baubles system is a Minecraft mod API that extends the player inventory system by adding 7 accessory slots (amulet, belt, head, body, charm, and 2 ring slots). The system is designed as a foundational library for other mods to integrate their own bauble items without... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context files).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written as if before the software existed.
* **Focus:** What... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, repository structure, and contextual files.
**System Analysis:**
1. **System Name:** Baubles (based on `archivesBaseName` and README).
2. **Context:** It's a Minecraft mod (indicated... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This appears to be a Minecraft mod called "Baubles" that adds accessory slots to player inventory.
Let me analyze the evidence:
1. **System Purpose**: From the README, this is a M... |
AzimoLabs|Language-Switcher-Tile | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Intent: Global Language Accessibility Module
## 1. Strategic Objective
As we expand Azimo’s financial services globally, we recognize that language accessibility is a critical barrier to adoption. Our primary goal is to eliminate friction for users who need to switch their device's language contex... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Quick Settings Tile Interface
**Statement:** The system shall provide a quick settings panel tile that is discoverable and configurable by the user for language selection purposes.
**Rationale:** Dependency relationship between the tile service package and th... |
# Language Switcher Tile - C4 Architecture Documentation
## System Context
The Language Switcher Tile is an Android utility application that provides system-level language switching functionality through Android's Quick Settings panel. The system enables users to change their device language without navigating thro... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written before the software existed).
* **Constraints:** Do NOT reference ... | The user is asking me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual files. However, I need to be very careful here because:
1. The system appears to be an Android application (based on the package structure with com.azimo, build.grad... | The user wants me to create a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture from the available evidence.
Let me analyze what I have:
1. **Dependency Graph**: Shows p... |
AzimoLabs|Review-Reporter | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Automated Review Reporter System
**Date:** Pre-Implementation
**Owner:** Product & Operations Leadership
**Subject:** Intent for Automated User Feedback Management Tool
## 1. Executive Summary
We intend to build a centralized automation service designed to bridge the gap between our Android applic... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** External Review Retrieval
**Statement:** The system shall retrieve user reviews from an external mobile application store at defined intervals.
**Rationale:** Implied system role: The system functions as an automation agent to monitor external user feedback. ... |
# System Context
The Review Reporter is an automated bot assistant designed to streamline the management of Android application user reviews. It operates as a standalone Java tool that integrates multiple external services to gather feedback, filter duplicates, and route issues to the appropriate channels (Slack for... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes, edges), structural information (package files), and relevant documents (build.gradle, README.md).
* **Task:** Infer the original stakeholder and product intent from this data.
* **Output:** A concise, high-level st... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements based on provided evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, fil... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (build.gradle, README.md).
1. **Analyze the Input:**
* **System Name:** Review Reporter (com.azimo.tool).
* **Purpose:** A bot assistant that integrates Google Play, Sl... |
AzureAD|microsoft-authentication-library-for-android | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# MSAL for Android - Stakeholder Intent Document
## Vision Statement
I need to build a secure, developer-friendly authentication library for Android applications that enables seamless integration with the Microsoft identity platform. This library must allow our customers to authenticate users, acquire security toke... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Interactive Authentication Flow
**Statement:** The system shall initiate an interactive authentication session by redirecting the user to a secure browser or system web view to obtain authorization codes from the identity provider.
**Rationale:** Based on the... |
# System Context
The **MSAL for Android** system is a comprehensive authentication library and associated testing infrastructure designed to enable Android applications to interact securely with the Microsoft identity platform. The system functions as both a consumable SDK for third-party developers and a robust int... | The user wants me to generate a stakeholder intent document based on the provided dependency graph, structural information, and relevant documents. This appears to be the Microsoft Authentication Library (MSAL) for Android based on the README.md content.
I need to write this as if I'm a stakeholder (product manager, e... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements using ONLY provided evidence (dependency graph, repository structure, contextual files like README.md, build.gradle).
* **Constraints:**
* DO... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (build.gradle and README.md).
1. **Analyze the Input:**
* **Nodes:** A list of Java packages with their IDs, Names, Types, LOC (Lines of Code), FanIn, and FanOut.
* **E... |
Azure|DotNetty | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: High-Performance Networking Framework for .NET
**Date:** Pre-Implementation
**Author:** Technical Strategy Team
**Subject:** Strategic Intent for Asynchronous Network Application Framework
## 1. Executive Summary
We intend to build a robust, high-performance networking framework for the .NET ecosy... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Connection Lifecycle Management
**Statement:** The system shall provide mechanisms to establish, configure, monitor, and terminate network connections.
**Rationale:** Dependency relationship between transport and channel modules indicates a need for abstracte... |
# DotNetty Framework Architecture
## System Context
DotNetty is an asynchronous event-driven network application framework for rapid development of maintainable high-performance protocol servers and clients. It is a .NET port of the Java Netty framework, providing a consistent API and architecture for building netw... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and structural information of a software system.
The system is clearly "DotNetty", which is a port of Netty for .NET.
I need to write a stakeholder intent document in the first person, as if written *before* the software existed.
This ... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and contextual files.
**Analysis of Input:**
1. **Dependency Graph:**
* Nodes represent namespaces/packages (e.g., `DotNetty.Buffers`, `DotNetty.Codecs.Http`, `D... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the input:
1. **Dependency Graph**: Shows nodes (namespaces/packages) with their LOC, FanIn, FanOut, and edges showing dependencies between them.
2. **Package-File... |
Azure|azure-c-shared-utility | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Azure C Shared Utility - Stakeholder Intent Document
## Vision
We need to build a foundational C library that enables secure, reliable, and portable connectivity for IoT devices across diverse hardware platforms and operating systems. This library will serve as the common infrastructure for all Azure IoT SDK comp... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** TLS/SSL Communication Support
**Statement:** The system shall provide secure communication capabilities through multiple TLS/SSL implementation options.
**Rationale:** Dependency relationship shows multiple TLS implementations available for different pl... |
# Azure C Shared Utility - C4 Design Document
## System Context
The Azure C Shared Utility is a foundational C library that provides common functionality for Azure IoT SDK development. It serves as a portability layer between application code and platform-specific implementations, enabling Azure IoT applications to... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and structural information about a software system. The system appears to be "azure-c-shared-utility" - a C library providing common functionality for Azure IoT SDK.
Let me analyze what I can see from the data:
1. **System Nam... | The user wants me to generate functional and non-functional requirements for the Azure C Shared Utility system based on the provided dependency graph, repository structure, and contextual files.
I need to follow strict rules:
1. Do NOT reference source code, files, file names, configuration files, or implementation ar... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the Azure C Shared Utility repository.
Let me analyze the information:
1. **System Purpose**: This is a C library providing common functionality for basic tasks (string manipul... |
Azure|azure-cli-dev-tools | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Azure CLI Development Tools (azdev) - Stakeholder Intent Document
## Vision Statement
I am building a comprehensive development toolkit to streamline the contribution process for Azure CLI command modules and extensions. This tool will empower both new and experienced developers to maintain consistent quality sta... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Development Environment Initialization
**Statement:** The system shall configure a local development environment including virtual environment creation and dependency installation upon execution of the setup command.
**Rationale:** Dependency relationship bet... |
# C4 Design Document: Azure CLI Dev Tools (azdev)
## System Context
The **Azure CLI Dev Tools** system is a comprehensive development toolkit designed to streamline the contribution workflow for Azure CLI command modules and extensions. It serves as a centralized platform for developers to manage code quality, gene... | The user wants me to generate a stakeholder intent document based on a dependency graph and related documents for what appears to be the "azdev" tool - Microsoft Azure CLI Dev Tools.
Let me analyze what I can see from the data:
1. **Main Package**: `azdev` - Microsoft Azure CLI Dev Tools
2. **Purpose**: A development... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements (Functional & Non-Functional) based *only* on provided evidence (Dependency Graph, Repository Structure, Contextual Files).
* **Constraints:**
... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is for the Azure CLI Dev Tools (azdev) repository.
Let me analyze the information:
1. **System Purpose**: The `azdev` tool is designed to aid developers in contributing to Az... |
Azure|azure-functions-java-worker | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Azure Functions Java Worker - Product Vision Document
## Executive Summary
As the Azure Functions team, we need to enable Java developers to build and deploy serverless applications on our platform with the same ease and performance as other supported languages. Currently, Java developers face significant barrier... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Function Execution
**Statement:** The system shall execute user-defined Java functions upon receiving invocation requests from the Azure Functions Host
**Rationale:** Dependency relationship between worker.handler and worker.broker packages indicates request ... |
# C4 Design Document: Azure Functions Java Worker
## System Context
The Azure Functions Java Worker is a language worker runtime that enables Java applications to execute as Azure Functions. It operates as a sidecar process alongside the Azure Functions Host, communicating via gRPC to receive function invocations a... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph and related documents for what appears to be the Azure Functions Java Worker project.
Let me analyze what I'm seeing:
1. **Package Structure**: The dependency graph shows packages like `com.microsoft.azure.functions.worke... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and contextual documents. This is the Azure Functions Java Worker project.
Let me analyze the evidence:
1. **Dependency Graph**: Shows packages related to Azure Functions... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture from the available evidence.
Let me analyze the input:
1. **Dependency Graph**: Shows p... |
Azure|azure-iot-sdk-python | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Azure IoT Device SDK for Python
## 1. Executive Summary
As the Azure IoT Platform team, our primary objective is to empower Python developers to build robust, scalable, and secure Internet of Things (IoT) solutions that seamlessly integrate with the Azure IoT ecosystem. Currently, developers face s... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Device-to-Cloud Message Transmission
**Statement:** The system shall enable devices to send telemetry messages to Azure IoT Hub with support for custom properties and message payloads up to 256KB
**Rationale:** Dependency relationship between IoTHub client co... |
# C4 Design Document: Azure IoT Device SDK for Python
## System Context
The Azure IoT Device SDK for Python is a client library that enables Python developers to create IoT device and module applications that connect to Azure IoT Hub and Azure IoT Device Provisioning Service. The system operates as an edge componen... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), structural information (package files), and relevant documents (READMEs, docs).
* **Task:** Reverse-engineer the original stakeholder and product intent from the dependency graph.
* **Output:** A concise, hig... | The user wants me to generate functional and non-functional requirements for the Azure IoT Device SDK for Python system based on the provided dependency graph, repository structure, and contextual files.
I need to follow the strict output format provided in the instructions:
1. Functional Requirements section with spe... | The user is asking me to generate a C4 Design document based on the dependency graph, structural information, and relevant documents provided. This is a reverse engineering task where I need to infer the intended software architecture of the Azure IoT Device SDK for Python.
Let me analyze the input:
1. **Dependency G... |
Azure|azure-kusto-python | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Azure Data Explorer Python Integration
## 1. Mission Statement
We aim to empower Python developers and data scientists to seamlessly interact with Azure Data Explorer (Kusto). Our goal is to provide a robust, secure, and intuitive interface that allows users to execute analytical queries and ingest... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Query Execution
**Statement:** The system shall execute analytical queries against a connected data cluster and return structured result sets.
**Rationale:** Based on Observed interaction with data retrieval modules indicating read operations.
**Acceptance Cr... |
# Azure Kusto Python SDK - C4 Architecture Document
## System Context
The Azure Kusto Python SDK is a client library that enables Python applications to interact with Azure Data Explorer (Kusto) clusters. It provides two primary capabilities: querying data from Kusto databases and ingesting data into Kusto tables. ... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), structural information (package files), and relevant documents (pyproject.toml, READMEs).
* **Task:** Reverse-engineer the original stakeholder and product intent from the dependency graph and context.
* **Ou... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, files, f... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture of the Azure Kusto Python SDK repository.
Let me analyze the input:
1. **Dependency Gra... |
Azure|azure-service-bus-java | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Azure Service Bus Java Client Library - Stakeholder Intent Document
## Vision Statement
As a cloud platform provider, I need to deliver a reliable, enterprise-grade messaging service that enables developers to build decoupled, scalable distributed systems. This Java client library will empower our customers to se... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Message Transmission
**Statement:** The system shall enable the sending of messages to designated Queues and Topics within the messaging platform.
**Rationale:** Dependency relationship between core messaging primitives and transport layers implies bidirectio... |
# C4 Design Document: Azure Service Bus Java Client Library
## System Context
The Azure Service Bus Java Client Library provides a comprehensive SDK for Java applications to interact with Azure Service Bus, a fully managed enterprise message broker. This library enables decoupled communication between distributed s... | The user is asking me to generate a stakeholder intent document based on a dependency graph and related information about the Azure Service Bus Java client library. I need to write this as if I'm a stakeholder writing requirements BEFORE the software was built.
Let me analyze what I can infer from the dependency graph... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, structural information, and contextual files.
I need to act as a senior requirements engineer and produce a requirements document that looks professional and follows IEEE 29148 standar... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a Java library for Azure Service Bus.
Let me analyze the input:
1. **Dependency Graph Analysis:**
- Root package: `com.microsoft.azure.servicebus`
- Sub-packages:
... |
Azure|iotedgedev | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Azure IoT Edge Development Tool — Stakeholder Intent Document
## Vision Statement
As the Azure IoT Edge platform grows, we recognize that developers face significant friction when building, testing, and deploying edge solutions. Our goal is to create a unified development tool that eliminates setup complexity, st... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Solution Scaffolding
**Statement:** The system shall initialize a new IoT Edge development solution structure containing default configuration files and module templates.
**Rationale:** Derived from the implied system role of a development lifecycle tool that... |
# C4 Design Document: Azure IoT Edge Dev Tool
## System Context
The Azure IoT Edge Dev Tool is a comprehensive command-line interface (CLI) application designed to streamline the entire Azure IoT Edge development lifecycle. It serves as the primary development experience for engineers building, testing, and deployi... | The user wants me to generate a stakeholder intent document based on the provided dependency graph, structural information, and relevant documents. This is essentially reverse-engineering the product intent from the technical artifacts.
Key information from the artifacts:
1. **Package Name**: iotedgedev (Azure IoT Ed... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and contextual files.
The system is the "Azure IoT Edge Dev Tool" (iotedgedev).
I need to follow the IEEE 29148 style requirements format.
I must NOT reference source cod... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the architecture of the "Azure IoT Edge Dev Tool" (iotedgedev) from the available evidence.
Let me analyze what I have:
1.... |
BAILOOL|ANMS-Codes | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: Efficient Adaptive Non-Maximal Suppression (ANMS) Framework
**Date:** Pre-Implementation Phase
**Owner:** Computer Vision Research & Development Team
**Subject:** Strategic Intent for High-Performance Keypoint Distribution System
### 1. Executive Vision
We intend to develop a speciali... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Keypoint Extraction and Suppression
**Statement:** The system shall extract spatial keypoints from input images and apply adaptive non-maximal suppression to ensure homogeneous spatial distribution.
**Rationale:** Core algorithmic purpose derived from depende... |
# ANMS-Codes System Architecture
## System Context
The ANMS-Codes system provides efficient implementations of Adaptive Non-Maximal Suppression (ANMS) algorithms for computer vision applications. The system's core responsibility is to select spatially distributed keypoints from images in a homogeneous manner, which... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph and associated documents.
* **Output:** A concise, high-level stakeholder intent document (first person, pre-implementation).
* **Focus:** What the software accomplishes, business/opera... | The user is asking me to generate functional and non-functional requirements for a software system based on the provided dependency graph, structural information, and contextual files (README files, CMakeLists.txt, etc.).
However, I need to follow the critical restrictions:
- DO NOT reference source code, files, file ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the ANMS-Codes repository.
Let me analyze the input:
1. **Dependency Graph**: Shows components with IDs, names, types, LOC, FanIn, FanOut. Most components have 0 FanIn/FanOut w... |
BCN3D|BCN3DSigma-Firmware | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# BCN3D Sigma Printer Firmware - Stakeholder Intent Document
## Vision Statement
I am building firmware for the BCN3D Sigma 3D Printer to deliver a reliable, user-friendly printing experience that leverages our unique dual-extruder design while providing professional-grade print quality and ease of use.
## Busines... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Dual Extruder Control
**Statement:** The system shall support independent control of two extruder mechanisms for simultaneous or alternating material deposition.
**Rationale:** Dependency relationship between hardware configuration and motion logic indicates ... |
# BCN3D Sigma Firmware - C4 Architecture Design Document
## System Context
The BCN3D Sigma Firmware is an embedded control system that orchestrates the operation of BCN3D Sigma 3D printers. It serves as the bridge between high-level print instructions (G-code) and physical hardware actuators (motors, heaters, senso... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documents. The system appears to be BCN3D Sigma Firmware, which is a 3D printer firmware based on Marlin.
Let me analyze what I can infer:
1. **System Type**: This is embedded firmware for a 3D printer (BCN3D Sigma... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Reconstruct intended software requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Input:**
* Dependency Graph (Nodes & Edges - mostly showing f... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This appears to be a 3D printer firmware repository based on Marlin.
Let me analyze the information:
1. **System Overview**: This is BCN3D Sigma Firmware, which is a modified vers... |
BCV-Uniandes|DMS | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# DMN System: Stakeholder Intent Document
## Vision Statement
We are building a semantic segmentation system that bridges computer vision and natural language understanding. Our goal is to enable users to identify and segment specific objects within images using natural language queries, rather than relying on pred... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Natural Language Guided Instance Segmentation
**Statement:** The system shall perform semantic instance segmentation of images guided by natural language queries.
**Rationale:** Core system purpose defined as semantic segmentation based on natural langu... |
# C4 Design Document: DMN-PyTorch
## System Context
The **DMN-PyTorch** system is a research-grade machine learning platform for Dynamic Multimodal Instance Segmentation guided by natural language queries. It enables users to segment objects in images based on textual descriptions, combining computer vision and nat... | The user wants me to generate a stakeholder intent document based on a dependency graph and related documents for a system called "dmn_pytorch".
Let me analyze what I can infer from the provided information:
1. **System Name**: DMN (Dynamic Multimodal Instance Segmentation)
2. **Purpose**: Semantic Segmentation based... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and documents (setup.py and README.md).
Key information extracted from the input:
1. **System Name**: DMN (Dynamic Multimodal Instance Segmentation) - dmn_pytorch
2. **P... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (setup.py, README.md).
This is a Python repository for a research project called "dmn-pytorch" (Dynamic Multimodal Instance Segmentation guided by natural language queries).
Let me... |
BFergerson|Journey | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Intent: Journey Browser Integration Library
**Date:** Pre-Implementation
**Owner:** Product & Engineering Leadership
**Subject:** Open-Source Cross-Platform Browser Embedding for Java
## 1. Executive Summary
We intend to develop a robust, open-source software library that enables Java-based deskt... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Cross-Platform Browser Rendering
**Statement:** The system shall provide a browser view component capable of rendering web content on Linux 64-bit, macOS 64-bit, Windows 32-bit, and Windows 64-bit platforms.
**Rationale:** The dependency structure shows... |
# Journey Browser C4 Design Document
## System Context
The Journey Browser is a Java library that provides cross-platform web browser functionality by embedding Chromium via the Chromium Embedded Framework (CEF). It serves as an open-source alternative to commercial solutions like JxBrowser, enabling Java applicati... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), package-file structure, build.gradle (dependencies, tasks), README.md (features, usage, version matrix).
* **Task:** Reverse-engineer the stakeholder and product intent from this data.
* **Output:** A concise... | The user wants me to generate a requirements document based on the provided dependency graph, repository structure, and contextual files (build.gradle, README.md). I need to follow IEEE 29148 style requirements and adhere to strict constraints about not referencing code, files, or implementation details.
Let me analyz... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (build.gradle, README.md).
Let me analyze the information:
1. **System Purpose**: Journey is a JCEF-powered cross-platform web browser library for Java. It's designed as an open-so... |
BLKSerene|Wordless | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision Statement: Wordless Integrated Corpus Tool
**Date:** October 2018
**Author:** Lead Product Owner
**Version:** 1.0 (Initial Concept)
## 1. Executive Summary
We aim to develop **Wordless**, a comprehensive, desktop-based software solution designed to empower researchers, linguists, and translators in... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Corpus File Management
**Statement:** The system shall allow users to import, organize, and manage text corpora, including the assignment of metadata tags to files.
**Rationale:** Dependency relationship indicates a dedicated file area module responsible for ... |
# C4 Design Document: Wordless
## System Context
Wordless is a desktop application designed for corpus linguistics research, enabling researchers to analyze language patterns, extract linguistic features, and visualize results across multiple languages. The system operates as a self-contained desktop tool with no s... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph and structural information about a software system called "Wordless".
I need to write a concise, high-level stakeholder intent document in first person, as if written before the software existed.
Key constraints:
- Do NOT... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, repository structure, and documentation (README.md).
**Critical Restrictions:**
1. **DO NOT** reference source code, files, file names, configuration files, or implementation artifact... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and README file. This is a reverse engineering task where I need to infer the intended software architecture of the Wordless repository.
Let me analyze the evidence:
1. **System Purpose**: From the READM... |
BRAINSia|BRAINSTools | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: BRAINSTools Suite
**Date:** [Pre-Implementation]
**Author:** SINAPSE Lab Leadership & Research Engineering Team
**Subject:** Unified Neuroimaging Processing Pipeline Requirements
## 1. Executive Summary
We intend to develop **BRAINSTools**, a comprehensive, interoperable suite of command-line appl... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Automated Image Registration
**Statement:** The system shall align multiple medical image volumes into a common coordinate space using affine or non-linear transformation models.
**Rationale:** Dependency relationship between alignment components and transfor... |
```mermaid
C4Context
title System Context diagram for BRAINSTools
Enterprise_Boundary(b0, "Medical Imaging Environment") {
Person(researcher, "Medical Imaging Researcher", "A scientist or clinician using brain imaging analysis tools")
Person(developer, "Tool Developer", "A developer extending or ma... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related build files for a system called "BRAINSTools".
1. **Analyze the Input:**
* **Dependency Graph:** Shows nodes like `BRAINSROIAuto`, `BRAINSResample`, `BRAINSFit`, `DWIConvert`, `BRAINSABC`, `BRAINSConstellatio... | The user wants me to generate functional and non-functional requirements for a software system called "BRAINSTools" based on the provided dependency graph, structural information, and contextual files.
I need to follow specific constraints:
1. **DO NOT** reference source code, files, file names, configuration files, ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the BRAINSTools project.
Let me analyze the input:
1. **Dependency Graph**: Shows components with their LOC (Lines of Code), FanIn, and FanOut. Most components have 0 FanIn/Fan... |
BSVogler|WurfelEngineSDK | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Wurfel Engine SDK
**Date:** Pre-Implementation
**Owner:** Development Team
**Subject:** Strategic Intent for Isometric 3D Game Development Toolkit
## 1. Executive Summary
We intend to build a lightweight, code-centric software development kit (SDK) designed to empower developers to create cross-pl... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Engine Initialization and Launch
**Statement:** The system shall initialize the game engine core components and establish the main application loop upon launch.
**Rationale:** Dependency relationship between core engine package and launcher components i... |
# Wurfel Engine SDK - C4 Architecture Design Document
## System Context
The Wurfel Engine SDK is a cross-platform 3D game engine with isometric rendering capabilities, designed for Java developers to build games through code-first configuration. It operates as an SDK rather than a standalone application, requiring ... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated structural info/docs).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the software existed (pro... | The user wants me to generate functional and non-functional requirements for the WurfelEngine system based on the provided dependency graph, repository structure, and contextual documents.
Let me analyze the inputs:
1. **Dependency Graph**: Shows packages and their relationships. Key packages include:
- Core engin... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files for the Wurfel Engine SDK.
Let me analyze the input:
1. **Dependency Graph**: Shows packages with their LOC, FanIn, FanOut, and dependencies between them
2. **Package Structure**: De... |
BVLC|caffe | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Caffe: Deep Learning Framework Vision Document
## Executive Summary
We need to build a high-performance deep learning framework that enables researchers and practitioners to train, deploy, and experiment with convolutional neural networks for computer vision tasks. This system must balance research flexibility wi... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Model Definition and Loading
**Statement:** The system shall allow users to define neural network architectures using a declarative specification format that supports layer configuration, connectivity, and parameter settings.
**Rationale:** Dependency relatio... |
# C4 Design Document: Caffe Deep Learning Framework
## System Context
Caffe is a deep learning framework designed for expression, speed, and modularity. It enables researchers and engineers to define, train, and deploy neural network models across CPU and GPU hardware with support for multiple programming interface... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documentation for the Caffe deep learning framework.
I need to write a first-person document that sounds like it was written before the software existed, as if I were the stakeholder defining the vision and requirem... | The user wants me to generate functional and non-functional requirements for the Caffe deep learning framework based on the provided dependency graph, repository structure, and contextual files (Dockerfiles, CMakeLists.txt, READMEs, etc.).
I need to follow strict constraints:
1. DO NOT reference source code, files, fi... | The user wants me to generate a C4 Design document for the BVLC Caffe deep learning framework based on the provided dependency graph, repository structure, and contextual files.
Let me analyze the input data:
1. **Dependency Graph Analysis:**
- Core components: `caffe.src.caffe` (2147 LOC, high fan-in of 15), `caf... |
BYU-PCCL|holodeck | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Holodeck: High-Fidelity Reinforcement Learning Simulator
## Stakeholder Intent Document
**Date:** Pre-Implementation
**Author:** Perception, Cognition and Control Lab (PCCL)
**Version:** 1.0
---
## Vision Statement
We need a high-fidelity simulation platform that enables researchers and developers to train,... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Environment Instantiation
**Statement:** The system shall provide a factory method to instantiate simulation environments with configurable world scenarios and agent configurations.
**Rationale:** Dependency relationship between test scenarios and envir... |
```mermaid
C4Context
title System Context diagram for Holodeck Simulator
Enterprise_Boundary(b0, "Research & Development Environment") {
Person(researcher, "RL Researcher", "Develops and trains reinforcement learning agents")
Person(developer, "Software Developer", "Extends and maintains the simula... | The user wants me to generate a stakeholder intent document for the Holodeck system based on the provided dependency graph, structural information, and documents.
Key observations from the provided data:
1. **System Name**: Holodeck
2. **Core Purpose**: High-fidelity simulator for reinforcement learning built on Unrea... | The user wants me to generate functional and non-functional requirements for the Holodeck system based on the provided dependency graph, repository structure, and contextual files. I need to follow IEEE 29148 style requirements documentation.
Let me analyze the evidence:
1. **System Purpose**: From README.md, Holodec... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. Let me analyze the input carefully.
**System Overview:**
From the README.md, I can see this is **Holodeck** - a high-fidelity simulator for reinforcement learning built on top of U... |
BaReinhard|Hacktoberfest-Data-Structure-and-Algorithms | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Open-Source Data Structures & Algorithms Repository
## 1. Vision Statement
We aim to build a centralized, collaborative educational resource that democratizes access to fundamental computer science concepts. This platform will serve as a definitive library for data structures and algorithms, implem... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Content Categorization
**Statement:** The system shall classify all stored implementations into distinct logical categories of Data Structures and Algorithms.
**Rationale:** Implied system role as a knowledge repository necessitates clear separation of concer... |
# C4 Design Document: Hacktoberfest Data Structures and Algorithms Repository
## System Context
The Hacktoberfest Data Structures and Algorithms Repository is an educational code collection system designed to provide modular, language-agnostic implementations of fundamental computer science concepts. The system ser... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated structural info/documents).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written as if before the software existed.
* *... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraint:** Align with IEEE 29148.
* **Input Data:**
... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This appears to be a data structures and algorithms educational repository, not a production software system.
Let me analyze what I have:
1. **Repository Purpose**: Based on READM... |
BabylonJS|BabylonNative | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Babylon Native: Product Vision & Intent Statement
**Date:** Pre-Implementation
**Author:** Product Leadership Team
**Subject:** Strategic Intent for Cross-Platform Native 3D Runtime
## 1. Vision Statement
We intend to build a high-performance, cross-platform runtime environment that allows developers to execute t... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Cross-Platform 3D Rendering
**Statement:** The system shall render 3D graphics scenes using native graphics APIs (D3D11, D3D12, Metal, OpenGL, Vulkan) across supported platforms (Windows, macOS, iOS, visionOS, Android, Linux).
**Rationale:** Dependency relati... |
```md
# Babylon Native - C4 Architecture Design Document
## System Context
Babylon Native is a cross-platform native runtime that enables JavaScript-based 3D applications to execute outside the browser. It provides the same Babylon.js API surface on native platforms including Windows, macOS, iOS, Android, Linux, an... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (CMakeLists.txt, READMEs, etc.) for a software system called "Babylon Native".
* **Task:** Reverse-engineer the original stakeholder and product i... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, structural information, and contextual files. I need to follow specific formatting rules and restrictions.
Key observations from the input:
1. **System Purpose**: Babylon Native is a ... | The user wants me to generate a C4 Design document for Babylon Native based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the input:
1. **Dependency Graph**: Shows nodes representing components, plugins, polyfills, apps, and dependencies with their LOC and fan-in/fan... |
Baekalfen|PyBoy | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# PyBoy Product Vision Document
## Stakeholder Intent
I am building PyBoy to enable researchers, developers, and enthusiasts to programmatically interact with Game Boy games at scale. My goal is to create an accessible, high-performance emulator that serves as a foundation for AI training, game analysis, and automa... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** ROM Execution
**Statement:** The system shall load and execute Game Boy ROM images provided by the user.
**Rationale:** Dependency relationship indicates a core cartridge module responsible for hardware abstraction and boot process initialization.
**Acceptanc... |
# PyBoy Game Boy Emulator - C4 Architecture Document
## System Context
PyBoy is a Game Boy emulator designed for both human gameplay and AI/ML research. It provides a high-performance emulation engine with a Pythonic API, enabling users to interact with emulated games programmatically. The system prioritizes perfor... | The user is asking me to generate a stakeholder intent document based on a dependency graph and related documents for what appears to be PyBoy - a Game Boy emulator written in Python.
Let me analyze the information provided:
1. **What the system is**: PyBoy is a Game Boy emulator written in Python/Cython
2. **Key cap... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraint:** Use ONLY provided evidence (dependency graph, struc... | The user wants me to generate a C4 Design document for the PyBoy Game Boy emulator based on the provided dependency graph, structural information, and contextual files.
Let me analyze the information provided:
1. **Dependency Graph Analysis:**
- `pyboy` (2309 LOC, 6 fan-in, 4 fan-out) - Main package
- `pyboy.co... |
Baeldung|spring-security-oauth | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Secure Identity and Access Management Platform: Strategic Intent
## 1. Executive Summary
As our digital ecosystem expands into a distributed architecture of microservices and diverse client applications, we must establish a unified, robust, and standards-compliant Identity and Access Management (IAM) foundation. T... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** User Authentication
**Statement:** The system shall provide an authentication mechanism allowing users to obtain access tokens upon successful credential verification.
**Rationale:** Dependency relationship between the authentication module and user managemen... |
# System Context
This system implements a comprehensive Spring Security OAuth2 reference architecture that demonstrates multiple OAuth2 and OpenID Connect patterns across various deployment scenarios. The system serves as both a production-ready security framework and an educational resource for implementing secure ... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package names, files), and relevant documents (pom.xml, READMEs).
* **Task:** Infer the original stakeholder and product intent from this data.
* **Output:** A concise, high-level... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual documents (pom.xml, READMEs).
**Critical Restrictions:**
1. **NO** reference to source code, file names, configuration files, or implementation artifacts (e.g., `pom.xm... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Spring Security OAuth project.
Let me analyze the input:
1. **Dependency Graph**: Shows package relationships with FanIn/FanOut metrics
2. **Repository Structure**: Multiple ... |
Baeldung|spring-security-registration | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Secure User Management System: Stakeholder Intent Document
## 1. Vision and Objective
I am commissioning the development of a robust, secure user authentication and management platform. The primary objective is to establish a foundational system that handles the complete user lifecycle—from registration to access ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** User Registration with Email Verification
**Statement:** The system shall allow new users to register by providing personal details and shall require email verification before account activation.
**Rationale:** Dependency relationship between registration and... |
# C4 Design Document: Spring Security Login and Registration System
## System Context
The Spring Security Login and Registration System is a comprehensive authentication and user management platform that provides secure user registration, login, and account management capabilities. The system implements enterprise-... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Output:** A concise, high-level stakeholder intent document in first person (as if written before the software existed).
* **Focus:*... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and contextual files (pom.xml, README.md).
I need to follow strict constraints:
1. **DO NOT** reference source code, files, file names, configuration files, or implementa... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (pom.xml, README.md).
Let me analyze the evidence:
1. **System Purpose**: This is a Spring Security Login and Registration system. The README clearly states it's a "Login and Regis... |
Baidu-AIP|python-sdk | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Baidu AI Platform Integration Solution
**Stakeholder:** Baidu AI Platform Product Team
**Date:** Pre-Implementation
**Objective:** Democratize access to enterprise-grade Artificial Intelligence capabilities for Python developers.
## 1. Business Problem & Opportunity
Currently, integrating adva... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Optical Character Recognition
**Statement:** The system shall provide functionality to extract text content from image data.
**Rationale:** Implied system role derived from specialized module presence for text extraction tasks.
**Acceptance Criteria:**
- Syst... |
# C4 Design Document: Baidu AIP SDK
## System Context
The Baidu AIP SDK is a client-side software library that provides a unified programmatic interface to Baidu's AI Platform cloud services. It enables application developers to integrate various AI capabilities—including computer vision, natural language processin... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated context files like `setup.py`, `README.md`).
* **Input:** A dependency graph (nodes and edges), structural information (package/files), and context documents (`setup.py`, `REA... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Reconstruct intended software requirements from partial evidence (dependency graph, repository structure, contextual files) aligned with IEEE 29148.
* **Input:**
* Dependency Graph (Nodes: `... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a Python SDK for Baidu AIP (AI Platform) services.
Let me analyze the input:
1. **Dependency Graph**: Shows a single package `aip` with 1718 LOC, no external dependencies ... |
BakerJQ|RxRetroHttp | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# RxRetroHttp Product Intent Document
## Vision Statement
I need an Android HTTP request library that simplifies integrating multiple third-party APIs within a single application. Our team frequently encounters scenarios where different services require different response formats, base URLs, and HTTP configurations... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multiple API Result Structure Support
**Statement:** The system shall support multiple distinct API result data structures within a single application context
**Rationale:** Dependency relationship between entity packages (weather, github, gank) and core libr... |
# RxRetroHttp System Architecture
## System Context
RxRetroHttp is an Android HTTP client library that provides a unified, reactive interface for consuming REST APIs with support for multiple base URLs, custom response structures, and advanced request management. The system sits between Android applications and ext... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documents. I need to write this as if I were the product owner or stakeholder who defined the requirements BEFORE the software was built.
Key observations from the dependency graph and documents:
1. This is an Andr... | The user is asking me to generate functional and non-functional requirements for a system based on dependency graph, structural information, and relevant documents (README, build.gradle).
This is an Android HTTP request library called "RxRetroHttp" that supports multiple API result data structures and multiple URLs.
... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (build.gradle and README.md).
Let me analyze what I have:
1. **Repository Structure**: This is an Android project with two main packages:
- `com.bakerj.rxretrohttp` - The librar... |
BanManagement|BanManager | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# BanManager Product Intent Document
## Vision Statement
I need a comprehensive, cross-platform moderation system for Minecraft server networks that empowers administrators to manage player behavior effectively while maintaining consistent enforcement across all servers in the network. This system must be reliable,... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Player Punishment Management
**Statement:** The system shall allow authorized staff to issue permanent and temporary bans, mutes, and warnings to players, including name-based and IP-based variations.
**Rationale:** Dependency relationship between command pac... |
# BanManager C4 Architecture Design Document
## System Context
BanManager is a comprehensive moderation and punishment management system designed for Minecraft server networks. It provides a unified platform for managing player bans, mutes, warnings, reports, and notes across multiple Minecraft server platforms whi... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph and structural information for a software system.
Looking at the data provided:
1. This is a dependency graph for "BanManager" - a Minecraft plugin
2. The package structure shows support for multiple Minecraft platforms: B... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, structural information, and relevant documents.
I need to analyze the input carefully:
1. **Dependency Graph**: Shows package structure with nodes representing packages and edges repr... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture of the BanManager repository.
Let me analyze the information:
1. **System Overview**: T... |
Bareflank|hypervisor | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Bareflank Hypervisor Framework: Stakeholder Intent Document
## 1. Mission Statement
I intend to build a modular, extensible hypervisor framework that serves as a foundational platform for developing custom virtualization solutions. This system must enable researchers and developers to implement complex virtualizat... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Virtual Machine Lifecycle Management
**Statement:** The system shall provide capabilities to create, initialize, execute, suspend, and destroy virtual machine instances.
**Rationale:** Dependency relationship between virtual machine management components and ... |
# Bareflank Hypervisor C4 Design Document
## System Context
Bareflank is a modular hypervisor framework that provides a foundation for building custom virtualization solutions. It abstracts hardware virtualization capabilities across multiple architectures while providing a clean interface for guest operating syste... | The user wants me to generate a stakeholder intent document based on the provided dependency graph, structural information, and relevant documents.
The document should be written in the first person, as if written before the software existed.
It should focus on:
- What the software needs to accomplish
- Business or ope... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, files, f... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. I need to reason step by step before writing the document, but I should not output the analysis notes - only the final C4 document.
Let me analyze what I'm seeing:
1. **System Ove... |
Barqawiz|Shakkala | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Shakkala Product Vision & Intent Document
**Date:** [Pre-Implementation]
**Owner:** Shakkala Product Team
**Subject:** Automated Arabic Text Vocalization System
## 1. Executive Summary
We intend to develop **Shakkala**, an intelligent software solution designed to automatically resolve ambiguity in written Arabic... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Arabic Text Input Processing
**Statement:** The system shall accept unvocalized Arabic text as input and convert it into a numerical representation suitable for neural network processing.
**Rationale:** Observed interaction between text input preparation and ... |
```md
# System Context
The Shakkala system is a specialized Arabic text diacritization engine designed to automatically add vowel marks (حركات/تشكيل) to Arabic text. This capability significantly enhances text-to-speech (TTS) systems, improves search result quality, and supports natural language processing tasks for... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/documents).
* **Input:** Dependency graph nodes/edges (minimal info), package structure, `requirements.txt`, `README.md`.
* **Output:** A concise, high-level stake... | The user wants me to generate functional and non-functional requirements for the Shakkala system based on the provided dependency graph, structural information, and contextual documents (requirements.txt and README.md).
I need to follow the strict output format and constraints:
1. No code references, file names, or im... | The user wants me to generate a C4 Design document for the Shakkala project based on the provided dependency graph, structural information, and relevant documents.
Let me analyze what I have:
1. **Package Structure:**
- `shakkala` (main package, 191 LOC, FanIn=0, FanOut=0)
- `Barqawiz|Shakkala` (package, 20 LOC... |
Barracuda09|SATPI | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# SAT>IP Server Project Vision & Requirements
**Date:** [Pre-Implementation]
**Author:** Product Lead
**Version:** 1.0
## 1. Executive Summary
We are building a centralized network television streaming server designed to virtualize physical satellite, terrestrial, and cable tuners. The primary objective is to enabl... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** SAT>IP Server Operation
**Statement:** The system shall operate as a SAT>IP server, advertising available tuner resources and stream capabilities to client devices over the network.
**Rationale:** Dependency relationship between network communication componen... |
# C4 Design Document - SatPI SAT>IP Server
## System Context
SatPI is a Linux-based SAT>IP server that enables DVB (Digital Video Broadcasting) content to be streamed over IP networks using the SAT>IP protocol. The system transforms physical DVB tuner signals into IP streams that can be consumed by various TV clien... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and related documents (Makefile, README.md).
I need to write a stakeholder intent document in the first person, as if written *before* the software existed.
The document should focus on:
- What the software needs to accomplish.
- Busin... | The user wants me to generate functional and non-functional requirements for a system called "SatPI" based on the provided dependency graph, repository structure, and contextual files (Makefile, README.md).
I need to follow strict instructions:
1. **DO NOT reference source code, files, file names, configuration files... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (Makefile and README.md).
I need to:
1. Identify the overall purpose of the system
2. Determine the system boundary and external actors/systems
3. Infer the main containers from rep... |
Bashfuscator|Bashfuscator | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Bash Obfuscation Toolkit
## Vision Statement
We intend to build a versatile, modular toolkit designed to transform standard Bash scripts and commands into complex, obfuscated payloads. Our primary goal is to empower security professionals to test the resilience of detection systems. This system... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Command Line Obfuscation
**Statement:** The system shall accept a Bash command string as input and generate an obfuscated equivalent that executes identically at runtime.
**Rationale:** Core system purpose is to obfuscate Bash commands for security testing an... |
# Bashfuscator C4 Architecture Design Document
## System Context
Bashfuscator is a modular Python-based framework designed to generate obfuscated Bash scripts and commands. It serves both Red Team operations (bypassing static detection mechanisms) and Blue Team defensive testing (creating detection datasets). The s... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), as if written *before* the software existed.
... | The user wants me to generate functional and non-functional requirements for the Bashfuscator system based on the provided dependency graph, repository structure, and contextual files (setup.py, docs/Makefile, README.md).
I need to:
1. Infer system purpose and scope from the README and structure
2. Define system bound... | The user wants me to generate a C4 Design document for the Bashfuscator system based on the provided dependency graph, structural information, and contextual files.
Let me analyze what I have:
1. **System Type**: Bashfuscator is a modular and extendable Bash obfuscation framework written in Python 3
2. **Purpose**: G... |
BasioMeusPuga|Lector | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Lector Desktop Ebook Reader
## 1. Executive Summary
I intend to build **Lector**, a comprehensive, open-source desktop application designed to serve as a unified hub for reading, managing, and organizing personal digital libraries. The primary goal is to eliminate the fragmentation users face when ... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-format ebook support
**Statement:** The system shall support opening and rendering content from PDF, EPUB, DJVU, FB2, MOBI, AZW variants, comic book archives, and Markdown formats.
**Rationale:** Dependency relationship indicates multiple speciali... |
# C4 Design Document - Lector Ebook Reader
## System Context
Lector is a desktop ebook reader application designed for end users to consume, organize, and annotate digital books across multiple formats. The system operates as a standalone desktop application with no server-side components, managing a local library ... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph, structural information, and relevant documents.
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), as if written *before* the softw... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, repository structure, and contextual files (requirements.txt, README.md).
I need to follow specific constraints:
1. DO NOT reference source code, files, file names, configuration files... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a software system called "Lector".
Let me analyze what I have:
1. **System Overview**: Lector is a Qt-based ebook reader application written in Python. It supports multiple ebo... |
BasioMeusPuga|twitchy | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Twitchy
**Stakeholder:** Product Owner
**Date:** Pre-Implementation
**Subject:** Intent and Requirements for Lightweight Twitch Streaming Solution
### 1. Core Objective
I am building a lightweight application to enable efficient Twitch.tv consumption on Linux systems. My primary motivation is to s... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Channel Subscription Management
**Statement:** The system shall allow users to add, remove, and synchronize channel subscriptions to a local persistent store.
**Rationale:** Derived from the Implied system role of a subscription manager and Observed interacti... |
# Twitchy C4 Architecture Design Document
## System Context
Twitchy is a command-line interface (CLI) application designed to provide a lightweight, CPU-efficient alternative to browser-based Twitch.tv viewing on Linux desktop systems. The system enables users to discover, track, and watch Twitch streams through a ... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/documents).
* **Input:** Dependency graph (nodes/edges), package files, setup.cfg, README.md.
* **Output:** A concise, high-level stakeholder intent document in fi... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements (Functional & Non-Functional) based on provided evidence (Dependency graph, Repository structure, Context files).
* **Constraints:**
* DO NOT... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a software system called "twitchy".
Let me analyze what I have:
1. **Dependency Graph**: Shows packages and their relationships
- `twitchy` (main package, 1374 LOC, FanIn=1,... |
BastiaanJansen|otp-java | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Secure Authentication Utility
## Executive Summary
I am establishing the vision for a secure authentication utility designed to simplify the integration of two-factor authentication (2FA) into Java-based applications. Our current ecosystem lacks a standardized, lightweight tool for managing One... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Secure Secret Generation
**Statement:** The system shall generate cryptographically secure secrets encoded in a standardized format suitable for one-time password algorithms.
**Rationale:** Based on the Implied system role as a cryptographic utility, the syst... |
# C4 Design Document: OTP-Java Library
## System Context
The OTP-Java system is a client-side library that provides one-time password (OTP) generation and verification capabilities for Java applications. It implements industry-standard RFC specifications for secure authentication workflows.
**Primary Actors:**
- *... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Input:** Dependency graph (nodes/edges), Package-Files (structure), Documents (pom.xml, README.md).
* **Output:** A concise, high-le... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT reference source code, files, f... | The user wants me to create a C4 Design document based on the provided dependency graph, structural information, and relevant documents (pom.xml, README.md).
Let me analyze what I have:
1. **Dependency Graph:**
- Package hierarchy: com → com.bastiaanjansen → com.bastiaanjansen.otp → com.bastiaanjansen.otp.helpers
... |
BatchDrake|SigDigger | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: SigDigger Digital Signal Analyzer
## 1. Executive Summary
I am building SigDigger to bridge the gap between simple radio listening tools and complex, code-heavy software-defined radio (SDR) frameworks. My goal is to provide a free, accessible, and powerful desktop application that allows operators ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Source Signal Acquisition
**Statement:** The system shall support signal acquisition from multiple source types including SDR hardware devices, audio files, standard input, and tone generators.
**Rationale:** Dependency relationship between SourceConfig... |
# C4 Design Document: SigDigger Digital Signal Analyzer
## System Context
SigDigger is a desktop-based digital signal analyzer that enables users to extract information from unknown radio signals in real-time. The system serves as a comprehensive SDR (Software Defined Radio) frontend that bridges hardware devices w... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and supporting documents like README).
* **Input:** Dependency graph (nodes, edges, package files), README content.
* **Output:** A concise, high-level stakeholder intent document in f... | The user is asking me to generate functional and non-functional requirements for SigDigger based on the provided dependency graph, repository structure, and README documentation.
I need to follow the IEEE 29148 standard format and create requirements that:
1. Are atomic, testable, non-redundant, and clearly scoped
2. ... | The user wants me to generate a C4 Design document for SigDigger, a digital signal analyzer application. I need to analyze the provided dependency graph, repository structure, and README to infer the intended software architecture.
Let me reason through the key architectural elements:
1. **System Purpose**: SigDigger... |
BayesWatch|deep-kernel-transfer | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Intent & Vision: Bayesian Meta-Learning Evaluation Platform
**Date:** Pre-Implementation
**Author:** Product & Research Leadership
**Subject:** Strategic Requirements for Few-Shot Learning Framework
## 1. Strategic Objective
We require a unified software platform designed to address the critical challenge ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Dataset Loading and Preparation
**Statement:** The system shall support loading and preparing multiple benchmark datasets for few-shot learning tasks including CUB, mini-ImageNet, Omniglot, EMNIST, and QMUL.
**Rationale:** Dependency relationship shows dedica... |
# Deep Kernel Transfer (DKT) System - C4 Design Document
## System Context
The Deep Kernel Transfer (DKT) system is a research platform for Bayesian meta-learning in few-shot learning scenarios. It provides a unified framework for training, evaluating, and comparing multiple meta-learning algorithms (DKT, MAML, Pro... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated documents).
* **Input:** Dependency graph (nodes, edges), package files structure, README documents.
* **Output:** A concise, high-level stakeholder intent document in f... | The user wants me to generate a requirements document based on the provided dependency graph, repository structure, and documentation (README files). I need to follow IEEE 29148 standards and write as if the requirements were defined before implementation.
Key observations from the input:
1. **System Purpose**: This ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a reverse engineering task where I need to infer the intended software architecture from the evidence.
Let me analyze the evidence:
1. **Repository Purpose**: This is a Py... |
BayesWatch|sequential-imagenet-dataloader | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: High-Performance ImageNet Training Pipeline
## Executive Summary
We need to build a specialized data ingestion system designed to eliminate I/O bottlenecks during large-scale deep learning model training. Our primary objective is to significantly reduce the time required to train computer vision mo... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Dataset Preprocessing
**Statement:** The system shall convert ImageNet dataset files into LMDB binary format for sequential loading
**Rationale:** Dependency relationship between preprocessing module and data loader indicates sequential data flow requirement
... |
# C4 Design Document: Sequential ImageNet DataLoader
## System Context
The Sequential ImageNet DataLoader is a high-performance data loading library designed to integrate with PyTorch-based deep learning workflows. It addresses the critical bottleneck of dataset loading during model training, particularly when stor... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), as if written *before* the software existed.
... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and documents. This is a PyTorch ImageNet DataLoader system called "sequential-imagenet-dataloader" or "pytorch-imagenet-dataloader".
Let me analyze what I can infer:
1... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (setup.py, README.md).
I need to infer the intended software architecture of this repository.
Let me analyze what I have:
1. **Repository Structure:**
- Package: `BayesWatch|se... |
BayesWitnesses|m2cgen | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Model 2 Code Generator (m2cgen)
## Vision Statement
We aim to eliminate the friction between machine learning model training and production deployment by providing a lightweight tool that transpiles trained statistical models into standalone, native code across a wide variety of programming languag... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Model-to-Code Transpilation
**Statement:** The system shall transpile trained statistical machine learning models into native executable code in a target programming language.
**Rationale:** Dependency relationship between the core m2cgen package and multiple... |
# System Context
The **m2cgen (Model 2 Code Generator)** system is a specialized transpilation engine designed to bridge the gap between the Machine Learning development lifecycle and production deployment environments. Its primary responsibility is to ingest serialized statistical models trained in Python-based fra... | The user wants me to reverse-engineer a stakeholder intent document from the provided dependency graph and structural information.
**Analysis of the Input Data:**
1. **Package Name:** `m2cgen` (Model 2 Code Generator).
2. **Core Functionality:** The dependency graph shows a clear split between `assemblers` (convert... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and contextual files. The system appears to be "m2cgen" - a model-to-code generator that transpiles trained statistical models into native code across multiple programming ... | The user wants a C4 Design document based on the provided dependency graph, structural information, and contextual files for the `m2cgen` repository.
**1. Analyze the Input:**
* **System Name:** m2cgen (Model 2 Code Generator).
* **Purpose:** Transpile trained statistical models into native code (Python, C, Java,... |
Bazist|HArray | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: High-Performance In-Memory Indexing Engine
**Date:** [Pre-Implementation]
**Author:** Lead Systems Architect
**Subject:** Requirements for Next-Generation Key-Value Storage
## 1. Executive Summary
I am defining the strategic requirements for a new in-memory data container designed to solve critica... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Key-Value Insertion
**Statement:** The system shall allow the insertion of variable-length keys associated with specific values into the in-memory structure.
**Rationale:** Based on Behavioral cue indicating support for diverse key types and sizes without fix... |
```md
# System Context
The HArray system is a high-performance, in-memory key-value storage library built on an optimized Trie data structure. It provides C++ developers with a specialized container for storing and retrieving variable-length keys with predictable latency, memory efficiency, and advanced querying cap... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph, structural information, and relevant documents.
* **Input:** Dependency graph nodes/edges (showing components like `HArray`, `HArray.src`, `HArray.benchmark`), Package-Files (... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Reconstruct intended software requirements from partial evidence (dependency graph, repository structure, contextual files) aligned with IEEE 29148.
* **Input:**
* Dependency Graph (Nodes: C... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (CMakeLists.txt, README.md).
Let me analyze what I have:
1. **Dependency Graph:**
- Three main nodes: HArray.harray (component, 1486 LOC), HArray.src (component, 4006 LOC), HArr... |
BeanieODM|beanie | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Modern Asynchronous Data Access Layer for MongoDB
## 1. Vision Statement
We aim to build a robust, asynchronous data mapping layer that allows Python developers to interact with MongoDB collections using intuitive, object-oriented patterns. Our goal is to eliminate the friction between application ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Document CRUD Operations
**Statement:** The system shall support creating, reading, updating, and deleting documents in a MongoDB collection through Pythonic class-based models.
**Rationale:** Dependency relationship between document models and query interfac... |
# Beanie ODM - C4 Design Document
## System Context
Beanie is an asynchronous Python Object-Document Mapper (ODM) library that provides a high-level, Pythonic interface for interacting with MongoDB databases. The system sits between Python application code and MongoDB, abstracting database operations while maintain... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and provided context files).
* **Input:** Dependency graph (nodes, edges), package-file structure, `pyproject.toml`, `README.md`.
* **Output:** A concise, high-level sta... | The user wants me to generate a requirements document based on the provided dependency graph, repository structure, and contextual files (pyproject.toml, README.md). I need to follow strict guidelines:
1. DO NOT reference source code, files, file names, configuration files, or implementation artifacts
2. Evidence must... | The user wants me to generate a C4 Design document for the Beanie ODM library based on the provided dependency graph, structural information, and contextual files (pyproject.toml, README.md).
Let me analyze what I have:
1. **System Purpose**: Beanie is an asynchronous Python ODM (Object-Document Mapper) for MongoDB. ... |
Bearded-Hen|Android-Bootstrap | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Android UI Design Toolkit
**Date:** Pre-Development Phase
**Author:** Product Leadership
**Subject:** Strategic Intent for Android-Bootstrap Solution
## 1. Strategic Objective
We intend to deliver a comprehensive UI component system that bridges the gap between web and mobile development. Our prim... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Bootstrap-Styled View Rendering
**Statement:** The system shall provide a collection of Android UI views that render with styling consistent with the Twitter Bootstrap Specification.
**Rationale:** Core system purpose is to enable developers to apply Bootstra... |
```mermaid
C4Context
title System Context diagram for Android Bootstrap Library
Enterprise_Boundary(b0, "Android Ecosystem") {
Person(developer, "Android Developer", "Developer integrating Bootstrap-style UI components into Android applications")
Person_Ext(user, "End User", "End user of the Androi... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided structural/contextual info).
* **Input:** Dependency graph (nodes/edges), package structure, file lists, build.gradle, README.md.
* **Output:** A concise, high-level stake... | The user is asking me to generate functional and non-functional requirements for an Android Bootstrap library based on the provided dependency graph, package structure, and documentation (README.md, build.gradle).
Let me analyze what I have:
1. **System Type**: This is an Android UI component library that provides Bo... | The user is asking me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is an Android Bootstrap library repository.
Let me analyze what I have:
1. **Dependency Graph**: Shows packages and their relationships
- com.beardedhen.androidbootstr... |
BedirT|ACM-ICPC-Preparation | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Algorithmic Mastery Curriculum
**Author:** Program Lead, NAU ACM Chapter
**Date:** Pre-Implementation
**Subject:** Stakeholder Intent for Competitive Programming & Interview Preparation Repository
## 1. Vision Statement
We intend to build a centralized, structured educational repository designed t... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Curriculum Organization
**Statement:** The system shall organize learning content into sequential weekly modules covering specific algorithmic topics.
**Rationale:** Based on the dependency relationship between curriculum weeks and the observed interaction of... |
# ACM-ICPC Preparation Curriculum - C4 Design Document
## System Context
The ACM-ICPC Preparation Curriculum is an educational software repository designed to teach algorithms and data structures for competitive programming. It serves as a structured learning platform where students can systematically progress thro... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph and associated documents.
The input includes:
1. **Dependency Graph Data**: Nodes representing packages (Week01 to Week05, vanilla_implementations vs solutions) and Edges (mostly empty in the provided text, but the structu... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and documentation (README files).
**System Analysis:**
1. **System Purpose:** Based on the README.md and Week-specific READMEs, this is an educational curriculum reposito... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (README files).
This is a reverse engineering task where I need to infer the software architecture from the given evidence.
Let me analyze what I have:
1. **Dependency Graph**: Sh... |
BehaviorTree|BehaviorTree.CPP | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: BehaviorTree.CPP Framework
## Executive Summary
We need to build a flexible, reactive behavior tree framework for robotics and AI applications that enables rapid development of complex decision-making systems. Current solutions are either too rigid (hard-coded state machines), too slow (interprete... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Behavior Definition
**Statement:** The system shall allow users to define behavior logic using structured markup and scripting languages without recompilation.
**Rationale:** Dependency relationship between definition components and execution engines implies ... |
```mermaid
C4Context
title System Context diagram for BehaviorTree.CPP
Person(developer, "Developer", "Creates and integrates behavior trees for robotics, games, or automation")
Person(system_operator, "System Operator", "Deploys, monitors, and debugs running behavior tree systems")
Person_Ext(groot_... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph of the BehaviorTree.CPP library.
Looking at the dependency graph and documents, I can see:
1. **Core Purpose**: This is a C++ library for creating Behavior Trees, primarily for robotics but also applicable to game AI and ... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements (Functional & Non-Functional) from partial evidence (dependency graph, repository structure, contextual files).
* **Constraints:**
* DO NOT r... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the BehaviorTree.CPP repository.
Let me analyze the evidence:
1. **System Overview**: This is a C++17 library for creating Behavior Trees, primarily used in robotics but applic... |
BelledonneCommunications|flexisip | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Flexisip Product Vision & Requirements Document
**Date:** [Pre-Implementation]
**Author:** Product Strategy Team
**Version:** 1.0
## 1. Executive Summary
We are building **Flexisip**, a comprehensive, modular, and scalable SIP server suite designed to power next-generation VoIP services. Our goal is to provide a ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** SIP Registration Management
**Statement:** The system shall register SIP users, maintain registration state, and route incoming requests to registered endpoints.
**Rationale:** Dependency relationship shows registrar component with high fan-in (12) and high L... |
# Flexisip C4 Architecture Design Document
## System Context
Flexisip is a comprehensive, modular, and scalable SIP server suite that provides telecommunication infrastructure for VoIP services. It serves as the central routing and management hub for SIP-based communications, supporting user registration, presence,... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documentation for a system called "Flexisip".
**Key Observations from the Data:**
1. **System Name:** Flexisip (BelledonneCommunications|flexisip).
2. **Type:** SIP Server Suite (Proxy, Presence, Conference, B2BU... | The user wants me to generate functional and non-functional requirements for a system called "Flexisip" based on the provided dependency graph, repository structure, and contextual files (CMakeLists.txt, README.md, Dockerfile, etc.).
I need to:
1. Infer system purpose and scope from the evidence
2. Define system bound... | The user wants me to generate a C4 Design document for Flexisip based on the provided dependency graph, structural information, and contextual files.
Let me analyze what I have:
1. **Dependency Graph**: Shows nodes (components) with their FanIn/FanOut relationships, LOC counts, and dependencies between them.
2. **Re... |
BenLangmead|bowtie2 | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: High-Performance Genomic Read Aligner
**Date:** Pre-Implementation
**Owner:** Bioinformatics Research Team
**Subject:** Vision and Requirements for Next-Generation Sequence Alignment Software
## 1. Executive Summary
Our goal is to develop a software tool capable of rapidly and accurat... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Reference Index Construction
**Statement:** The system shall construct an index from provided DNA reference sequences in a format optimized for rapid read alignment.
**Rationale:** Dependency relationship indicates a distinct index-building component separate... |
# C4 Design Document - Bowtie 2
## System Context
Bowtie 2 is a bioinformatics command-line application designed for ultrafast, memory-efficient alignment of DNA sequencing reads to long reference genomes. The system serves bioinformaticians, researchers, and automated pipelines that need to map millions of short D... | The user wants me to reverse-engineer the stakeholder intent from the dependency graph and documentation provided for Bowtie 2.
Key observations from the provided data:
1. **System Identity**: This is Bowtie 2, a bioinformatics tool.
2. **Core Functionality**: Aligning sequencing reads to long reference sequences (gen... | The user wants me to generate functional and non-functional requirements for the Bowtie 2 system based on the provided dependency graph, structural information, and contextual files (CMakeLists.txt, README.md, doc/README, scripts/test/README.md).
I need to follow IEEE 29148 style requirements documentation. The requir... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the Bowtie2 project.
Bowtie2 is a bioinformatics tool for aligning sequencing reads to long reference sequences. Let me analyze the provided information:
**System Purpose:**
- ... |
BenWhetton|keras-surgeon | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Neural Network Modification Utility
## Vision Statement
I intend to build a specialized utility that empowers deep learning practitioners to modify the architecture of trained neural networks without rebuilding them from scratch. Currently, experimenting with model pruning and structural changes is... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Single Layer Channel Deletion
**Statement:** The system shall provide functionality to delete specified neurons or channels from a single layer within a trained neural network model.
**Rationale:** Dependency relationship between operations module and model m... |
# C4 Design Document: Keras-Surgeon
## System Context
Keras-Surgeon is a specialized Python library that enables "network surgery" operations on trained Keras deep neural network models. The system operates within the broader TensorFlow/Keras ecosystem, providing programmatic access to modify model architectures po... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph and related documents (README, pyproject.toml).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the software exi... | The user wants me to generate functional and non-functional requirements for a system called "keras-surgeon" based on:
1. A dependency graph (package structure)
2. Repository structure information
3. Context files (pyproject.toml, README.md)
I need to follow IEEE 29148 style requirements documentation and NOT referenc... | The user wants me to generate a C4 Design document for the "keras-surgeon" repository based on the provided dependency graph, structural information, and contextual files (pyproject.toml and README.md).
Let me analyze the information:
1. **System Purpose**: This is a Python library for performing "network surgery" on... |
BentoBoxWorld|BentoBox | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Modular Island Game Platform
## 1. Executive Summary & Problem Statement
We are currently operating a Minecraft server network where players demand diverse island-style game modes (e.g., SkyBlock, AcidIsland, SkyGrid). Currently, each game mode exists as a separate, monolithic plugin. This creates ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Addon Lifecycle Management
**Statement:** The system shall provide mechanisms to load, enable, disable, and unload game mode and feature addons dynamically.
**Rationale:** Dependency relationships between the core framework and multiple addon packages indicat... |
# BentoBox C4 Architecture Design Document
## System Context
BentoBox is a modular Minecraft server plugin framework that provides core infrastructure for island-style game modes. It serves as a platform that enables server administrators to deploy and customize game modes through an addon system while providing sh... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Input:** Dependency graph (nodes/edges), structural info (packages/files), documents (build.gradle.kts, README.md).
* **Output:** A ... | The user wants me to generate functional and non-functional requirements for the BentoBox system based on the provided dependency graph, repository structure, and contextual files (build.gradle.kts and README.md).
I need to follow the strict output format provided in the instructions.
I must NOT reference source code,... | The user wants me to generate a C4 Design document for the BentoBox Minecraft plugin based on the provided dependency graph, structural information, and context files.
Let me analyze the information:
1. **System Purpose**: BentoBox is a Bukkit/Spigot/Paper Minecraft plugin that provides core features for island-style... |
BerkeleyAutomation|gqcnn | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: Autonomous Robotic Grasping Intelligence (GQCNN)
**Date:** Pre-Implementation
**Author:** Lead Research Engineer, AUTOLAB
**Subject:** Vision and Requirements for the Grasp Quality Convolutional Neural Network System
## 1. Executive Summary
We intend to develop a comprehensive softwar... | null |
# GQ-CNN System Architecture
## System Context
The GQ-CNN System provides a comprehensive framework for training, analyzing, and deploying Deep Learning models for robotic grasp quality prediction. It serves researchers and robotics engineers by bridging the gap between convolutional neural network training and rea... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph and related structural information/documents.
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), as if written *before* the software existed.
*... | null | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents.
1. **Analyze the Input:**
* **Nodes:** Python packages (`gqcnn`, `examples`, `tools`, `ros_nodes`, `BerkeleyAutomation|gqcnn`, `docs.source`).
* **Edges:** Dependencie... |
BernardoGiordano|Checkpoint | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Checkpoint Save Management System
## 1. Vision Statement
I intend to build **Checkpoint**, a unified, high-performance save management solution designed specifically for the Nintendo 3DS and Switch ecosystems. My goal is to empower homebrew users to securely back up, restore, and manage their game ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Save Data Backup and Restoration
**Statement:** The system shall allow users to create backups of save data and restore them to the target title.
**Rationale:** Core system role as a save manager requires bidirectional data transfer capabilities.
**Acceptance... |
# C4 Design Document: Checkpoint Save Manager
## System Context
Checkpoint is a cross-platform homebrew save management system for Nintendo 3DS and Switch consoles. It provides users with the ability to backup, restore, and manage game save data across both platforms through a unified graphical interface. The syste... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context like README, Makefile, package files).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the software exist... | The user wants me to generate functional and non-functional requirements for the "Checkpoint" system based on the provided dependency graph, repository structure, and contextual files (Makefile, README.md).
I need to follow the IEEE 29148 style requirements format provided in the instructions.
I must NOT reference sou... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (Makefile, README.md).
Let me analyze the input:
1. **System Overview**: This is "Checkpoint" - a homebrew save manager for Nintendo 3DS and Switch consoles, written in C++.
2. **... |
BerryWorksSoftware|edireader | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Vision: Enterprise EDI Processing Core
## 1. Executive Summary
We need to build a robust, high-performance engine to manage Electronic Data Interchange (EDI) transactions. Our business relies heavily on automated B2B communication with partners across supply chain and healthcare sectors. Currently, processi... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** EDI Standard Support
**Statement:** The system shall parse Electronic Data Interchange (EDI) messages conforming to X12 and EDIFACT standards.
**Rationale:** Dependency relationship indicates core parsing functionality is central to system purpose, with obser... |
```mermaid
C4Context
title System Context diagram for EDIReader System
Enterprise_Boundary(b0, "Enterprise Boundary") {
Person(developer, "Java Developer", "Integrates EDIReader into Java applications", $tags="v1.0")
Person(system_admin, "System Administrator", "Runs EDIReader CLI tools for batch p... | The user wants me to reverse-engineer the intent of a software system based on its dependency graph, structural information, and relevant documents (pom.xml and README.md).
I need to write a concise, high-level stakeholder intent document in the first person, as if written before the software existed.
This means I shou... | The user is asking me to generate functional and non-functional requirements for an EDI (Electronic Data Interchange) parser system based on:
1. A dependency graph showing package relationships
2. Repository structure information (package names, file lists)
3. Context documents (pom.xml, README.md)
I need to follow s... | The user wants me to generate a C4 Design document for the EDIReader system based on the provided dependency graph, structural information, and relevant documents (pom.xml, README.md).
Let me analyze the input:
1. **System Purpose**: EDIReader is a Java-based EDI (Electronic Data Interchange) parser that converts EDI... |
Bhupesh-V|tutorialdb | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Stakeholder Intent: TutorialDB
**Date:** Pre-Implementation
**Owner:** Product Lead
**Subject:** Centralized Search Engine for Development Tutorials
## 1. Strategic Vision
I intend to build **TutorialDB**, a specialized search engine designed to solve the fragmentation problem in developer educat... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Tutorial Search Capability
**Statement:** The system shall allow users to search for programming and development tutorials by keywords and categories.
**Rationale:** Behavioral cue from system purpose documentation indicates the primary function is a search e... |
# TutorialDB C4 Architecture Design Document
## System Context
TutorialDB is a specialized search engine designed to help developers and learners discover programming tutorials across the web. Unlike general search engines, TutorialDB focuses on curating and indexing tutorial content that may not be easily discover... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and provided context files like README, requirements.txt).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the ... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements (Functional & Non-Functional) based on provided evidence (Dependency Graph, Repository Structure, Context Files).
* **Constraints:**
* DO NOT... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a project called "tutorialdb".
Let me analyze the evidence:
1. **System Overview from README**:
- tutorialdb is a search engine for programming/dev tutorials
- Helps peop... |
Biarity|Sieve | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Dynamic Data Query Framework
## Executive Summary
I am defining the intent for a centralized framework designed to standardize how our web applications handle data retrieval requests. Currently, every API endpoint requires repetitive, manual implementation of sorting, filtering, and pagination logi... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Data Sorting
**Statement:** The system shall support sorting query results by one or more entity properties in ascending or descending order.
**Rationale:** Dependency relationship between service layer and model layer implies data manipulation capabilities.
... |
# Sieve Framework - C4 Architecture Design Document
## System Context
Sieve is a .NET Core framework library that provides sorting, filtering, and pagination functionality for ASP.NET Core applications. It enables developers to expose flexible query capabilities through HTTP GET endpoints without writing repetitive... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/documents).
* **Input:** Dependency graph (nodes, edges), package files, README.md, project file.
* **Output:** A concise, high-level stakeholder intent document i... | The user wants me to generate functional and non-functional requirements for the Sieve system based on the provided dependency graph, repository structure, and documentation (README.md).
I need to follow the strict output format provided in the instructions.
I must NOT reference source code, files, file names, configu... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (README, project files).
This is a reverse engineering task where I need to infer the intended software architecture from the available evidence.
Let me analyze the evidence:
1. *... |
Bihaqo|t3f | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: High-Dimensional Tensor Decomposition Library
**Stakeholder:** Research & Engineering Leadership
**Date:** Pre-Implementation
**Subject:** Strategic Requirements for Tensor Train Decomposition System
## 1. Strategic Objective
I am initiating the development of a specialized library designed to sol... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Tensor Train Decomposition Operations
**Statement:** The system shall provide core operations for creating, manipulating, and decomposing tensors using Tensor Train (TT) format representation.
**Rationale:** The system is fundamentally designed as a Ten... |
# System Context
The T3F (Tensor Train on TensorFlow) library is a specialized machine learning library that provides Tensor Train (TT) decomposition capabilities, also known as Matrix Product State (MPS) representation. This mathematical framework enables efficient representation and manipulation of high-dimensiona... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated documents).
* **Input:** Dependency graph (nodes/edges), package structure, file lists, and context documents (setup.py, README.md, docs/Makefile, docs/benchmar... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and contextual documents.
I need to analyze the input:
1. **Dependency Graph**: Shows packages like `t3f` (main package), `docs`, `docs.benchmark`. The main package `t3f`... | The user wants me to generate a C4 Design document for the t3f library based on the provided dependency graph, structural information, and contextual documents.
Let me analyze what I have:
1. **System Overview**: This is a Python library called `t3f` that implements Tensor Train (TT) decomposition (also known as Matr... |
BijoySingh|Floating-Bubble-Library-Android | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Persistent Floating Interface Library
## Vision
I am establishing a reusable software component designed to empower Android application developers to integrate persistent, interactive overlay interfaces into their products. Our goal is to enable a seamless user experience where critical actions or ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Floating Bubble Display
**Statement:** The system shall display a floating bubble UI element that remains visible across all application contexts and screen states.
**Rationale:** The dependency relationship between the sample application and the bubble libra... |
# C4 Design Document: Floating Bubble Library
## System Context
The Floating Bubble Library is an Android SDK designed to enable applications to display interactive floating UI elements (similar to chat heads) that persist across application boundaries. The library provides a complete solution for creating, configu... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural info, and documents.
* **Output:** A concise, high-level stakeholder intent document in first person (as if written before the software existed).
* **Focus:** What the softw... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and context files.
Looking at the input:
1. **Dependency Graph**: Shows a package structure with `com.bsk.floatingbubblelib` (609 LOC, high fan-in) and `com.bsk.sampleap... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This appears to be an Android library project for creating a "floating bubble" UI component (similar to Facebook's Messenger chat heads).
Let me analyze the information:
1. **Pack... |
BindsNET|bindsnet | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Biologically Inspired Neural Simulation Platform
## 1. Mission Statement
We intend to build a comprehensive software platform that enables researchers and data scientists to simulate spiking neural networks (SNNs) with the efficiency and flexibility required for modern machine learning applications... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Spiking Neural Network Simulation
**Statement:** The system shall simulate spiking neural networks with configurable neuron models, synaptic connections, and network topology on CPU and GPU hardware.
**Rationale:** The dependency graph shows core network simu... |
# System Context
The BindsNET SNN Framework is a Python-based library designed to facilitate the simulation and experimentation of Spiking Neural Networks (SNNs). It serves as a high-performance abstraction layer over PyTorch, enabling researchers to implement biologically plausible neural models, reinforcement lear... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges, package-files), context documents (Dockerfile, pyproject.toml, README.md, etc.).
* **Task:** Reverse-engineer the original stakeholder and product intent from the provided system information.
* **Output:** A c... | The user wants me to generate functional and non-functional requirements for the BindsNET system based on the provided dependency graph, repository structure, and contextual files (Dockerfile, pyproject.toml, README.md, etc.).
I need to follow the IEEE 29148 standard for requirements engineering.
I must NOT reference ... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Software Architect specializing in reverse engineering.
* **Task:** Infer the intended software architecture of a repository (BindsNET) using dependency graph, structure, and context files.
* **Output:** A C4 Design Document (System Co... |
BioMedIA|MIRTK | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Medical Image Registration ToolKit (MIRTK)
## 1. Vision and Mission
As a research lead at BioMedIA, my primary objective is to establish a unified, high-performance software environment that empowers medical imaging researchers to process, analyze, and align complex anatomical data efficiently.... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-format Medical Image Input/Output
**Statement:** The system shall support reading and writing medical image data in multiple standard formats including NIfTI, GIFTI, MetaImage, and BrainSuite surface formats.
**Rationale:** Dependency relationship betwe... |
# C4 Design Document - MIRTK (Medical Image Registration ToolKit)
## System Context
MIRTK is a research-focused medical image processing and registration toolkit that provides a comprehensive collection of libraries and command-line tools for processing, analyzing, and registering imaging data. The system serves me... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph, structural information, and relevant documents.
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (Dockerfiles, CMakeLists, RE... | The user wants me to generate functional and non-functional requirements for the MIRTK (Medical Image Registration ToolKit) system based on the provided dependency graph, repository structure, and contextual files.
I need to follow strict guidelines:
1. Use ONLY the provided information (dependency graph, structural i... | The user wants me to generate a C4 Design document for the MIRTK (Medical Image Registration ToolKit) repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: MIRTK is a medical image registration toolkit - a research-focused ... |
BioPandas|biopandas | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Structural Biology Data Analysis Library
## 1. Executive Summary
I am initiating this project to bridge the gap between structural biology data formats and modern data science workflows. Currently, researchers in computational biology struggle to analyze molecular structures because standard file f... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Molecular Structure File Parsing
**Statement:** The system shall parse and load molecular structure data from Protein Data Bank (PDB), mmCIF, MOL2, and MMTF file formats into internal memory representations.
**Rationale:** The system architecture includes dis... |
# BioPandas C4 Architecture Design Document
## System Context
BioPandas is a specialized Python library that enables computational biologists and data scientists to work with molecular structure files (PDB, MOL2, MMCIF, MMTF formats) using pandas DataFrames. The system bridges the gap between structural biology fil... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes, edges), package-file structure, and context documents (requirements.txt, README.md).
* **Task:** Generate a stakeholder intent document (first-person, pre-implementation) based on this system.
* **Constraints:** Co... | The user wants me to generate functional and non-functional requirements for a software system based on the provided dependency graph, repository structure, and documentation.
**System Analysis:**
1. **System Name:** BioPandas (inferred from package names like `biopandas`, `BioPandas|biopandas`, README content).
2. ... | The user wants me to generate a C4 Design document for the BioPandas repository based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the information provided:
1. **System Purpose**: BioPandas is a Python library for working with molecular structures (PDB, MOL2, MMCIF,... |
BishopFox|eyeballer | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Eyeballer Product Vision & Requirements Document
**Author:** BishopFox Product Team
**Date:** Pre-Implementation
**Version:** 1.0
---
## Executive Summary
We need a solution to automate the initial triage of web-based targets during large-scope network penetration tests. Currently, our analysts spend excess... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Screenshot Classification
**Statement:** The system shall classify website screenshots into predefined categories including old-looking sites, login pages, web applications, custom 404 pages, and parked domains.
**Rationale:** Dependency relationship between ... |
# C4 Design Document - Eyeballer
## System Context
Eyeballer is a machine learning-powered screenshot analysis system designed for network penetration testing. It helps security professionals efficiently triage large volumes of website screenshots by automatically classifying them into security-relevant categories.... | The user wants me to reverse-engineer a stakeholder intent document from the provided dependency graph and supporting documentation for a system called "Eyeballer" by BishopFox.
Key information I have:
1. **System Name**: Eyeballer
2. **Organization**: BishopFox (a cybersecurity/penetration testing company)
3. **Purpo... | The user wants me to generate functional and non-functional requirements for the "Eyeballer" system based on the provided dependency graph, repository structure, and documentation.
Key constraints:
1. DO NOT reference source code, files, file names, configuration files, or implementation artifacts
2. DO NOT cite techn... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files. This is a reverse engineering task where I need to infer the architectural intent from the available evidence.
Let me analyze what I have:
1. **Dependency Graph**: Shows 4 packages ... |
Bisonai|awesome-edge-machine-learning | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Edge Machine Learning Knowledge Hub
## Executive Summary
I am initiating the development of a centralized, curated knowledge hub designed to accelerate the adoption and deployment of machine learning on resource-constrained edge devices. The current landscape of Edge AI is fragmented, with critical... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Centralized Resource Aggregation
**Statement:** The system shall aggregate curated resources from distinct technical domains into a unified knowledge base.
**Rationale:** Dependency relationship between specialized resource modules and the central system indi... |
# System Context
The **Awesome Edge Machine Learning** system is a curated knowledge base platform designed to aggregate, structure, and disseminate high-quality resources related to edge machine learning. It serves as a central hub for researchers, developers, and engineers seeking information on efficient architec... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), structural information (package-files), and relevant documents (READMEs, paper summaries).
* **Task:** Infer the original stakeholder and product intent from the dependency graph and documents.
* **Output:** ... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Infer and formalize intended system requirements from partial evidence (dependency graph, repository structure, contextual files).
* **Constraint:** Use ONLY dependency graph, structural info, and con... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents.
1. **Analyze the Input:**
* **Nodes:** There's a package structure. The main package is `Bisonai|awesome-edge-machine-learning` (ID 303). It has many dependencies (fan-in fr... |
Biswa96|wslbridge2 | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: WSL Terminal Bridge
## Stakeholder Intent Document
As a developer working across both Windows and Linux environments, I need a reliable way to access my Windows Subsystem for Linux (WSL) distributions through familiar Windows terminal emulators. Currently, the default WSL terminal integration is l... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** WSL Terminal Connectivity
**Statement:** The system shall establish bidirectional communication between Windows Subsystem for Linux (WSL) and Windows terminal emulators.
**Rationale:** Implied system role as a bridge component connecting two distinct executio... |
```mermaid
C4Context
title System Context diagram for wslbridge2
Person_Ext(windows_user, "Windows User", "A user running terminal emulators on Windows")
Person_Ext(wsl_user, "WSL User", "A user running shell commands in WSL")
System_Boundary(wslbridge2_boundary, "wslbridge2 System") {
Conta... | The user wants me to reverse-engineer the intent behind the wslbridge2 system based on the provided dependency graph, file structure, and documentation.
I need to write a stakeholder intent document in first person, as if written before the software existed.
Key constraints:
- Do NOT reference the dependency graph
- ... | The user wants me to generate functional and non-functional requirements for a system called "wslbridge2" based on the provided dependency graph, repository structure, and contextual files (Dockerfile, Makefile, README.md).
I need to follow the IEEE 29148 style requirements format and the specific output structure pro... | The user wants me to generate a C4 Design document for the wslbridge2 project based on the provided dependency graph, structural information, and documents.
Let me analyze the information:
1. **System Purpose**: wslbridge2 is a tool to connect Windows Subsystem for Linux (WSL) with Windows terminal emulators and comm... |
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