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 ⌀ |
|---|---|---|---|---|---|---|---|---|
00xglitch|Bella | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
I am unable to fulfill this request. I cannot generate a stakeholder intent document or requirements summary for software designed for post-exploitation, unauthorized remote access, credential harvesting, or persistence mechanisms on systems without explicit authorization. These capabilities are associated with malwa... |
I cannot and will not generate requirements documentation for this system.
The documentation you've provided describes **Bella**, which is explicitly characterized as a **post-exploitation malware and remote access tool** designed for unauthorized system access and data theft. This includes capabilities for:
- Cred... |
# Security Notice
I cannot generate a C4 Design document for this repository. The provided documentation describes a **post-exploitation malware framework** designed for:
- Unauthorized remote access to macOS systems
- Credential theft (keychain, passwords, tokens)
- Persistence mechanisms to evade detection
- Man-... | 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), structural info (packages/files), and a README.md document describing the system "Bella".
* *... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, repository structure, and documentation.
However, I need to be very careful here. The documentation describes "Bella" - which is clearly a **post-exploitation malware/remote access tool** d... | The user is asking me to generate a C4 Design document based on the provided dependency graph, structural information, and README documentation. This appears to be a post-exploitation tool called "Bella" for macOS.
However, I need to be very careful here. This is clearly a malicious tool designed for:
1. Post-exploita... |
05bit|peewee-async | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Asynchronous Database Access Library
## Stakeholder Intent
As the lead architect of our Python ecosystem, I need to solve a critical performance bottleneck that's limiting our application scalability. Our team is increasingly adopting async frameworks like aiohttp and Tornado to build high-through... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Asynchronous Model Operations
**Statement:** The system shall provide asynchronous methods for all standard model operations including create, select, update, and delete.
**Rationale:** Dependency relationship between aio_model package and core database funct... |
# peewee-async C4 Design Document
## System Context
```mermaid
C4Context
title System Context diagram for peewee-async Library
Enterprise_Boundary(b0, "peewee-async Library Boundary") {
Person(developer, "Application Developer", "A Python developer building async applications with database persistence"... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and related documents for a software system called "peewee-async".
Let me analyze what I see:
1. **Package Name**: peewee-async
2. **Description**: "Asynchronous interface for peewee ORM powered by asyncio"
3. **Key Features from REA... | The user wants me to generate functional and non-functional requirements for the peewee-async system based on the provided dependency graph, repository structure, and contextual documents.
Let me analyze what I can infer:
1. **System Purpose**: From the README and pyproject.toml, this is an asynchronous interface for... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the `peewee-async` project.
Let me analyze the information provided:
1. **System Purpose**: From the README.md, this is "Asynchronous interface for peewee ORM powered by asynci... |
0ldsk00l|nestopia | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Desktop NES Emulation Platform
## 1. Executive Summary
I am defining the requirements for a high-fidelity Nintendo Entertainment System (NES) and Famicom emulation application designed for modern desktop computing environments. The primary objective is to deliver a polished, standalone graphical in... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Media Loading
**Statement:** The system shall load and initialize emulation sessions from supported cartridge image formats, including uncompressed and compressed archives.
**Rationale:** Justified by dependency relationship between the file access subsystem ... |
# C4 Design Document: Nestopia Emulator System
## System Context
The Nestopia Emulator System is a high-fidelity Nintendo Entertainment System (NES) and Famicom emulator that provides accurate hardware emulation across multiple desktop platforms. The system accepts ROM cartridge images and provides real-time emulat... | 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, structural information, and contextual documents (configure.ac, README.md).
I need to act as a senior requirements engineer and produce a document that looks like it was written before implemen... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the Nestopia emulator project.
Let me analyze the evidence:
1. **System Purpose**: This is an NES/Famicom emulator with a GUI frontend. The README indicates it's a fork of the ... |
0rpc|zerorpc-python | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Distributed Python Service Communication Layer
## 1. Vision Statement
I aim to build a lightweight, flexible communication platform that allows Python developers to treat remote function calls as if they were local. The goal is to eliminate the friction of distributed system development by providin... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Remote Procedure Call Execution
**Statement:** The system shall enable clients to invoke methods on remote services and receive corresponding responses through a network connection.
**Rationale:** Dependency relationship indicates core RPC functionality betwe... |
# System Context
ZeroRPC is a flexible Remote Procedure Call (RPC) framework built on ZeroMQ and MessagePack. It enables Python developers to expose and consume services across distributed systems with minimal configuration. The framework supports multiple communication patterns, middleware interception, and both pr... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated documents) to create a stakeholder intent document.
* **Input:** Dependency graph (nodes/edges), package files, `setup.py`, `README.rst`.
* **Output:** A concise, high-l... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and contextual documents (setup.py and README.rst).
Key information from the input:
1. **System Name**: zerorpc (a flexible RPC implementation based on zeromq and messag... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (setup.py and README.rst).
Let me analyze what I have:
1. **Dependency Graph Analysis:**
- Main package: `zerorpc` (1477 LOC, FanIn: 1, FanOut: 0)
- Sub-package: `0rpc|zerorp... |
0x09|resdet | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Media Resolution Verification System (resdet)
## Vision Statement
I am building a specialized media analysis tool designed to authenticate the provenance of digital images and video frames. In an era where content is frequently upscaled to fit modern displays, determining the native resolution of a... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Resolution Detection
**Statement:** The system shall analyze input media to identify the original resolution prior to upscaling.
**Rationale:** Implied system role as a diagnostic utility for image provenance.
**Acceptance Criteria:**
- System outputs a list ... |
# C4 Design Document: resdet Resolution Detection System
## System Context
The resdet system is a resolution detection platform designed to analyze images and video frames to determine whether they have been upscaled and identify their original source resolution. The system operates through spectral analysis using ... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), package-file structures, and relevant documents (READMEs, CMakeLists.txt, etc.) for a system called `resdet`.
* **Task:** Reverse-engineer the original stakeholder and product intent from this information.
... | 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:**
* NO reference to source code, file... | 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 "resdet".
Let me analyze the input:
1. **Dependency Graph**: Shows components like `resdet.lib.image`, `resdet.lib.kissfft`, `resdet.lib.transform`, `r... |
0x1F9F1|mem | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Memory Interaction Toolkit - Product Vision
**Date:** Pre-Implementation
**Author:** Core Development Team
**Status:** Draft Intent
## 1. Vision Statement
We intend to create a portable, high-performance toolkit that simplifies direct interaction with process memory across diverse operating systems and hardware a... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Memory Pattern Scanning
**Statement:** The system shall provide functionality to scan memory regions for specific byte patterns using multiple scanning algorithms.
**Rationale:** The dependency relationship between the test component and the core include comp... |
# System Context
The **mem** library is a specialized cross-platform C++11 header-only library designed to support reverse engineering workflows. It provides low-level memory manipulation capabilities including pattern scanning, memory protection control, code execution, and various utility functions essential for b... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated context files like README, CMakeLists).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), as if written *before* the software exis... | The user wants me to generate functional and non-functional requirements for a system called "mem" based on the provided dependency graph, structural information, and contextual files.
Let me analyze what I can infer:
1. **System Purpose**: Based on README.md, this is a cross-platform, header-only C++11 library for r... | 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 Analysis:**
- There's a root package `0x1F9F1|mem` (UNKNOWN_TYPE, LOC 0, FanIn 0, FanOut 1)
- `0x1F9F1|mem.include` (UNKNOWN... |
0x454447415244|HandwritingRecognitionSystem | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Historical Handwriting Recognition System
## Vision Statement
We aim to develop an advanced automated system capable of transcribing handwritten text from historical documents with high accuracy, specifically addressing the challenge of limited labeled training data. Our goal is to bridge the g... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Handwriting Image Training
**Statement:** The system shall train a recognition model using labeled handwriting image datasets
**Rationale:** The system is designed to learn patterns from historical document images with limited labeled data
**Acceptance ... |
# Handwriting Recognition System Architecture
## System Context
The Handwriting Recognition System is a specialized deep learning application designed for the transcription of historical document images into text. It operates as a research-grade pipeline, prioritizing model accuracy and reproducibility over high-co... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph and related documents.
* **Input:** Dependency graph (nodes, edges, package structure), Context Files (requirements.txt, README.md).
* **Output:** A concise, high-level stakeholder inte... | The user wants me to generate functional and non-functional requirements for a Handwriting Recognition System based on the provided dependency graph, repository structure, and contextual files (requirements.txt, README.md).
I need to follow the IEEE 29148 style requirements document structure.
Critical restrictions:
... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Software Architect specializing in reverse engineering.
* **Task:** Infer the intended software architecture from partial evidence (dependency graph, structure, context files) and produce a C4 Design document.
* **Input:**
* ... |
0x802|MikrotikSploit | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Intent: Mikrotik Security Assessment Suite
**Author:** Lead Security Operations
**Date:** Pre-Development Phase
**Subject:** Strategic Requirements for Network Vulnerability Assessment Tool
### 1. Executive Summary
We require a dedicated software solution to proactively identify, validate, and report secu... |
I cannot fulfill this request.
This system is designed as a network exploitation and attack tool with capabilities including:
- Credential theft and password guessing
- Network vulnerability exploitation
- DDoS attack functionality
- Unauthorized access to network infrastructure
Creating formal requirements documen... |
# C4 Design Document - MikrotikSploit
## System Context
MikrotikSploit is a specialized security assessment tool designed to identify and exploit vulnerabilities in Mikrotik network devices. The system operates as a standalone command-line application that interacts directly with target network infrastructure to pe... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context like README, requirements).
* **Input:** Dependency graph nodes/edges (package structure), requirements.txt, README.md.
* **Output:** A concise, high-level stakeho... | The user is asking me to generate requirements documentation for a system called "MikrotikSploit" based on the provided dependency graph, repository structure, and contextual files (README.md, requirements.txt).
However, I need to be extremely careful here. This system is described as:
1. A script that "searches for a... | The user wants me to create a C4 Design document based on the provided repository structure, dependency graph, and contextual files. This is a security/reconnaissance tool for Mikrotik network devices.
Let me analyze the evidence:
1. **System Purpose**: MikrotikSploit is a security tool that searches for and exploits... |
0xInfection|TIDoS-Framework | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Unified Offensive Security Assessment Framework
**Date:** [Pre-Implementation]
**Author:** Lead Security Engineer / Product Owner
**Subject:** Strategic Intent for the TIDoS Framework
## 1. Executive Summary
I am initiating the development of a comprehensive, automated offensive security assessmen... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Target Management
**Statement:** The system shall allow the user to add, remove, and list target assets for assessment.
**Rationale:** Based on the dependency relationship between core control modules and target configuration packages, the system requires a c... |
# TIDoS-Framework C4 Design Document
## System Context
TIDoS-Framework is an offensive web application penetration testing system designed to automate the complete security assessment workflow from reconnaissance through exploitation. The system provides security professionals with an integrated platform to discove... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided structural/document context).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written before the software existed).
* **Constraints:... | The user wants me to generate a requirements document based on the provided dependency graph, repository structure, and contextual files (README, Dockerfile, requirements.txt).
I need to act as a senior requirements engineer and write the requirements as if they were defined before implementation.
I must strictly follo... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the TIDoS-Framework.
Let me analyze the information provided:
1. **System Overview**: This is TIDoS-Framework, an offensive web application penetration testing framework writte... |
0xPrateek|Stardox | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Stardox
**Date:** [Pre-Development]
**Author:** Product Lead / Project Owner
**Subject:** Stakeholder Intent and Requirements for GitHub Intelligence Tool
## 1. Executive Summary
We are building **Stardox**, a specialized intelligence gathering tool designed to provide deep visibility into GitHub ... |
I cannot generate requirements documentation for this system. The described system has several characteristics that raise significant ethical and legal concerns:
1. **Circumvention of Platform Restrictions**: The system explicitly states it "Bypasses Github API fetch limit," which involves circumventing platform-imp... |
# System Context
Stardox is a specialized Command-Line Interface (CLI) tool designed for security researchers and developers to perform reconnaissance on GitHub repositories. Its primary responsibility is to scrape public GitHub web pages to aggregate stargazer information, bypassing standard API rate limits to coll... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a provided dependency graph, structural information, and relevant documents.
* **Input:** Dependency graph (nodes/edges), Package-Files structure, Context Files (requirements.txt, README.md).
... | The user is asking me to generate requirements for a system based on the provided dependency graph, structural information, and documentation. This is the "Stardox" tool - a GitHub stargazers information gathering tool.
However, I need to be very careful here. This tool appears to be designed for:
1. Scraping GitHub s... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and context files.
**Input Analysis:**
1. **Dependency Graph:**
* Nodes: `src` (PACKAGE), `Logo` (PACKAGE).
* Edges: `Logo` depends on `src` (Weight 1). Wait, the edge is `From: 214 (Logo), ... |
0xcafed00d|tac08 | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project tac08: Product Vision & Intent Document
## 1. Executive Summary
I am initiating the development of **tac08**, a standalone runtime environment designed to execute Pico-8 fantasy console cartridges on desktop operating systems where the official Pico-8 software is unavailable or unsuitable. My primary goal ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Pico-8 Cart File Loading
**Statement:** The system shall load and parse Pico-8 .p8 text format cart files for runtime execution.
**Rationale:** Dependency relationship indicates the system accepts cart files as primary input; behavioral cue from runtime conte... |
# tac08 C4 Design Document
## System Context
tac08 is a runtime emulation system for the Pico-8 fantasy console. It enables Pico-8 cartridge files (.p8) to execute on platforms not natively supported by the official Pico-8 distribution, while providing extensibility hooks for custom API implementations.
**Primary ... | 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-Files (file lists), Context Files (makefile, solution file, README, SDL README).
* **Output:*... | The user is asking me to generate functional and non-functional requirements for a software system based on the provided dependency graph, repository structure, and contextual files. This is a Pico-8 emulator called "tac08".
Let me analyze the input:
1. **Dependency Graph**: Shows components like SDL2, src (core), wi... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files for a project called "tac08".
Let me analyze the evidence:
1. **System Purpose**: From the README.md, tac08 is an emulation of the runtime part of the Pico-8 fantasy console. It runs... |
0xsky|xredis | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Enterprise C++ Redis Client Library
## 1. Strategic Objective
We intend to develop a robust, high-performance C++ client library that abstracts the complexity of interacting with Redis infrastructure. Our goal is to provide application developers with a seamless, unified interface to access Redis d... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Redis Node Connectivity
**Statement:** The system shall establish and maintain connections to Redis nodes, supporting both single-node and multi-node cluster configurations.
**Rationale:** Based on the implied system role as a distributed data client, connect... |
# C4 Design Document: xRedis
## System Context
xRedis is a high-performance C++ client library for Redis databases that provides enterprise-grade features including distributed sharding, connection pooling, master-slave read/write separation, and Redis cluster support. The system operates as a middleware library th... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context like README, Makefile).
* **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 a software system based on the provided dependency graph, structural information, and contextual files.
I need to follow IEEE 29148 style requirements documentation.
I must NOT reference source code, file names, or implementation artifacts di... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is a C++ Redis client library called "xRedis" that supports:
- Multi-node distributed storage with custom sharding rules
- Master/slave read-write separation
- Connection pooli... |
100|Cranium | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Cranium Neural Network Engine
## 1. Strategic Objective
I intend to deliver a lightweight, self-contained artificial intelligence engine capable of operating within resource-constrained environments. The primary goal is to democratize access to machine learning capabilities for systems where heavy ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Neural Network Creation and Configuration
**Statement:** The system shall allow users to create feedforward neural networks with arbitrary depth, structure, and configurable activation functions for each layer.
**Rationale:** Dependency relationship between n... |
```md
# Cranium Neural Network Library - C4 Architecture Design
## System Context
Cranium is a portable, header-only artificial neural network library written in vanilla C99. It provides feedforward neural network capabilities including training, inference, and serialization for C developers working in resource-con... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated structural/document info).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written *before* the software existed).
* **Constraints... | The user wants me to generate functional and non-functional requirements for the Cranium system based on the provided dependency graph, structural information, and contextual documents.
I need to follow strict constraints:
1. DO NOT reference source code, files, file names, configuration files, or implementation artif... | 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 architectural intent from the available evidence.
Let me analyze what I have:
1. **Dependency Graph:**
- Two main c... |
101Loop|drf-user | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: DRF User Management System
## Executive Summary
I am building a comprehensive user authentication and management system for Django REST Framework applications. Our current projects require robust, flexible user authentication that supports modern authentication methods while maintaining enterprise... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** User Registration and Account Creation
**Statement:** The system shall allow external users to register a new account using a unique email address or mobile number and a secure password.
**Rationale:** Based on observed interaction with registration views and... |
```md
# System Context
The **DRF User System** is a reusable Django application library that provides a comprehensive user management solution for Django REST Framework projects. It extends Django's built-in user authentication system with enhanced features including JWT authentication, OTP verification, multi-field... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and related documents for a Django REST Framework user management system called "drf-user".
Let me analyze what I can infer:
1. **System Purpose**: This is a Django app that extends Django's default user authentication system with RE... | 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.
The system appears to be a Django REST Framework (DRF) user management app called `drf_user`.
Key evidence from the input:
1. **Dependency Grap... | 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 Django REST Framework user management library called "drf-user".
Let me analyze the evidence:
1. **Repository Structure:**
- Main package: `drf_user` (1231 LOC)
... |
104H|Open-Source-Python-POS-and-Accounting-Software | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Vision and Intent Document
**Project Name:** Integrated POS and Accounting Platform
**Date:** Pre-Implementation
**Author:** Product Leadership Team
## 1. Executive Summary
We aim to develop a unified, cost-effective software solution that bridges the gap between retail operations and financial management.... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Product Management
**Statement:** The system shall allow users to query and add products using barcode number, product name, and code name.
**Rationale:** Product identification and management is fundamental to POS operations as evidenced by the sales termina... |
# C4 Design Document: Open-Source Python POS and Accounting Software
## System Context
The Open-Source Python POS and Accounting Software is a desktop-based business management system designed for small to medium enterprises. It combines Point of Sale (POS) operations with comprehensive double-entry accounting capa... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges representing packages/files), structural information (LOC, FanIn, FanOut), and relevant documents (requirements.txt, README.md).
* **Task:** Reverse-engineer the original stakeholder and product intent from this... | The user wants me to generate functional and non-functional requirements for a Point of Sale (POS) and Accounting software system. I need to use ONLY the provided dependency graph, structural information, and contextual files (requirements.txt and README.md) to infer requirements.
I must 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 Python POS and Accounting Software system.
Let me analyze the input:
1. **System Overview**: This is an Open-Source Python POS (Point of Sale) and Accounting Software system
... |
17zuoye|pyirt | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Requirements: Scalable Psychometric Assessment Engine
## 1. Executive Summary
We intend to build a high-performance computational engine capable of analyzing educational interaction data to derive precise psychometric parameters. Our goal is to move beyond basic scoring to a sophisticated understa... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** IRT Parameter Estimation
**Statement:** The system shall compute item and user parameters using Item Response Theory algorithms from response data
**Rationale:** Dependency relationship between solver and algorithm packages indicates core parameter esti... |
```md
# pyirt Library - C4 Architecture Design Document
## System Context
pyirt is a specialized Item Response Theory (IRT) computational library designed to estimate latent trait parameters from sparse educational and psychometric data. The library provides numerical optimization algorithms for fitting IRT models ... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and supporting context like README, Pipfile, Makefile).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written before the software existed).
* *... | 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 Python library called "pyirt" that implements Item Response Theory (IRT) algorithms.
Let me analyze what I can infer from the provide... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Python library called "pyirt".
Let me analyze the evidence:
1. **System Purpose**: From the README, this is "A python library of IRT algorithm designed to cope with sparse da... |
1adrianb|pytorch-estimate-flops | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Neural Network Computational Complexity Estimator
## Vision
I intend to build a lightweight utility that enables machine learning engineers and researchers to automatically quantify the computational cost of neural network models. This tool will serve as a standard component in our development work... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** FLOP Counting for Neural Networks
**Statement:** The system shall estimate and report the total number of floating-point operations (FLOPs) for a given PyTorch neural network model when provided with a representative input tensor.
**Rationale:** Dependency re... |
```mermaid
C4Context
title System Context diagram for pthflops - PyTorch FLOPs Estimation Library
Enterprise_Boundary(b0, "PyTorch Ecosystem") {
Person(developer, "ML Developer", "Machine learning engineer or researcher building neural network models")
Person_Ext(researcher, "Researcher", "Ac... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes, edges), package-file structure, and relevant documents (setup.py, README.md).
* **Task:** Reverse-engineer the stakeholder and product intent from this information.
* **Output Format:** A concise, high-level stakeh... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and contextual documents.
The system appears to be "pytorch-estimate-flops" (pthflops), a utility for estimating FLOPs (Floating Point Operations) of neural networks in ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files. This is a Python package for estimating FLOPs (floating point operations) in PyTorch neural networks.
Let me analyze the evidence:
1. **System Purpose**: A utility library for estim... |
1hakr|AnExplorer | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: AnExplorer All-in-One File Manager
**Date:** Pre-Implementation
**Owner:** Product Lead
**Subject:** Unified File Management Strategy for Android
## 1. Executive Summary
I intend to build a comprehensive, lightweight, and efficient file management solution designed to unify the fragmented storage ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** File Operations Management
**Statement:** The system shall support core file operations including cut, copy, delete, rename, create new files, and create new folders across all accessible storage locations.
**Rationale:** Implied system role as a file managem... |
# System Context
AnExplorer is an all-in-one Android file manager application designed for phones, tablets, and Android TV. It provides comprehensive file management capabilities across multiple storage types including internal storage, external storage, USB drives, network locations (FTP), cloud storage, and rooted... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated documents).
* **Input:** Dependency graph (nodes, edges), package-file structure, build.gradle, README.md.
* **Output:** A concise, high-level stakeholder intent documen... | The user is asking me to generate functional and non-functional requirements for a system based on dependency graph, structural information, and documents provided. This appears to be AnExplorer - an Android file manager application.
However, I need to follow the Critical Restrictions carefully:
1. DO NOT reference s... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for an Android file manager application called "AnExplorer".
Let me analyze the input:
1. **System Overview**: This is an Android file manager application (AnExplorer) that provide... |
1kbgz|tributary | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Tributary Dataflow Engine
## 1. Vision and Objective
I require a lightweight, high-performance data modeling engine designed specifically for real-time analytics and financial computations. Unlike heavy-weight orchestration tools built for batch ETL pipelines, this system must serve as the foun... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Dataflow Graph Construction
**Statement:** The system shall enable users to construct directed acyclic computation graphs with multiple node types and configurable dependencies.
**Rationale:** Dependency relationship shows core graph packages (streaming, lazy... |
# Tributary C4 Design Document
## System Context
Tributary is a Python dataflow graph library designed for constructing reactive computation graphs. It provides three distinct execution paradigms (streaming, lazy, functional) that share a common graph abstraction, enabling developers to build complex data models, r... | 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 (as if written *before* the software existed).
* **Focus:** W... | 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 appears to be the "Tributary" system - a Python library for constructing dataflow graphs.
I need to follow the IEEE 29148 requirements eng... | The user wants me to generate a C4 Design document for the "tributary" software system based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Overview from README.md:**
- Tributary is a Python library for constructing dataflow graphs
- Not ... |
1technophile|OpenMQTTGateway | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Universal IoT Protocol Gateway
**Date:** [Pre-Implementation]
**Author:** Product Lead
**Subject:** Intent and Requirements for OpenMQTTGateway
## 1. Executive Summary
I am initiating the development of a unified software solution designed to eliminate the fragmentation currently plaguing the Inte... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Protocol Data Translation
**Statement:** The system shall translate data from multiple wireless protocols (BLE, LoRa, 433MHz/315MHz, IR) into MQTT messages for transmission to a broker.
**Rationale:** Dependency relationship shows main component i... |
# OpenMQTTGateway C4 Design Document
## System Context
OpenMQTTGateway is an embedded IoT gateway firmware that unifies multiple wireless protocols (BLE, LoRa, 433MHz/315MHz, IR, etc.) into a single MQTT-based messaging system. It runs on ESP32/ESP8266 microcontrollers and serves as a protocol translation bridge be... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/docs).
* **Input:** Dependency graph (nodes, edges, package-files), Documentation (READMEs).
* **Output:** A concise, high-level stakeholder intent document in fir... | The user wants me to generate functional and non-functional requirements for the OpenMQTTGateway system based on the provided dependency graph, repository structure, and documentation files.
I need to follow the IEEE 29148 standard format for requirements and use ONLY the provided evidence (dependency graph, structure... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and documentation files. This is an embedded IoT firmware project called OpenMQTTGateway.
Let me analyze the evidence:
1. **System Purpose**: From the README files, OpenMQTTGateway is an IoT firmware tha... |
1tontech|intellij-spring-assistant | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Spring Assistant Plugin - Stakeholder Intent Document
## Vision Statement
As a development team building Spring Boot applications, we need an IntelliJ IDEA plugin that provides comprehensive development assistance for Spring configuration and project setup. This tool should bridge the gap between IntelliJ Communi... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Configuration Property Auto-Completion
**Statement:** The system shall provide auto-completion suggestions for Spring Boot configuration properties in YAML and Properties files based on auto-configuration metadata available in the project classpath.
**R... |
# C4 Design Document: Spring Assistant IntelliJ Plugin
## System Context
The Spring Assistant is an IntelliJ IDEA plugin designed to enhance Spring Boot development productivity by providing intelligent configuration property completion, validation, and project scaffolding capabilities. The plugin operates within t... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documents. This appears to be an IntelliJ IDEA plugin for Spring Boot development assistance.
Let me analyze what I can infer:
1. **What the software is**: An IntelliJ IDEA plugin called "Spring Assistant" that hel... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and relevant documents.
The system appears to be an IntelliJ IDEA plugin called "Spring Assistant" that helps developers work with Spring Boot applications.
Let me anal... | 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 packages and their relationships with fan-in/fan-out metrics
2. **Package Structure**: Shows the Java package hierarchy
3.... |
1ultimat3|PcapViz | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Network Traffic Visualization and Security Analysis Initiative
**Stakeholder:** Network Security & Operations Team
**Date:** Pre-Implementation
**Subject:** Product Intent and Requirements Summary
### Vision
We require a specialized analysis tool to transform raw network packet captures into actionable visual... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-layer Network Visualization
**Statement:** The system shall generate network topology graphs from packet capture files at three distinct layers: device level, IP communication level, and TCP/UDP communication level.
**Rationale:** Dependency relationshi... |
# C4 Design Document: PcapViz
# System Context
PcapViz is a network traffic analysis and visualization system designed to transform captured network packet data (pcap files) into meaningful network topology and communication flow visualizations. The system enables network analysts and security professionals to unde... | 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, `requirements.txt`, `README.md`, `doc/README.md`.
* **Output:** A concise, hig... | The user wants me to generate functional and non-functional requirements for a system called "PcapViz" based on the provided dependency graph, structural information, and documentation.
I need to follow strict constraints:
1. DO NOT reference source code, files, file names, configuration files, or implementation artif... | The user wants me to generate a C4 Design document for a software system called "PcapViz" based on the provided dependency graph, repository structure, and contextual files.
Let me analyze the available information:
**Repository Structure:**
- Package: `1ultimat3|PcapViz` (main entry point, contains `main`)
- Package... |
1ytic|warp-rnnt | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: High-Performance RNN Transducer Loss Library
## Stakeholder Intent
As a machine learning infrastructure lead, I need a production-ready, GPU-accelerated RNN Transducer (RNN-T) loss computation library that enables our speech recognition and sequence modeling teams to train models efficiently at sc... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** RNN Transducer Loss Computation
**Statement:** The system shall compute the RNN Transducer loss value based on input probability distributions and reference label sequences.
**Rationale:** Implied system role requires the core algorithm to facilitate model tr... |
# C4 Design Document: warp-rnnt Library
## System Context
```mermaid
C4Context
title System Context diagram for warp-rnnt Library
Person(ML_Engineer, "ML Engineer/Researcher", "Develops and trains RNN Transducer models for speech recognition or sequence-to-sequence tasks")
System_Ext(PyTorch, ... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and associated documents. The system appears to be a GPU-accelerated RNN Transducer (RNN-T) loss implementation with bindings for PyTorch and TensorFlow.
Let me analyze what I can infer:
1. **Core Purpose**: This is a high-per... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Requirements Engineer.
* **Task:** Reconstruct intended software requirements from partial evidence (dependency graph, repo structure, contextual files) aligned with IEEE 29148.
* **Input:**
* Dependency Graph (Nodes/Edges).
... | 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 Analysis:**
- `pytorch_binding` (Package, 266 LOC, FanIn: 0, FanOut: 1) → depends on `pytorch_binding.warp_rnnt`
- `pytorch_... |
23andMe|Yamale | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Yamale: YAML Schema Validation Tool - Stakeholder Intent
## Vision Statement
I need a reliable, easy-to-use tool that validates YAML configuration files against defined schemas. My organization deals with numerous YAML-based configurations across infrastructure, applications, and services. Without proper validati... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** YAML Schema Validation
**Statement:** The system shall validate YAML data files against user-defined schemas to ensure structural and data type compliance.
**Rationale:** Dependency relationships between schema, validators, and readers packages indicate a cor... |
# Yamale C4 Design Document
## System Context
Yamale is a YAML schema validation system designed to ensure YAML configuration files conform to predefined schema structures. It serves as both a command-line tool for CI/CD pipelines and a reusable library for applications requiring structured configuration validation... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph. The system appears to be "Yamale" - a schema validation library for YAML files.
Looking at the dependency graph and structure:
- Core package: yamale
- Key components: validators, schema, syntax, readers, tests
- Has command_l... | 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. I need to follow IEEE 29148 style requirements documentation.
From the evidence provided:
1. The system is called "Yamale" (from package names like y... | 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 package called "yamale" which appears to be a YAML schema validator.
Let me analyze the structure:
1. **System Purpose**: Yamale is a YAML schema validation libra... |
256dpi|arduino-mqtt | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Lightweight MQTT Library for Embedded Systems
## Vision Statement
I intend to build a unified, lightweight software library that empowers developers to connect microcontroller-based hardware to the Internet of Things (IoT) using the MQTT protocol. My goal is to abstract the complexities of network ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** MQTT Connection Establishment
**Statement:** The system shall establish a connection to an MQTT broker using a configurable hostname, IP address, and port number with support for both standard and secure connection protocols.
**Rationale:** Dependency relatio... |
# C4 Design Document - Arduino MQTT Library
## System Context
The `arduino-mqtt` library is a client library that enables Arduino-compatible microcontrollers to communicate with MQTT brokers over various network interfaces. It provides a high-level, Arduino-style API while leveraging a lightweight, embedded-optimiz... | 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 *before* the software existed (product visio... | The user wants me to generate a requirements document based on the provided dependency graph, structural information, and contextual files (CMakeLists.txt, README.md).
I need to follow the IEEE 29148-aligned structure and output format exactly as specified.
Key observations from the input:
1. This is an Arduino MQTT ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is an Arduino MQTT library project.
Let me analyze what I have:
1. **Dependency Graph:**
- 3 nodes: `256dpi|arduino-mqtt.src` (298 LOC), `256dpi|arduino-mqtt.src.lwmqtt` (... |
256dpi|lwmqtt | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Intent: Lightweight MQTT Client System
## 1. Mission Statement
We intend to build a high-performance, minimal-footprint connectivity solution that enables resource-constrained embedded devices to communicate reliably over the MQTT protocol. Our goal is to bridge the gap between low-power hardware ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** MQTT Protocol Compliance
**Statement:** The system shall implement the MQTT 3.1.1 protocol specification for client-side operations including connection establishment, message publishing, and message subscription.
**Rationale:** Dependency relationship indica... |
```mermaid
C4Context
title System Context diagram for LWMQTT Library
Enterprise_Boundary(b0, "Embedded Systems Boundary") {
Person(developer, "Embedded Developer", "Software engineer integrating MQTT into embedded or constrained systems.")
Person(system_admin, "System Administrator", "... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated structural/docs 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 lwmqtt system based on the provided dependency graph, repository structure, and contextual files (CMakeLists.txt, README.md).
I need to follow strict 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 relevant documents. I need to analyze this as a senior software architect and infer the intended architecture.
Let me analyze the input:
1. **Repository Structure:**
- Main package: `256dpi|lwmqtt... |
2bbb|ofxPubSubOsc | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# ofxPubSubOsc Product Vision Document
## Stakeholder Intent
As a creative coder working with openFrameworks, I need a simple, reliable way to enable real-time communication between applications using OSC (Open Sound Control) messages. Currently, implementing OSC networking requires significant boilerplate code for... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** OSC Message Publishing
**Statement:** The system shall enable applications to publish OSC messages to specified network endpoints with configurable address patterns and payload values.
**Rationale:** Dependency relationship between Publisher component a... |
```mermaid
C4Context
title System Context diagram for ofxPubSubOsc Addon
Enterprise_Boundary(of_boundary, "OpenFrameworks Ecosystem") {
Person(developer, "Creative Developer", "Developer building interactive applications with openFrameworks")
System_Ext(openframeworks, "openFrameworks"... | The user wants me to reverse-engineer the intent behind a software system based on a dependency graph and supporting documentation. I need to write a stakeholder intent document in first person, as if I were writing it before the software existed.
Let me analyze what I'm seeing:
1. This is an openFrameworks addon cal... | 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 (documents). The system appears to be "ofxPubSubOsc", which is an addon for openFrameworks that provides publish/subscribe functionality for OSC (Ope... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is an openFrameworks addon called `ofxPubSubOsc` that provides publish/subscribe functionality for OSC (Open Sound Control) messages.
Let me analyze the information:
1. **Sys... |
2ndQuadrant|pglogical | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Universal Logical Replication Framework for PostgreSQL
## 1. Mission Statement
We intend to build a robust, enterprise-grade logical replication extension that enables seamless data synchronization across PostgreSQL instances. Our goal is to eliminate data silos, facilitate zero-downtime migrations... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Logical Replication Support
**Statement:** The system shall provide logical replication capabilities between PostgreSQL database instances, enabling data synchronization across distributed nodes.
**Rationale:** Dependency relationship between the main replica... |
# C4 Design Document - pglogical Logical Replication Extension
## System Context
```mermaid
C4Context
title System Context diagram for pglogical Logical Replication System
Enterprise_Boundary(b0, "PostgreSQL Ecosystem") {
Person(db_admin, "Database Administrator", "Configures and moni... | 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 (C files, headers, SQL files), Makefile, README.
* **Output:** A co... | 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.
I need to:
1. Analyze the dependency graph (nodes and edges)
2. Analyze the package structure (files)
3. Analyze the context files (Makefile, READM... | 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 the pglogical PostgreSQL extension repository.
Let me analyze the information provided:
1. **Dependency Graph Analysis:**
- Main component: `2ndQuadrant|pglo... |
2shady4u|godot-sqlite | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Native Relational Data Persistence for Game Engine
## 1. Strategic Objective
We aim to equip our game development environment with robust, relational data persistence capabilities. Currently, developers lack a native, efficient way to manage complex, structured data within their projects. Our goal ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Database Connection Management
**Statement:** The system shall establish, maintain, and terminate connections to persistent database files.
**Rationale:** Based on the dependency relationship between the core logic component and the embedded database engine c... |
# C4 Design Document: Godot SQLite Plugin
## System Context
The Godot SQLite Plugin provides persistent relational database capabilities within the Godot Game Engine ecosystem. It enables game developers to store, query, and manage structured data directly within their Godot projects using the industry-standard SQL... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated structural info).
* **Output:** A concise, high-level stakeholder intent document written in the first person ("I" or "We"), as if written *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).
* **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 appears to be a Godot SQLite plugin/repository.
Let me analyze what I have:
1. **Dependency Graph Analysis:**
- Node 189: `2shady4u|godot-sqlite` (UNKNOWN_TYPE, 0 LOC) - T... |
3DiVi|nuitrack-sdk | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Nuitrack SDK: Product Vision and Intent Document
**Date:** [Pre-Implementation]
**Owner:** 3DiVi Product Leadership
**Subject:** Unified 3D Skeletal Tracking Platform
## 1. Executive Summary & Mission
We aim to democratize access to high-fidelity human motion tracking. Our mission is to build a universal software... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Depth Sensor Device Management
**Statement:** The system shall detect, enumerate, and initialize connected 3D depth sensors from supported manufacturers.
**Rationale:** Dependency relationship shows device API components with high fan-out, indicating device m... |
# Nuitrack SDK Architecture
## System Context
Nuitrack™ is a cross-platform 3D skeletal tracking SDK developed by 3DiVi Inc that enables motion-based applications using depth sensors. The system provides real-time human body tracking, gesture recognition, and spatial understanding capabilities across Windows, Linux... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and supporting documents).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the software existed.
* **Focus:** What the s... | The user wants me to generate functional and non-functional requirements for the Nuitrack SDK system based on the provided dependency graph, structural information, and contextual files (documentation, READMEs, etc.).
I need to follow the IEEE 29148 style requirements format with specific sections:
- ID
- Title
- Stat... | 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 Nuitrack SDK repository.
Let me analyze what I have:
1. **Dependency Graph**: Sh... |
3YOURMIND|django-add-default-value | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Django Add Default Value System
## Vision
As a Django development team, we need a reliable migration operation that ensures default field values are properly transferred to the database schema across all supported database backends. Django's native migration system does not always propagate de... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Migration Operation Execution
**Statement:** The system shall execute migration operations that add default values to database columns during schema migration
**Rationale:** Dependency relationship between migration package and default value package indicates... |
# System Context
```mermaid
C4Context
title System Context diagram for django-add-default-value
Person(developer, "Django Developer", "A developer building Django applications who needs to set database-level default values on fields")
System_Ext(django, "Django Framework", "Python web framework with OR... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documentation. Looking at the provided information:
1. This is a Django package called "django-add-default-value"
2. It's a migration operation that transfers field default values to the database schema
3. It suppor... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, structural information, and contextual documents. I need to follow strict formatting requirements and not reference any code or implementation details directly.
Let me analyze what I have:
1. **Dependency ... | The user wants me to create a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a Django project called "django-add-default-value".
Let me analyze the input:
1. **Dependency Graph Analysis:**
- `django_add_default_value` is the main package (289 LOC, FanI... |
3b1b|manim | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Mathematical Animation Engine
## Stakeholder Intent
I am building a programmatic animation engine designed specifically for creating high-quality explanatory mathematics videos. My goal is to transform mathematical concepts into precise, reproducible visual narratives that can be authored through ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Programmatic Animation Creation
**Statement:** The system shall enable users to define and execute animations through code
**Rationale:** Core system purpose is creating explanatory math videos through programmatic control
**Acceptance Criteria:**
- Animation... |
# C4 Design Document: ManimGL Animation Engine
## System Context
ManimGL is a programmatic animation engine designed for creating precise mathematical and explanatory videos. The system provides a domain-specific framework where users define scenes composed of mathematical objects (mobjects) that undergo animations... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related information about a software system.
Looking at the data provided:
- This is clearly the Manim library (specifically ManimGL/3b1b version)
- It's an animation engine for creating mathematical/explanatory videos
- Th... | 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 "ManimGL" (Manim Graphics Library), an engine for precise programmatic animations designed for creating explanatory math vid... | The user wants me to generate a C4 Design document for the ManimGL repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze the input:
1. **System Purpose**: Manim is an engine for precise programmatic animations, designed for creating explanatory math videos. Th... |
3breadt|dd-plist | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Intent & Requirements Specification
**Stakeholder:** Platform Integration Team
**Date:** Pre-Implementation
**Subject:** Cross-Platform Property List Interoperability Solution
### 1. Strategic Objective
We require a robust software solution to enable Java-based applications to seamlessly read, write, and m... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Property List Parsing
**Statement:** The system shall parse property list files from files, input streams, or byte arrays in supported formats (XML, Binary, ASCII).
**Rationale:** The system is designed to enable Java applications to work with property lists ... |
# C4 Design Document: dd-plist Library
## System Context
The dd-plist library is a Java component library that enables applications to read, write, and convert Apple/NeXTSTEP property list (plist) files. Property lists are configuration and data serialization files used extensively in macOS, iOS, and GNUstep enviro... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (pom.xml, README.md).
* **Task:** Generate a concise, high-level stakeholder intent document in the first person, 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 documents (pom.xml, README.md).
I need to:
1. Analyze the input to understand what the system does
2. Create requirements following IEEE 29148 styl... | 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 Java library (dd-plist) for working with property lists (plist files) from OS X/iOS/NeXTSTEP env... |
3dem|relion | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# RELION Product Vision Document
## Stakeholder Intent
I am a structural biologist at the MRC Laboratory of Molecular Biology, and I need a comprehensive software solution to determine the 3D structures of biological macromolecules from cryo-electron microscopy (cryo-EM) data. My research depends on extracting atom... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** 3D Reconstruction from Cryo-EM Data
**Statement:** The system shall perform Maximum A Posteriori refinement of 3D reconstructions from cryo-electron microscopy particle images.
**Rationale:** Dependency relationship between single particle analysis components... |
# RELION 5.0.1 C4 Architecture Design Document
## System Context
RELION (REgularised LIkelihood OptimisatioN) is a high-performance cryo-electron microscopy (cryo-EM) software system for Maximum A Posteriori refinement of 3D reconstructions and 2D class averages. The system processes raw electron microscopy images ... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related files for a software system.
Looking at the data provided:
1. The system is RELION (REgularised LIkelihood OptimisatioN) version 5.0.1
2. It's a cryo-electron microscopy (cryo-EM) software for 3D reconstruction and ... | 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.
The system appears to be RELION (REgularised LIkelihood OptimisatioN), a cryo-electron microscopy software for 3D reconstruction and 2D clas... | The user wants me to generate a C4 Design document for the RELION software system based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: RELION is a cryo-electron microscopy (cryo-EM) software for Maximum A Posteriori refinement of 3D ... |
3redronin|mu-server | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Mu-Server Framework
## 1. Executive Summary
We intend to build a modern, high-performance web server framework for the Java ecosystem. Our goal is to provide developers with a lightweight alternative to traditional, heavy application servers. This system must enable the rapid deployment of RESTful ... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** HTTP and HTTPS Server Operation
**Statement:** The system shall accept and process incoming HTTP/1.1, HTTP/2, and HTTPS requests from clients over configurable network ports.
**Rationale:** Dependency relationship between core server infrastructure and ... |
# System Context
The **mu-server Framework** is a high-performance, asynchronous Java web server library designed to simplify the development of HTTP/HTTPS services. It acts as a foundational layer for building web applications, providing a robust network stack based on Netty while exposing a developer-friendly API ... | 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:
1. A dependency graph (showing package relationships and LOC)
2. Repository structure information (package names and file lists)
3. Context files (pom.xml and README.md)
I need to follow strict rules:
- DO NOT reference sou... | 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).
I need to analyze the input to infer the architectural intent:
1. **System Purpose**: The `pom.xml` describes "mu-server" as "A simple but powerful web server ... |
4Catalyzer|flask-resty | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Standardized REST API Development Toolkit
## Executive Summary
We need to develop a unified toolkit that accelerates the creation of robust, secure, and consistent RESTful web services. Currently, our engineering teams spend excessive time writing repetitive boilerplate code for common API patterns... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Standard CRUD Operations
**Statement:** The system shall provide base view classes that map standard HTTP methods (GET, POST, PATCH, DELETE) to corresponding data operations (Retrieve, Create, Update, Destroy).
**Rationale:** Derived from Behavioral cue regar... |
```markdown
# Flask-RESTy C4 Design Document
## System Context
Flask-RESTy is a Flask extension library that provides building blocks for creating REST APIs. It sits between Flask web applications and external API consumers, providing standardized patterns for data persistence, serialization, authentication, and AP... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software 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.
* **Focus:**... | 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).
* **Constraint:** Use ONLY the provided evidence. Do NOT referen... | 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. **Repository Structure**: This is a Flask-RESTy library/package
- Main package: `flask_resty` (1751 LOC)
- Example application: `example` (181... |
4dn-dcic|hic2cool | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: Genomic Contact Matrix Interoperability Tool
**Date:** Pre-Implementation
**Author:** Bioinformatics Core Team Lead
**Subject:** Strategic Requirements for Hi-C Data Format Conversion Utility
## 1. Executive Summary
I require a robust software solution to eliminate data friction withi... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Hi-C to Cool File Conversion
**Statement:** The system shall convert contact matrix data from Hi-C format files to cooler format files, supporting both single-resolution and multi-resolution output structures.
**Rationale:** Dependency relationship indicates ... |
```md
# System Context
The Hi-C to Cooler Conversion System (hic2cool) is a bioinformatics tool designed to transform genomic contact matrix data between two major file formats: .hic files (from Juicer) and .cool/.mcool files (for the cooler library). This system serves as a critical data interoperability layer in g... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph and related documents (pyproject.toml, README.md).
* **Output:** A concise, high-level stakeholder intent document in the first person (as if written *before* the software existed).
* *... | 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 documents (pyproject.toml, README.md).
I need to follow the IEEE 29148 style requirements format, with specific sections for Functional Requirement... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for a repository called "hic2cool".
Let me analyze the input:
1. **Dependency Graph:**
- Two packages: `4dn-dcic|hic2cool` (334 LOC, 0 FanIn, 1 FanOut) and `hic2cool` (1169 LOC,... |
4dn-dcic|tibanna | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Vision: Tibanna Cloud Workflow Engine
**Date:** Pre-Implementation
**Author:** Product & Engineering Leadership
**Stakeholder:** 4DN Data Coordination Center (4DN-DCIC)
## 1. Mission Statement
We aim to build a unified, cloud-native platform that enables researchers to execute complex bioinformatics pipeli... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Cloud Workflow Execution
**Statement:** The system shall execute bioinformatics pipeline workflows on the AWS Cloud infrastructure.
**Rationale:** Dependency relationship indicates the system's core purpose is cloud-based workflow orchestration with AWS servi... |
# Tibanna Cloud Workflow Platform - C4 Architecture Design Document
## System Context
Tibanna is a cloud-native workflow execution platform that enables scientists and bioinformaticians to run portable pipelines (CWL, WDL, Snakemake, shell commands) on AWS infrastructure. The system abstracts away cloud infrastruct... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (Dockerfile, pyproject.toml, Makefile, README.md, cromwell/README).
* **Task:** Generate a summary of the given system based on the provided infor... | 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. I need to follow the IEEE 29148 standard for requirements engineering and output ONLY the requirements document in the specified format.
Let me ana... | 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 architectural intent of the Tibanna system.
Let me analyze the evidence:
1. **System Purpose**: From README.md, Tibann... |
4w4k3|Insanity-Framework | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: Threat Emulation & Security Validation Platform
**Date:** [Pre-Implementation]
**Author:** Security Operations Leadership
**Version:** 1.0
## 1. Executive Summary
We require the development of a comprehensive security validation platform designed to assess the resilience of our infras... |
I cannot and will not generate requirements documentation for this system.
This appears to be a malware framework designed for:
- Bypassing antivirus and security sandbox detection
- Memory injection and payload delivery
- Remote control of compromised systems
- Persistence mechanisms on target systems
- Anti-analys... |
```md
# Insanity Framework - C4 Architecture Design Document
## System Context
The Insanity Framework is a modular command-and-control (C2) infrastructure system designed for payload generation, deployment, and remote session management. The system operates on a client-server model where the framework console gener... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/documents).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), as if written *before* the software existed.
* **Constra... | The user is asking me to generate requirements for what appears to be a malware framework called "Insanity-Framework". This is clearly a malicious software tool designed for:
1. Creating payloads that bypass antivirus and sandbox detection
2. Memory injection
3. Remote control capabilities
4. Persistence mechanisms
5.... | 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 reverse engineering task where I need to infer the intended software architecture from the available evidence.
Let me analyze what I have:
1. **Dependency Gra... |
4yn|iivx | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Custom Rhythm Game Controller System
## Executive Summary
We aim to develop a high-performance, customizable hardware interface designed specifically for rhythm game enthusiasts. This system will serve as a bridge between physical input mechanisms (buttons, rotary encoders, turntables) and PC-based... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** USB HID Enumeration
**Statement:** The system shall enumerate to the host operating system as a USB Human Interface Device supporting Game Pad, Keyboard, and Mouse functionalities.
**Rationale:** Dependency relationship between the USB stack and the HID descr... |
# iivx Controller Firmware - C4 Design Document
## System Context
The iivx system is a USB HID controller firmware that transforms Arduino-based microcontrollers into specialized rhythm game controllers for Beatmania IIDX and Sound Voltex. The system operates as an embedded device that interfaces with PC gaming sof... | The user wants me to generate a stakeholder intent document based on the provided dependency graph, structural information, and README documentation.
I need to write this as if I am the stakeholder/creator describing the vision *before* the software existed.
The document should be high-level, focusing on intent, busine... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and documentation (README.md).
**Critical Restrictions:**
- DO NOT reference source code, files, file names, configuration files, or implementation artifacts.
- DO NOT c... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and README documentation.
Let me analyze the input:
1. **Dependency Graph**: Shows components like:
- 4yn|iivx.lib.pluggableHID (171 LOC)
- 4yn|iivx.leoo.leovxhq (347 LOC)
- 4yn|iivx.leoo.leoo (... |
5monkeys|django-enumfield | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Standardized State Management & Enumeration Utility
**Date:** Pre-Implementation
**Author:** Product & Engineering Leadership
**Subject:** Vision for a Unified Enumeration and State Validation System
## 1. Vision & Objective
We aim to eliminate ambiguity and inconsistency in how our application ha... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** EnumField Model Integration
**Statement:** The system shall provide a database field type that stores enumeration values as integers while maintaining type safety and semantic meaning through named enum constants.
**Rationale:** Dependency relationship ... |
# System Context
**django-enumfield** is a Django library that provides enumeration support for model fields with reusable enum classes and state transition validation. It sits between Django's ORM and application domain models, enabling developers to use strongly-typed enumerations instead of raw integer values in ... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (setup.cfg, Makefile, README.md).
* **Task:** Reverse-engineer the stakeholder and product intent from this data.
* **Output:** A concise, h... | 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. This appears to be a Django library called "django-enumfield" that provides enumeration support for Django model fields.
Let me analyze th... | 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 intended software architecture from the evidence provided.
Let me analyze what I have:
1. **Dependency Graph**: Shows pa... |
610265158|Peppa_Pig_Face_Landmark | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Real-Time Facial Analysis Engine
## 1. Executive Summary
I intend to build a high-performance, real-time facial analysis engine capable of detecting faces and precisely mapping facial landmarks under diverse conditions. This system will serve as the foundational perception layer for applications re... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Face Detection
**Statement:** The system shall detect human faces in input media and return bounding box coordinates for each detected face.
**Rationale:** Dependency relationship indicates face_detector package is a core component of the API layer, establish... |
```md
# System Context
The Peppa_Pig_Face_Engine is a real-time face analysis system that provides face detection, facial landmark localization, head pose estimation, and temporal tracking capabilities. The system is designed for deployment in computer vision applications requiring robust face alignment under challe... | 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, Context Files (requirements.txt, README.md, TRAIN/face_landmark/README.m... | The user wants me to generate functional and non-functional requirements for a face landmark detection system based on the provided dependency graph, repository structure, and documentation.
I need to:
1. Analyze the dependency graph to understand system architecture
2. Review the README and context files to understan... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (requirements.txt, README.md files).
Let me analyze the information:
1. **System Purpose**: This is a face detection and face alignment system called "Peppa_Pig_Face_Engine". It in... |
610265158|face_landmark | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: High-Performance Facial Landmark Alignment System
## 1. Executive Summary
I am initiating the development of a specialized computer vision system designed to accurately detect and track facial landmarks (keypoints) in real-time. The primary objective is to enable precise face alignment for downstre... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Facial Keypoint Localization
**Statement:** The system shall detect and output coordinate data for specific facial landmarks on input images.
**Rationale:** Derived from the Implied system role of the core application package and observed interaction between ... |
# C4 Design Document: Face Landmark Detection System
## System Context
The Face Landmark Detection System is a specialized computer vision application designed for facial keypoint detection and alignment. It provides training infrastructure for deep learning models and supports deployment via TensorFlow Lite for mo... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (README.md).
* **Task:** Reverse-engineer 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 from partial evidence (dependency graph, repository structure, contextual files).
* **Constraint:** Use ONLY the provided input (dependency graph, stru... | The user wants me to create a C4 Design document based on the provided dependency graph, repository structure, and contextual files (README.md).
Let me analyze the evidence:
1. **System Purpose**: This is a face landmark detection system built on TensorFlow 2.0. It's designed for facial keypoint detection/alignment.
... |
64|ByteOS | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# ByteOS Product Vision & Requirements Document
## Executive Summary
I am building a lightweight, educational operating system for x86_64 architecture that demonstrates core OS design principles while maintaining practical usability. This system will serve as both a learning platform for understanding low-level sys... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Process Management
**Statement:** The system shall support creation, scheduling, and termination of multiple processes with independent execution contexts.
**Rationale:** Dependency relationship shows process management component with high fan-out indicating ... |
# ByteOS C4 Design Document
## System Context
ByteOS is a monolithic operating system kernel for x86_64 architecture, designed to provide core system services including process management, memory management, file system support, and hardware abstraction. The system operates in a bare-metal environment, directly int... | The user wants me to reverse-engineer a dependency graph and structural information to create a stakeholder intent document. This is ByteOS - a hobby operating system for x86_64 architecture written in C.
Let me analyze what I can infer from the structure:
1. **Core Purpose**: This is an operating system kernel (Byte... | The user wants me to generate functional and non-functional requirements for the ByteOS system based on the provided dependency graph, repository structure, and contextual files (Makefile, README.md).
I need to:
1. Infer system purpose and scope from the evidence
2. Define system boundary and external actors
3. Identi... | The user wants me to generate a C4 Design document for ByteOS, a hobby operating system for x86_64 architecture written in C. I need to analyze the dependency graph, repository structure, and contextual files to infer the architectural intent.
Let me analyze what I have:
1. **System Type**: This is an operating syste... |
6thsolution|EasyMVP | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: EasyMVP Framework
**Date:** Pre-Implementation
**Author:** Product Lead, 6thSolution Technologies
**Subject:** Requirements for Android Architecture Library
## 1. Executive Summary
We intend to build a comprehensive framework that simplifies the implementation of the Model-View-Presenter (MVP) pat... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** View Interface Abstraction
**Statement:** The system shall allow developers to define view interfaces that abstract concrete view implementations.
**Rationale:** Based on the dependency relationship between view interfaces and presenter logic.
**Acceptance Cr... |
# EasyMVP C4 Design Document
## System Context
EasyMVP is an Android framework library that implements the Model-View-Presenter (MVP) architectural pattern with automated boilerplate reduction through annotation processing and bytecode weaving. The system provides a clean separation between presentation logic and A... | 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), Context Files (build.gradle, README.md).
* **Output:** A concise, high-level stak... | The user wants me to generate functional and non-functional requirements for the EasyMVP system based on the provided dependency graph, structural information, and documentation (README.md, build.gradle).
I need to follow the IEEE 29148 style requirements format.
I must NOT reference source code, files, file names, co... | The user wants me to generate a C4 Design document for the EasyMVP library based on the provided dependency graph, structural information, and documentation.
Let me analyze the input:
1. **System Overview**: EasyMVP is an Android MVP (Model-View-Presenter) library that uses annotation processing and bytecode weaving ... |
7ep|demo | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Software Engineering Excellence Reference Application
**Date:** [Pre-Implementation]
**Owner:** Training & Development Division
**Version:** 1.0
## 1. Mission Statement
We intend to build a comprehensive, multi-domain web application that serves as a living laboratory for demonstrating modern soft... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** User Authentication and Registration
**Statement:** The system shall allow users to register new accounts and authenticate existing credentials securely.
**Rationale:** Derived from the dependency relationship between the authentication domain and the persist... |
```mermaid
C4Context
title System Context diagram for Training Demo Application
Enterprise_Boundary(b0, "Training Demo System") {
Person(user, "End User", "A user accessing the web application to use training features like authentication, library management, mathematics, and auto insurance tools.")
... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges, package files), Context Documents (README.md, src/README.txt, etc.).
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** A concise, high-level stakeholder int... | The user wants me to generate a requirements document based on the provided dependency graph, repository structure, and contextual files (READMEs).
**Critical Restrictions:**
1. **NO** references to source code, files, file names, configuration files, or implementation artifacts (e.g., pyproject.toml, APIs, classes, ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files (README.md, src/README.txt, etc.).
I need to:
1. Analyze the repository structure and dependencies
2. Infer the architectural intent and design patterns
3. Create a comprehensive C4 D... |
7hens|okbinder | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Streamlined Cross-Process Communication Layer
**Date:** Pre-Implementation Phase
**Stakeholder:** Mobile Platform Engineering Lead
**Objective:** To define the strategic requirements for a next-generation inter-process communication (IPC) solution within the Android ecosystem.
## 1. Executive Summ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Interface Contract Definition
**Statement:** The system shall allow developers to define inter-process communication contracts using standard programming language interfaces annotated for identification.
**Rationale:** Contextual documentation indicates the s... |
```mermaid
C4Context
title System Context diagram for OkBinder IPC Framework
Enterprise_Boundary(b0, "Android Ecosystem") {
Person(developer, "Android Developer", "Developer integrating OkBinder for IPC communication between Android processes")
System_Boundary(b1, "OkBinder Framework") {
... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context).
* **Input:** Dependency graph (nodes/edges), package structure, build.gradle, README.md.
* **Output:** A concise, high-level stakeholder intent document in first... | 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, contextual files).
* **Constraints:**
* NO ... | 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 IPC (Inter-Process Communication) library called "OkBinder" that aims to replace AIDL.
Let me analyze the information:
1. **System Purpose**: OkBinde... |
7thFACTOR|horus_ui | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# HorusUI Product Vision & Intent
## 1. Executive Summary
I am authorizing the development of HorusUI to address the critical bottleneck in creating professional-grade internal tools and editor interfaces. Our goal is to provide a lightweight, high-performance graphical user interface library that empowers developer... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** UI Context and Window Management
**Statement:** The system shall provide an API to initialize a user interface context and create, manage, and present application windows.
**Rationale:** Based on the implied system role of a graphical interface framework, a c... |
# C4 Design Document: HorusUI (HUI)
## System Context
```mermaid
C4Context
title System Context diagram for HorusUI (HUI)
Person(developer, "Application Developer", "Develops tools and applications using HorusUI library")
Person(endUser, "End User", "Uses applications built with HorusUI,... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Generate a stakeholder intent document (product vision/requirements summary) based on a provided dependency graph, structural information, and relevant documents (README.md).
* **Input:** Dependency graph (nodes/edges), package files, README.md con... | 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 (README.md).
**System Identification:**
Based on the README.md and package structure, this is "HorusUI" (hui), an Immediate Mode Graphical User Interf... | The user wants me to generate a C4 Design document for the HorusUI (HUI) library based on the provided dependency graph, structural information, and documentation.
Let me analyze what I have:
1. **Repository Structure:**
- Main library: `7thFACTOR|horus_ui` with `include` and `src` directories
- Examples: `7thF... |
91DarioDev|forwardscoverbot | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: ForwardsCoverBot
## Executive Objective
I am initiating the development of **ForwardsCoverBot** to solve a critical privacy concern within the Telegram messaging ecosystem. Currently, when users forward messages, the platform automatically attributes the content to the original sender's username. M... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Message Echo
**Statement:** The system shall receive messages from users and return them to the sender without modification of content or formatting.
**Rationale:** Core system purpose is to anonymize forwarded messages by providing a clean echo of user conte... |
# ForwardsCoverBot C4 Architecture Design Document
## System Context
ForwardsCoverBot is a Telegram bot designed to anonymize message forwarding. Users send messages to the bot, which echoes them back with the bot's identity as the forward label instead of the original sender's name. This prevents recipients from s... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package/files), and relevant documents (setup.py, README.md).
* **Task:** Generate a summary of the given system based on the provided information.
* **Constraint 1 (Crucial):** W... | The user wants me to generate functional and non-functional requirements for the ForwardsCoverBot system based on the provided dependency graph, structural information, and contextual files (setup.py, README.md).
I need to follow the IEEE 29148 standard format and structure provided in the instructions. I must NOT ref... | The user wants me to generate a C4 Design document for the "ForwardsCoverBot" repository based on the provided dependency graph, structural information, and context files.
Let me analyze what I have:
1. **System Type**: This is a Telegram bot (python-telegram-bot library)
2. **Purpose**: Anonymize forwarded messages ... |
AAChartModel|AAChartCore | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Android Data Visualization Framework
**Date:** Pre-Implementation
**Owner:** Product Leadership Team
## 1. Executive Summary
We intend to build a premier data visualization solution for the Android ecosystem. Our goal is to empower application developers to integrate professional-grade, interactiv... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Chart Type Rendering Support
**Statement:** The system shall render multiple chart types including line, bar, column, area, pie, scatter, and mixed chart visualizations
**Rationale:** Dependency relationship between core chart functionality and enumerated cha... |
# C4 Design Document - AAChartCore Demo System
## System Context
The AAChartCore Demo System is an Android demonstration application that showcases the capabilities of the AAChartCore charting library. The system serves as both a reference implementation for developers and a comprehensive test suite for chart rende... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package names, files), and relevant documents (build.gradle, README).
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** A conc... | The user is asking me to generate functional and non-functional requirements for a system based on:
1. A dependency graph (showing package structure and relationships)
2. Repository structure information
3. Context files (build.gradle, README.md)
However, I need to follow the CRITICAL RESTRICTIONS:
- DO NOT reference ... | 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 application that uses a charting library called AAChartCore.
Let me analyze what I have:
1. **Package Structure:**
- `com.example.anan` - Main app... |
AHXR|ghost | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
I cannot fulfill this request. The materials provided describe a Remote Access Trojan (RAT), which is a type of malware designed to facilitate unauthorized remote access, system persistence, and command execution on victim machines.
I am unable to generate stakeholder intent documents, requirements specifications, o... | null |
I cannot and will not generate architectural documentation for this software system.
## Why I'm Declining
This repository contains **malware** - specifically a Remote Access Trojan (RAT) designed to:
1. **Provide unauthorized remote access** to victim computers
2. **Execute commands silently** without user knowled... | 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-file structure, README.md content.
* **Output:** A concise, high-level stakeholder intent document i... | null | The user is asking me to generate a C4 Design document based on what appears to be a Remote Access Trojan (RAT) malware system. This is clearly malicious software designed for unauthorized remote access to computers.
I need to be very careful here. This is NOT a legitimate software architecture request - this is malwa... |
AIBluefisher|DAGSfM | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Distributed Graph-Based 3D Reconstruction System
## Executive Summary
I am building a scalable Structure-from-Motion (SfM) system that enables automated 3D reconstruction from large image collections. Traditional SfM solutions fail when processing thousands or millions of images due to computation... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Image Feature Extraction
**Statement:** The system shall extract visual features from input images using GPU-accelerated algorithms.
**Rationale:** Dependency relationship between feature extraction and matching components indicates feature extraction i... |
# DAGSfM: Distributed and Graph-Based Structure-from-Motion Library - C4 Design Document
## System Context
DAGSfM is a high-performance Structure-from-Motion (SfM) system designed for large-scale 3D reconstruction from unordered image collections. The system combines traditional photogrammetry techniques with graph... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and structural information about a software system. Looking at the data provided:
1. The system is called "DAGSfM" or "COLMAP" (the CMakeLists.txt shows project(COLMAP))
2. It's a Structure-from-Motion (SfM) library with distributed c... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and relevant documents. This appears to be a Structure-from-Motion (SfM) system called DAGSfM (Distributed and Graph-Based Structure-from-Motion Library), which is ba... | 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 DAGSfM (Distributed and Graph-Based Structure-from-Motion Library).
Let me analyze the input:
1. **Dependency Graph**: Shows components and their relat... |
AIMLang|aiml-java-interpreter | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Vision & Stakeholder Intent: AIML Interpretation Engine
## 1. Executive Summary
I am establishing the requirements for a robust, extensible conversational intelligence platform. The primary objective is to deliver a high-performance engine capable of interpreting Artificial Intelligence Markup Language (AIM... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** AIML Knowledge Processing
**Statement:** The system shall process natural language input against a defined set of pattern-matching rules to generate appropriate responses.
**Rationale:** Dependency relationship between the core processing module and the entit... |
# AIML Java Interpreter - C4 Architecture Design Document
## System Context
The AIML Java Interpreter is a modular chatbot engine that processes AIML (Artificial Intelligence Markup Language) 2.0 specifications and enables multi-channel conversational interactions. The system serves as both a standalone application... | 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 ("I" or "We"), written *before* the software existed.
* **Focus:** What ... | 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 implementati... | 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). I need to analyze this information and create a comprehensive C4 architecture document that describes the system context, containers, and components.
Let me fi... |
AKSW|QuitStore | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Distributed Version Control for Knowledge Bases
## 1. Executive Summary
I am commissioning the development of a workspace designed for distributed collaborative Linked Data knowledge engineering. The primary objective is to treat RDF knowledge bases with the same rigor, history tracking, and collab... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** SPARQL Query and Update Interface
**Statement:** The system shall provide a standard SPARQL 1.1 interface for executing query and update operations on RDF datasets.
**Rationale:** Derived from the Observed interaction with the query processing capabilities an... |
# C4 Design Document - Quit Store
## System Context
The Quit Store is a distributed collaborative knowledge management system that combines RDF (Resource Description Framework) knowledge bases with Git version control. It provides a workspace where multiple users can collaboratively edit, version, and share semanti... | 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, Dockerfile, pyproject.toml, README.md.
* **Output:** A concise, hig... | 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, Contextual Files).
* **Constraints:**
* DO ... | The user wants me to generate a C4 Design document for the Quit Store system based on the provided dependency graph, structural information, and documentation.
Let me analyze the input:
1. **Dependency Graph**: Shows packages and their relationships
- Main packages: quit, quit.web, quit.tools, quit.core, quit.git,... |
AKuznetsov|russianmorphology | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# System Intent & Requirements: Morphological Search Enhancement Library
## 1. Executive Vision
We intend to build a specialized linguistic analysis library designed to integrate directly with the Apache Lucene search framework. Our primary goal is to significantly improve search recall and relevance for content wri... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-language Morphological Analysis
**Statement:** The system shall support morphological analysis for Russian and English languages.
**Rationale:** Dependency relationship shows distinct morphology packages for both languages (org.apache.lucene.morphology.... |
# C4 Design Document: Apache Lucene Morphology Library
## System Context
The Morphology Library is a Java-based extension for Apache Lucene that provides morphological analysis capabilities for Russian and English languages. It enables search applications to understand word forms, inflections, and base forms, signi... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and related documents.
I need to write a stakeholder intent document in the first person ("I" or "We"), as if written before the software existed.
I must NOT reference the dependency graph, code, architecture, modules, etc.
I must focu... | The user wants 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 the IEEE 29148 style requirements format.
Key observations from the input:
1. This is a morphology system for Apache Lucene... | 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 Type**: This is a Java library/module for Apache Lucene that provides morphological analysis for Russian and English ... |
ALFA-group|robust-adv-malware-detection | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Adversarially Robust Malware Detection Framework
**Date:** January 2018
**Owner:** ALFA Research Group
**Status:** Pre-Implementation Requirements
## 1. Executive Summary
We are building a specialized research framework designed to evaluate and enhance the resilience of deep learning models agains... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Experiment Configuration Management
**Statement:** The system shall provide a configuration interface to specify dataset paths, hardware resources, training algorithms, and evasion methods.
**Rationale:** Behavioral cue indicates user interaction is required ... |
# C4 Design Document: Robust Adversarial Malware Detection System
## System Context
The Robust Adversarial Malware Detection System is a research platform designed to evaluate and improve the robustness of deep learning models against adversarial attacks targeting binary-encoded malware detection. The system implem... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/docs).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the software existed.
* **Focus:** Goals, bu... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual files (README.md, requirements.txt).
I need to follow the IEEE 29148 style requirements format strictly.
I must NOT reference source code, file names, or implementation ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. Let me analyze this systematically.
First, let me understand what I'm looking at:
1. **System Purpose**: This is a research codebase for adversarial deep learning for robust malwa... |
AMICI-dev|AMICI | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# AMICI Product Vision Document
## Executive Summary
I am establishing a high-performance simulation and sensitivity analysis platform for systems biology research. This tool will enable scientists to import biochemical reaction models from standard formats, automatically generate optimized simulation code, and eff... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Model Import from Standard Formats
**Statement:** The system shall import differential equation models from SBML, PySB, Antimony, BNGL, and Petab format specifications.
**Rationale:** Dependency relationship shows multiple importer packages (sbml, pysb, antim... |
# AMICI C4 Design Document
## System Context
AMICI (Advanced Multi-Language Interface) is a high-performance simulation framework for systems biology that enables efficient parameter estimation and sensitivity analysis for ordinary and differential-algebraic equation models. The system serves as a bridge between hi... | The user wants me to generate a stakeholder intent document based on the provided dependency graph, structural information, and relevant documents.
This is a reverse-engineering task where I need to infer the original product vision and requirements from the code structure and documentation.
Key observations from the... | 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. The system appears to be AMICI (Advanced Multilanguage Interface for CVODES and IDAS), a tool for simulating and analyzing differential equat... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the AMICI software repository.
Let me analyze what I have:
1. **Repository Structure**: This is the AMICI (Advanced Multi-Language Interface) project - a Python/C++ library for... |
ANNetGPGPU|ANNetGPGPU | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# ANNetGPGPU Product Vision Document
## Stakeholder Intent
As a research and development team focused on machine learning and neural network applications, we need a comprehensive framework that enables efficient training and experimentation with artificial neural networks. Our primary goal is to leverage modern GPU... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Neural Network Training Support
**Statement:** The system shall support training of Self-Organizing Maps (SOM) and Back Propagation neural networks with configurable network architectures.
**Rationale:** Dependency relationship between network components and ... |
# ANNetGPGPU Architecture Design Document
## System Context
ANNetGPGPU is a neural network framework designed for training and visualizing Self-Organizing Maps (SOM) and Back Propagation networks with GPU acceleration. The system provides both a core computational library and a desktop designer application for netw... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related files. This is a system called "ANNetGPGPU" which appears to be a neural network library with GPU acceleration capabilities.
Let me analyze what I can infer from the structure:
1. **Core Purpose**: This is a neural... | The user wants me to generate functional and non-functional requirements for a system called "ANNetGPGPU" based on the provided dependency graph, repository structure, and contextual files (CMakeLists.txt, FindCUDAThrust.cmake, FindOpenMP.cmake).
I need to follow strict constraints:
1. DO NOT reference source code, fi... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. I need to analyze this information and create a comprehensive C4 architecture document.
Let me analyze the input:
1. **Dependency Graph Analysis:**
- Main project: ANNetGPGPU
... |
ANSSI-FR|bootcode_parser | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent: Boot Record Analysis Utility
**Date:** [Pre-Implementation]
**Author:** Forensic Analysis & Incident Response Team
**Subject:** Vision for Automated Boot Sector Triage Tool
## 1. Problem Statement
Our security analysts face significant challenges when investigating potential system compromises... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Boot Record Parsing
**Statement:** The system shall parse Master Boot Record (MBR), Volume Boot Record (VBR), and Initial Program Loader (IPL) structures from input data.
**Rationale:** Implied system role as a specialized analyzer for BIOS-based boot compone... |
# C4 Design Document: bootcode_parser
## System Context
The bootcode_parser system is a forensic analysis tool designed for security analysts and incident responders to detect bootkit infections and anomalies in BIOS-based boot records. The system operates as a standalone command-line application that processes dis... | 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 content.
* **Output:** A concise, high-level stakeholder intent document in first... | 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.md).
**System Analysis:**
1. **System Name:** bootcode_parser
2. **Purpose:** Offline analysis of boot records (MBR, VBR, IPL) and whole disk i... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and documentation for a project called "bootcode_parser".
Let me analyze what I have:
1. **Dependency Graph**:
- Two main packages: `ANSSI-FR|bootcode_parser` (628 LOC, FanIn=1, FanOut=0) and `tests` ... |
ANTsX|ANTsPyNet | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# ANTsPyNet Stakeholder Intent Document
## Vision Statement
As a leader in medical imaging research and clinical applications, I need a comprehensive, accessible deep learning platform that democratizes advanced image analysis for researchers and healthcare professionals. ANTsPyNet will provide a unified Python lib... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Deep Learning Architecture Provision
**Statement:** The system shall provide a library of deep learning model architectures suitable for medical image analysis tasks.
**Rationale:** Derived from Implied system role of defining model structures and Observed in... |
# ANTsPyNet C4 Architecture Design Document
## System Context
ANTsPyNet is a deep learning library designed for medical image processing and analysis. It provides a comprehensive collection of pre-built neural network architectures and specialized utilities for various medical imaging tasks including segmentation, ... | 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 for a medical image processing/deep learning library called ANTsPyNet.
Let me analyze what I can infer from the data:
1. **System Purpose**: This is a ... | 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.
1. **Analyze the Input:**
* **System Name:** ANTsPyNet (inferred from `pyproject.toml`, `docker/Dockerfile`, `docs.source`).
* **Purpo... | The user wants me to generate a C4 Design document for the ANTsPyNet repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: This is a deep learning library for medical image processing, part of the ANTsX ecosystem. It provid... |
ANYbotics|elevation_mapping | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Autonomous Terrain Perception System - Product Intent
**Date:** Pre-Implementation
**Author:** Product Owner
**Subject:** Requirements for Elevation Mapping System
## 1. Strategic Vision
We require a robust, real-time perception module that enables our autonomous robots to understand the 3D geometry of the ground... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Sensor Data Ingestion
**Statement:** The system shall accept and process raw point cloud data from multiple heterogeneous sensor types simultaneously.
**Rationale:** The system architecture supports distinct processing modules for different sensor modal... |
# Elevation Mapping System - C4 Design Document
## System Context
The Elevation Mapping System is a robotics middleware component that generates and maintains 2.5D elevation maps from multiple sensor inputs. It operates within the ROS (Robot Operating System) ecosystem, providing real-time terrain perception capabi... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related files.
The system is "ANYbotics|elevation_mapping".
Looking at the nodes and files:
- `elevation_mapping` is the core package.
- It has `src`, `include`, `test`, `demos`.
- Key components: `ElevationMapping`, `Elevat... | 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.
The system appears to be an "elevation_mapping" system, likely for robotics (ANYbotics suggests a robotics company, and the dependencies like `sensor_... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (CMakeLists.txt).
I need to:
1. Analyze the system to understand its purpose
2. Identify system boundaries and external actors
3. Infer main containers from repository structure
4. ... |
AOMediaCodec|libavif | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# AV1 Image Format Library - Stakeholder Intent Document
## Vision Statement
We need a portable, production-ready C library that enables widespread adoption of the AV1 Image File Format across all major platforms and applications. This library must make AVIF accessible to developers who want to leverage next-genera... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** AVIF Image Encoding
**Statement:** The system shall encode source images into AV1 Image File Format (AVIF) files with configurable quality settings and bit depth support.
**Rationale:** Core library functionality required for AVIF format compliance and image ... |
# C4 Design Document: libavif
## System Context
libavif is a portable C library implementing the AV1 Image File Format (AVIF) specification. It provides encoding and decoding capabilities for AV1-based image files with support for various color formats, bit depths, and alpha channels. The system operates as a found... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related files. I need to understand what this system is about based on the provided information.
Looking at the nodes, edges, and documents, this is clearly the **libavif** project - a C library for encoding and decoding AV... | The user wants me to generate functional and non-functional requirements for the libavif system based on the provided dependency graph, repository structure, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: From README.md, this is "a friendly, portable C implementation of the AV1 Image File F... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the libavif repository.
Let me analyze the evidence:
1. **Dependency Graph Analysis:**
- Core library: `AOMediaCodec|libavif.src` (11,360 LOC, high fan-in 9, low fan-out 1)
... |
AOtools|soapy | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Adaptive Optics Simulation Platform - Stakeholder Intent Document
## Vision Statement
I need a comprehensive, flexible Adaptive Optics (AO) simulation platform that enables researchers and engineers to design, test, and validate AO systems before committing to expensive hardware development. This system must serv... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Configuration Management
**Statement:** The system shall load and parse system configuration from external configuration files to define simulation parameters, component types, and operational settings.
**Rationale:** Dependency relationship between configura... |
# C4 Design Document: Soapy Adaptive Optics Simulation Toolkit
## System Context
Soapy is a Monte-Carlo Adaptive Optics (AO) simulation toolkit designed for researchers and engineers developing and testing AO system configurations. The system enables end-to-end simulation of AO loops with configurable wavefront sen... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documentation for a software system called "Soapy".
Let me analyze what I'm seeing:
1. **System Name**: Soapy (Simulation 'Optique Adaptative' with Python, formerly PyAOS)
2. **Domain**: Adaptive Optics (AO) Simul... | The user wants me to generate functional and non-functional requirements for the Soapy system based on the provided dependency graph, repository structure, and contextual documents.
Let me analyze the input:
1. **Dependency Graph Analysis:**
- Main package: `soapy` (5116 LOC, FanIn=4, FanOut=1) - This is the core ... | 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 "Soapy".
Let me analyze the evidence:
1. **System Purpose**: From README.md, Soapy is a "Monte-Carlo Adaptive Optics Simulation toolkit written in Pyth... |
APISENSE|rhino-android | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Android Scripting Engine Library
**Date:** [Pre-Implementation]
**Owner:** APISENSE Development Team
**Subject:** Requirements for a Mobile-Optimized JavaScript Execution Environment
## 1. Executive Vision
We aim to empower Android application developers with the ability to execute dynamic JavaScr... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Script Engine Discovery
**Statement:** The system shall provide a mechanism to retrieve a scripting engine instance via a standard management interface using a unique identifier.
**Rationale:** Based on Implied system role as a script engine provider and Obse... |
# C4 Design Document - Rhino Script Engine for Android
## System Context
The Rhino Script Engine for Android is a specialized library that enables JavaScript code execution within Android applications. It provides a minimal, Android-compatible implementation of the Rhino JavaScript engine, packaged as a reusable li... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph and provided documents.
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written as if before the software existed.
* **Focus:** What the s... | 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 appears to be a Java/Android library project that packages the Rhino JavaScript engine for Android use.
Let me analyze the information:
1. **Project Identity**: This is `rhin... |
APSL|puput | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Puput Blog System: Stakeholder Intent Document
## Vision
We need a powerful yet simple blogging solution that integrates seamlessly with Django and Wagtail CMS. Organizations building websites on this stack should be able to add professional blog functionality without building it from scratch.
## Business Proble... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Blog Entry Management
**Statement:** The system shall allow users to create, edit, publish, and manage blog entries with support for rich content including Markdown formatting.
**Rationale:** The central puput package contains entry management component... |
# Puput Blog System - C4 Architecture Design Document
## System Context
Puput is a Django application that provides comprehensive blog management capabilities through integration with Wagtail CMS. It serves as a specialized content management solution for publishing, organizing, and distributing blog content with m... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documents. This appears to be the "Puput" blog application built on Django and Wagtail CMS.
Let me analyze what I can infer:
1. **Core Purpose**: This is a blog management system built as a Django app using Wagtail... | The user wants me to generate functional and non-functional requirements for the Puput system based on the provided dependency graph, repository structure, and contextual files (README, docs/requirements.txt, docs/Makefile).
I need to follow the strict output format and constraints:
1. NO code references, file names, ... | 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:
**Key Information from the Input:**
1. **System Identity**: Puput - A Django app for managing blogs using Wagtail CMS
2. **Technology Stack**: Django, ... |
APrioriInvestments|typed_python | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: High-Performance Typed Python Environment
**Author:** Lead Product Owner, Quantitative Research & Engineering
**Date:** Pre-Implementation
**Organization:** A Priori Investments
## 1. Vision Statement
We aim to bridge the gap between the rapid development cycle of Python and the execution performa... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Strongly Typed Class Definition
**Statement:** The system shall allow users to define classes with explicit type constraints on attributes and methods.
**Rationale:** Based on the Implied system role of providing strong runtime types to the host language.
**A... |
# System Context
The **Typed Python Platform** is a software ecosystem designed to bridge the gap between Python's expressiveness and C++'s performance and type safety. It provides a standard Python module that introduces strong runtime types and a Just-In-Time (JIT) / Ahead-Of-Time (AOT) compiler capable of generat... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes and edges), structural information (package files), and relevant documents (README, Makefiles, pyproject.toml).
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** ... | 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, Contextual Files).
* **Constraints:**
* NO ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the `typed_python` system.
I need to:
1. Identify the overall purpose of the system from the README and structure.
2. Determine the system boundary and external actors/systems... |
ARISE-Initiative|robosuite | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Robosuite: Robot Learning Simulation Framework - Product Vision Document
## 1. Vision Statement
We need to build a comprehensive, modular simulation framework that enables rigorous, reproducible research in robot learning. Our goal is to lower the barriers to entry for cutting-edge AI and robotics research by pro... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Environment Configuration
**Statement:** The system shall allow users to configure simulation environments by combining robot models, arena layouts, and task objects through a modular composition interface.
**Rationale:** Dependency relationship shows environ... |
# robosuite C4 Architecture Design Document
## System Context
robosuite is a modular simulation framework for robot learning research, providing standardized benchmark environments, robot models, and control interfaces. The system enables researchers to develop and evaluate reinforcement learning and imitation lear... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related information about a software system. The system appears to be "robosuite" - a robotics simulation framework.
Let me analyze what I can infer from the dependency graph and documents:
1. **System Type**: This is a ro... | 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 "robosuite", a simulation framework for robot learning powered by MuJoCo.
I need to follow strict guidelines:
1. DO NOT refe... | The user wants me to generate a C4 Design document for the robosuite repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: From the README, robosuite is a simulation framework for robot learning, powered by MuJoCo physics e... |
ARM-software|vulkan_best_practice_for_mobile_developers | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Vulkan Best Practice for Mobile Developers – Stakeholder Intent Document
## Vision Statement
As ARM's graphics technology team, we recognize that mobile developers face significant challenges when adopting the Vulkan API. The complexity of Vulkan, combined with platform-specific optimization requirements, creates... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Unified Sample Execution
**Statement:** The system shall provide a central entry point to select, initialize, and execute specific demonstration scenarios.
**Rationale:** Implied system role of the main application component to orchestrate sample execution an... |
# C4 Design Document: Vulkan Best Practice for Mobile Developers
## System Context
The Vulkan Best Practice system is a cross-platform demonstration framework that provides developers with reference implementations of Vulkan API best practices for mobile GPU development. It serves as both an educational resource an... | The user wants me to reverse-engineer the stakeholder and product intent from a dependency graph, structural information, and relevant documents. I need to write a stakeholder intent document in first person, as if written before the software existed.
Looking at the data:
1. The project is called "vulkan_best_practice... | 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.
I need to act as a senior requirements engineer and produce a document that looks like it was written before implementation, following IEEE 2... | 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 intended software architecture of this repository.
Let me analyze the input:
1. **System Overview**: This is "Vulkan Best Practice for Mobile Developers" - a s... |
ASPP|pelita | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Pelita Educational Gaming Platform: Stakeholder Intent Document
**Date:** Pre-Implementation
**Author:** Product Lead / Educational Director
**Subject:** Vision and Requirements for the Pelita System
## 1. Executive Summary
I am defining the requirements for **Pelita**, a programmable game environment designed to... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Game Simulation Engine
**Statement:** The system shall simulate a competitive game with maze-based layouts where autonomous agents navigate, consume resources, and interact according to defined rules.
**Rationale:** Dependency relationship shows core game log... |
# Pelita System Architecture
## System Context
Pelita is an educational game platform designed for teaching artificial intelligence and programming concepts through competitive programming. The system provides a framework where students write Python code to control autonomous agents (bots) that compete in a maze-ba... | 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).
* **Const... | The user wants me to generate functional and non-functional requirements for the Pelita system based on the provided dependency graph, repository structure, and contextual documents.
I need to:
1. Infer the system purpose and scope from the evidence
2. Define system boundary and external actors
3. Identify externally ... | The user wants me to generate a C4 Design document for the Pelita system based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the input:
1. **System Purpose**: From the README.md, Pelita is a programmable game that lets you play against your opponent by writing code i... |
ATLauncher|ATLauncher | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# ATLauncher Product Vision & Requirements
## Executive Summary
We are building **ATLauncher**, a unified desktop application designed to simplify the complex ecosystem of Minecraft modding. Our goal is to provide players with a single, reliable interface to discover, install, manage, and launch modpacks from multip... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Source Modpack Installation
**Statement:** The system shall allow users to browse, select, and install modpacks from multiple external distribution platforms including proprietary and community-driven repositories.
**Rationale:** Derived from the depend... |
# System Context
ATLauncher is a cross-platform desktop application designed to simplify the installation, management, and execution of Minecraft modpacks. It serves as a unified client that aggregates content from multiple mod distribution platforms, authenticates users with Microsoft/Mojang services, and orchestra... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided structural info/documents).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written *before* the software existed).
* **Focus:** Wha... | The user wants me to generate functional and non-functional requirements for the ATLauncher system 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, or implementation... | Thinking Process:
1. **Analyze the Request:**
* **Role:** Senior Software Architect specializing in reverse engineering software systems from partial evidence.
* **Task:** Infer the intended software architecture of a repository (ATLauncher) using dependency graph, structural overview, and contextual file... |
AVSystem|Anjay | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Anjay LwM2M Client SDK - Product Vision Document
## Stakeholder Intent
I am commissioning the development of a comprehensive, production-grade LwM2M client SDK that will enable our IoT device manufacturers to deploy secure, manageable, and scalable connected devices across diverse hardware platforms.
## Business... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** LwM2M Protocol Implementation
**Statement:** The system shall implement the OMA LwM2M protocol interfaces including Bootstrap, Registration, Device Management, and Information Reporting.
**Rationale:** Dependency relationship between core protocol modules and... |
# Anjay LwM2M SDK - C4 Architecture Design Document
## System Context
Anjay is a production-grade C library implementing the OMA Lightweight Machine-to-Machine (LwM2M) protocol for IoT device management. It provides a complete client-side implementation that handles all LwM2M protocol details, enabling developers t... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph of a software project. This appears to be the Anjay LwM2M library project by AVSystem.
Looking at the dependency graph, I can see:
1. This is a C library for LwM2M (Lightweight Machine-to-Machine) protocol implementation
2. The... | The user wants me to generate a requirements document for a software system based on the provided dependency graph, repository structure, and contextual files.
The key constraints are:
1. **DO NOT** reference source code, files, file names, configuration files, or implementation artifacts.
2. **DO NOT** cite technic... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the Anjay LwM2M SDK repository.
Let me analyze the input:
1. **Dependency Graph**: Shows nodes (components/packages) with their LOC, FanIn, FanOut metrics and edges showing dep... |
AaltoVision|deep-speed-constrained-ins | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Requirements: Deep Learning Speed Estimation for Inertial Navigation
## 1. Executive Summary
We intend to develop a specialized software solution designed to enhance the accuracy of inertial navigation systems on handheld smart devices. Our primary objective is to mitigate the significant drift an... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Sensor Data Synchronization
**Statement:** The system shall align asynchronous accelerometer and gyroscope data streams based on temporal markers.
**Rationale:** Based on the Dependency relationship between raw sensor inputs and the requirement for coherent t... |
# System Context
The **DCI Training System** is a deep learning research platform designed to estimate instantaneous speed from inertial measurement unit (IMU) sensor data on smartphones. This system addresses the challenge of constraining strapdown inertial navigation by complementing non-linear state estimation wi... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer stakeholder and product intent from a dependency graph (and associated context documents).
* **Input:** Dependency graph nodes/edges (minimal, mostly package structure) and Context Files (README.md).
* **Output:** A concise, ... | 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 Python package structure with:
- Root `python` package (454 LOC, 0 FanIn, 0 FanOut - this seems like the entry point... |
Abdur-rahmaanJ|greenberry | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Greenberry Product Vision & Intent Document
**Project Name:** Greenberry
**Author:** Lead Stakeholder
**Date:** Pre-Implementation Phase
**Version:** 1.0
## 1. Vision Statement
I intend to create Greenberry, a simplified, accessible programming language designed to lower the barrier to entry for new develop... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Language Syntax Interpretation
**Statement:** The system shall parse and interpret valid Greenberry language statements.
**Rationale:** Based on dependency relationship between core engine modules and lexical analysis components, indicating a defined grammar ... |
# Greenberry Programming Language System - C4 Design Document
## System Context
Greenberry is a custom programming language system that provides a complete development environment including a language interpreter, command-line interface, read-eval-print loop (REPL), and integrated development environment (IDE). The... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated documents) to create a stakeholder intent document.
* **Input:** Dependency graph (nodes/edges), package structure, file lists, `pyproject.toml`, `README.md`.
* **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:** IEEE 29148 alignment.
* **Restrictions:** NO ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and contextual files. This appears to be a Python-based programming language called "Greenberry" with an IDE, CLI, and REPL capabilities.
Let me analyze the evidence:
1. **System Type**: This is a progra... |
AbhinayMe|currency-edittext | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Standardized Financial Input Solution
**Date:** Pre-Development Phase
**Author:** Product & Engineering Leadership
**Subject:** Vision for Reusable Monetary Input Component
## 1. Executive Summary
We intend to develop a robust, reusable software component designed to streamline the entry of moneta... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Currency Input Formatting
**Statement:** The system shall format numeric input values according to selected currency standards with automatic symbol placement and value alignment.
**Rationale:** Dependency relationship between input package and currency symbo... |
# C4 Design Document: Currency-Edittext Library
## System Context
The Currency-Edittext system is an Android UI component library that provides a specialized EditText widget for formatted currency input. It sits within the broader Android application ecosystem, enabling developers to integrate professional currency... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes/edges), structural information (package names, files), and relevant documents (build.gradle, README.md).
* **Task:** Reverse-engineer the stakeholder and product intent from this data.
* **Output:** A concise, high-le... | The user wants me to generate functional and non-functional requirements for a system based on:
1. A dependency graph (package structure)
2. Repository structure information
3. Context files (build.gradle, README.md)
This is a Currency EditText library for Android that allows formatting of currency-based numeric input... | 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. **Package Structure:**
- `me` - root package
- `me.abhinay` - main package containing CurrencyEditText, CurrencyUtils, CurrencySymbols
- `me... |
AbnerHqC|GaitSet | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Gait Recognition System Vision & Intent
## 1. Strategic Objective
We aim to develop a robust biometric identification system capable of recognizing individuals based on their walking patterns (gait). Our primary goal is to overcome the limitations of current systems that fail when camera viewpoints change or walki... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Silhouette Set Input Processing
**Statement:** The system shall accept a set of silhouette images as input for gait recognition, where the input set may contain any number of non-consecutive silhouettes filmed under different viewpoints and walking conditions... |
# GaitSet System C4 Architecture Document
## System Context
GaitSet is a deep learning-based gait recognition system that identifies individuals from their walking patterns using silhouette sequences. The system processes sets of silhouettes filmed from different viewpoints and walking conditions, making it robust ... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and provided context/documents).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written before the software existed).
* **Focus:** What the soft... | The user wants me to generate a requirements document for the GaitSet system based on the provided dependency graph, repository structure, and documentation (README.md). I need to follow IEEE 29148 style requirements and the specific output format provided.
Key constraints:
1. DO NOT reference source code, files, file... | The user wants me to generate a C4 Design document for the GaitSet repository based on the provided dependency graph, structural information, and README content.
Let me analyze the evidence:
1. **System Purpose**: This is a gait recognition system that uses deep learning (GaitSet network) for cross-view gait recognit... |
AcademicsToday|academicstoday-django | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# AcademicsToday Platform: Stakeholder Intent & Vision Document
**Date:** Pre-Implementation Phase
**Author:** Product Stakeholder
**Subject:** Strategic Requirements for the AcademicsToday Online Learning Ecosystem
## 1. Vision Statement
We intend to build a comprehensive, open-source online education platform tha... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** User Registration and Authentication
**Statement:** The system shall allow users to create accounts, authenticate securely, and recover access via verified channels.
**Rationale:** Based on the dependency relationship between the account management and login ... |
# System Context
The **AcademicsToday Platform** is a comprehensive open-source Learning Management System (LMS) designed to facilitate online education. It serves as the central hub for educational content delivery, student enrollment, course management, and assessment. The system acts as a bridge between education... | 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:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** A conc... | The user wants me to generate functional and non-functional requirements for the "AcademicsToday" system 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, file names, configuration... | 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:** A list of packages with LOC, FanIn, FanOut. Key packages include `academicstoday_project.account`, `academicstoday_project.teacher`, `... |
AcademySoftwareFoundation|MaterialX | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# MaterialX Platform Vision & Requirements
**Date:** [Pre-Implementation]
**Owner:** Technical Leadership Team
**Subject:** Universal Material Description and Exchange System
## 1. Executive Summary
We intend to build a platform-independent, open standard for representing computer graphics materials and look-develo... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Material Document Parsing and Serialization
**Statement:** The system shall parse MaterialX document files in XML format and serialize MaterialX data structures back to XML format, preserving all node definitions, node graphs, materials, and look assignments.... |
# MaterialX Architecture Design Document
## System Context
MaterialX is an open standard library for representing rich material and look-development content in computer graphics. It enables platform-independent description and exchange of shading networks, materials, and geometry assignments across applications and... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and associated documentation for MaterialX.
1. **Analyze the Input Data:**
* **Dependency Graph:** Shows a large C++ codebase with various components like `MaterialXCore`, `MaterialXFormat`, `MaterialXGenShader` (and spe... | The user wants me to generate a requirements document for the MaterialX system based on the provided dependency graph, repository structure, and documentation files. I need to follow IEEE 29148 standards and produce only the requirements document without any explanations or meta commentary.
Let me analyze the input:
... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the MaterialX project.
Let me analyze the input:
1. **Dependency Graph**: Shows components with their FanIn/FanOut metrics and connections between them
2. **Package Files**: Sh... |
AcademySoftwareFoundation|OpenImageIO | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# OpenImageIO Product Vision & Requirements Document
## Executive Summary
As a leader in visual effects and animation production, I need a unified image I/O solution that eliminates the fragmentation and inefficiency currently plaguing our pipelines. Our studios work with dozens of image formats daily—OpenEXR for r... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Format-Agnostic Image I/O
**Statement:** The system shall provide a unified API for reading and writing image files across multiple formats without requiring the calling application to know format-specific details.
**Rationale:** Dependency relationship betwe... |
# OpenImageIO C4 Architecture Design Document
## System Context
OpenImageIO is a comprehensive image processing library and toolset designed for the visual effects and animation industry. It provides a format-agnostic API that allows applications to read, write, and manipulate image files without needing to underst... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documents for OpenImageIO.
The key information I have:
1. Dependency graph showing nodes and edges (though mostly empty in the provided data)
2. Package files showing the structure of OpenImageIO
3. CMakeLists.txt s... | The user wants me to generate a requirements document for the OpenImageIO system based on the provided dependency graph, structural information, and contextual files (CMakeLists.txt, build scripts, README.md, test README).
I need to:
1. Infer system purpose and scope from the README and structure
2. Define system boun... | The user wants me to generate a C4 Design document for OpenImageIO based on the provided dependency graph, structural information, and contextual files. I need to analyze this data and reconstruct the intended software architecture.
Let me start by understanding what OpenImageIO is from the README:
- It's a toolset fo... |
AcademySoftwareFoundation|OpenShadingLanguage | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Open Shading Language: Stakeholder Intent & Product Vision
## 1. Executive Summary
We intend to establish and maintain an industry-standard shading language and rendering infrastructure that empowers artists and technical directors to define complex surface and light interactions programmatically. Our goal is to c... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Shader Compilation
**Statement:** The system shall compile Open Shading Language source code into an intermediate executable format suitable for runtime shading operations.
**Rationale:** Dependency relationship between the compiler component and execution en... |
```mermaid
C4Context
title System Context diagram for Open Shading Language (OSL)
Enterprise_Boundary(osl_boundary, "Open Shading Language Ecosystem") {
Person(shader_developer, "Shader Developer", "Creates shading code (materials, lights) using OSL language syntax")
Person(renderer_engineer, "Rend... | 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 context documents (CMakeLists.txt, READMEs, etc... | The user wants me to generate functional and non-functional requirements for the Open Shading Language (OSL) system based on the provided dependency graph, repository structure, and contextual files. I need to follow IEEE 29148 style requirements documentation.
Key observations from the input:
1. **System Purpose**: ... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the Open Shading Language (OSL) project.
I need to:
1. Identify the overall purpose of the system.
2. Determine the system boundary and external actors/systems.
3. Infer the ... |
AcademySoftwareFoundation|OpenTimelineIO | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# OpenTimelineIO Stakeholder Intent Document
## Vision Statement
As a leader in the film and television industry, I need a universal interchange format and API that enables seamless editorial data exchange between non-linear editing systems, visual effects pipelines, and digital content creation tools. Today, our w... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Timeline Data Model Management
**Statement:** The system shall provide an in-memory data model representing editorial timeline information including clips, tracks, stacks, and transitions.
**Rationale:** Dependency relationship between core timeline component... |
# OpenTimelineIO C4 Architecture Design Document
## System Context
OpenTimelineIO is a cross-platform library and interchange format for editorial cut information in film, television, and game production. It provides an in-memory data model representing timeline editing information including clips, tracks, transiti... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documents for OpenTimelineIO.
Key information from the dependency graph and documents:
1. **Project Name**: OpenTimelineIO (OTIO)
2. **Organization**: AcademySoftwareFoundation
3. **Core Purpose**: Interchange forma... | The user wants me to generate functional and non-functional requirements for the OpenTimelineIO system based on the provided dependency graph, repository structure, and contextual files (CMakeLists.txt, README.md).
I need to follow strict constraints:
1. DO NOT reference source code, files, file names, configuration f... | The user wants me to generate a C4 Design document for OpenTimelineIO based on the provided dependency graph, structural information, and relevant documents (CMakeLists.txt, README.md).
Let me analyze the evidence:
1. **System Purpose**: OpenTimelineIO is an interchange format and API for editorial cut information in... |
AcademySoftwareFoundation|openexr | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: OpenEXR High-Dynamic-Range Image Library
**Date:** Pre-Implementation
**Author:** Technical Steering Committee
**Subject:** Strategic Intent for the OpenEXR System
## 1. Mission Statement
We intend to establish a reliable, open standard for storing high-fidelity image data within the motion pictur... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** EXR File Reading and Writing
**Statement:** The system shall support reading and writing of OpenEXR image files in both scanline and tiled formats.
**Rationale:** Dependency relationship between core library components and binary tools indicates bidirectional... |
# OpenEXR System Architecture
## System Context
The OpenEXR System provides the reference implementation and specification for the EXR file format, designed for high-dynamic-range (HDR) image storage in the motion picture and visual effects industry. It functions primarily as a software library integrated into host... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), structural information (package files), relevant documents (CMakeLists.txt, READMEs, etc.).
* **Task:** Reverse-engineer stakeholder and product intent from the dependency graph and docs.
* **Output:** A conc... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and relevant documents. This appears to be the OpenEXR project - a high-dynamic-range image file format library.
Let me analyze the evidence:
1. **Dependency Graph*... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents for the OpenEXR project.
I need to analyze the input data to understand:
1. **System Context**: What is OpenEXR? Who uses it? What external systems does it interact with?
2. **Con... |
AcademySoftwareFoundation|openvdb | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: Volumetric Data Management System
**Date:** [Pre-Development Phase]
**Author:** Technical Production Leadership
**Subject:** Unified Sparse Volumetric Data Library and Ecosystem
## 1. Executive Summary
Our production pipeline faces a critical bottleneck: the management of massive, spa... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Sparse Volumetric Data Storage
**Statement:** The system shall provide a hierarchical data structure for efficient storage of sparse volumetric data discretized on three-dimensional grids.
**Rationale:** The dependency graph shows tree, node, and leaf n... |
```mermaid
C4Context
title System Context diagram for OpenVDB Volumetric Data Platform
Enterprise_Boundary(b0, "OpenVDB Ecosystem") {
Person_Ext(vfx_artist, "VFX Artist", "Creates and manipulates volumetric effects in production pipelines")
Person_Ext(dev, "Developer", "Integrates OpenVDB into cust... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and supporting documents).
* **Input:** A dependency graph (nodes, edges, package-files) and some context documents (CMake files, READMEs).
* **Output:** A concise, high-level stakehol... | The user wants me to generate functional and non-functional requirements for a software system based on:
1. A dependency graph (nodes and edges)
2. Package/file structure information
3. Contextual documents (CMake files, READMEs)
I need to:
1. Infer the system purpose and scope from the evidence
2. Define system bound... | 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 OpenVDB project.
Let me analyze the input:
1. **Dependency Graph**: Shows nodes (components, packages, unknown types) with their IDs, names, types, LOC (lines of c... |
AcademySoftwareFoundation|rawtoaces | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# RAW to ACES Conversion System - Stakeholder Intent Document
## Vision
We need a robust, industry-standard solution for converting camera RAW image files into the Academy Color Encoding System (ACES) color space. This capability is essential for modern film, television, and visual effects production pipelines wher... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Raw Image Conversion
**Statement:** The system shall convert raw camera sensor data into a standard color encoding space using defined spectral transformations.
**Rationale:** The dependency relationship between the core processing engine and the color transf... |
# System Context
The **RAWtoACES** system is a specialized color science tool designed to convert RAW camera image data into the Academy Color Encoding System (ACES) color space. It serves as a critical bridge in the VFX and film production pipeline, ensuring color fidelity from capture to post-production.
The syst... | The user wants me to reverse-engineer the intent of a software system based on its dependency graph, structural information, and relevant documents. The system appears to be "rawtoaces" from the Academy Software Foundation.
Let me analyze what I can infer:
1. **Package name**: AcademySoftwareFoundation|rawtoaces
2. *... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual files (Dockerfile, CMakeLists.txt, etc.).
I need to follow the IEEE 29148 style for requirements and the specific output format provided.
**Critical Restrictions:**
- D... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (Dockerfile, CMakeLists.txt, cmake files).
I need to:
1. Infer the system purpose from the files (rawtoaces - likely a raw image to ACES color space converter).
2. Determine syste... |
Accenture|AmpliGraph | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Knowledge Graph Link Prediction & Discovery Platform
**Stakeholder:** Accenture AI Research & Engineering Team
**Date:** Pre-Implementation
**Subject:** Strategic Intent for AmpliGraph Library
## 1. Mission Statement
We aim to democratize access to advanced relational learning technologies. Our go... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Knowledge Graph Data Loading
**Statement:** The system shall provide mechanisms to load, partition, and manage knowledge graph datasets from various sources including in-memory, SQLite, and external data adapters.
**Rationale:** Dependency relationship betwee... |
# AmpliGraph C4 Design Document
## System Context
AmpliGraph is an open-source Python library for knowledge graph representation learning and link prediction. It provides neural machine learning models that generate knowledge graph embeddings—vector representations of entities and relations in a metric space—and us... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated structural info/documents).
* **Input:** Dependency graph (nodes, edges), package-file structure, context documents (requirements.txt, Makefile, README.md).
* **Output:*... | The user wants me to generate functional and non-functional requirements for the AmpliGraph system based on the provided dependency graph, repository structure, and contextual files (README.md, docs/Makefile, requirements.txt).
I need to follow the IEEE 29148 style requirements format and the specific output structure... | The user wants me to generate a C4 Design document for AmpliGraph based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: AmpliGraph is an open-source library for knowledge graph embedding and link prediction using neural machine learni... |
Accenture|bdd-for-all | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# BDD For All: Product Vision & Intent Document
**Date:** Pre-Implementation
**Author:** Product Leadership & Architecture Team
**Subject:** Unified Behavior-Driven Development Framework for API Services
## 1. Vision & Problem Statement
Currently, our organization faces a critical disconnect between business requir... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Natural Language Scenario Execution
**Statement:** The system shall interpret and execute test scenarios defined in a standard natural language grammar.
**Rationale:** Behavioral cue from system documentation indicates support for business-readable requiremen... |
# BDD For All - C4 Architecture Design Document
## System Context
BDD For All is a Behavior-Driven Development (BDD) framework library designed to bridge the gap between business stakeholders and technical teams in API and microservices testing. The system provides a standardized Gherkin-based grammar that enables ... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Generate a stakeholder intent document (first person, pre-implementation) based on provided dependency graph, structural info, and documents (pom.xml, README.md, docs/README.md).
* **Input:** Dependency graph (nodes/edges), Package-Files structure,... | 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 like `pom.xml`, `README.md`).
* **Constraints:**
* NO referen... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents (pom.xml and README.md).
Let me analyze the evidence:
1. **System Purpose**: This is "BDD For All" - a Behavior-Driven Development library for API and microservices testing. It's b... |
AccordBox|wagtail-tailwind-blog | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision & Intent Statement
**Project:** Modern Open-Source Blog Platform
**Author:** Product Lead & Technical Author
**Date:** Pre-Implementation
## 1. Mission Statement
I intend to build a production-grade, open-source blog platform that serves a dual purpose: it must function as a robust, public-facing co... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Blog Post Management
**Statement:** The system shall allow administrators to create, edit, publish, and archive blog posts with rich content including text, images, and formatted media.
**Rationale:** Dependency relationship between blog content modules and p... |
# C4 Design Document: Wagtail Tailwind Blog System
## System Context
The Wagtail Tailwind Blog System is a content management platform designed for publishing and managing blog content with integrated user engagement features. It serves content creators and readers through a modern web interface while providing adm... | 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 (docker-compose.yml, requirements.txt, README.md, frontend/READM... | 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 (docker-compose.yml, requirements.txt, README.md, frontend/README.md).
I need to follow strict guidelines:
1. DO NOT reference source code, files, fil... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. I need to analyze this information and reconstruct the intended software architecture.
Let me analyze what I have:
1. **Repository Structure:**
- This is a Wagtail CMS-based bl... |
Accruent|robotframework-zoomba | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Zoomba Automation Framework - Stakeholder Intent Document
## Vision Statement
As we embark on our automation journey with Robot Framework, we need a unified testing solution that eliminates the friction teams face when getting started. Zoomba exists to accelerate our automation initiatives by providing ready-to-u... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** GUI Automation Support
**Statement:** The system shall provide keywords for web GUI element interaction including wait handling, element clicking, and text selection from lists
**Rationale:** Dependency relationship indicates separation between GUI library mo... |
# System Context
RobotFramework-Zoomba is a Python-based testing library collection that extends the Robot Framework automation ecosystem. It provides unified, production-ready libraries for GUI, REST API, and SOAP API testing with enhanced validation capabilities and simplified keyword syntax.
**Primary Users/Acto... | The user wants me to reverse-engineer the stakeholder intent from a dependency graph and related documents for a system called "robotframework-zoomba". I need to write a high-level stakeholder intent document in first person, as if written before the software existed.
Key information I've gathered:
1. This is a Robot ... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual documents. I need to follow strict IEEE 29148-aligned formatting without referencing code files, implementation details, or technical artifacts.
Let me analyze the evide... | The user wants me to generate a C4 Design document for the robotframework-zoomba repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze the input:
1. **System Purpose**: This is a Robot Framework library collection that provides automation capabilities for GUI,... |
Acellera|moleculekit | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# MoleculeKit: Stakeholder Intent & Product Vision
## 1. Executive Summary
We intend to build **MoleculeKit**, a unified, high-performance software library designed to streamline the manipulation, analysis, and preparation of molecular structures for computational chemistry and drug discovery. Our goal is to elimina... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Molecular Data Loading and Representation
**Statement:** The system shall load molecular structures from multiple file formats and represent them as manipulatable objects with atomic-level access to coordinates, topology, and metadata.
**Rationale:** The depe... |
# C4 Design Document: MoleculeKit
## System Context
MoleculeKit is a Python library for molecular dynamics simulation, molecular structure manipulation, and chemical data processing. It serves computational chemists, molecular biologists, and drug discovery researchers who need to read, write, analyze, and visualiz... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated structural info/documents).
* **Input:** Dependency graph (nodes, edges), package files, context documents (Dockerfile, pyproject.toml, Makefile, READMEs, etc.).
* **Out... | The user wants me to generate functional and non-functional requirements for the MoleculeKit system based on the provided dependency graph, structural information, and contextual files.
Let me analyze the input:
1. **Dependency Graph Analysis:**
- Core package: `moleculekit` (8290 LOC, 10 fan-in, 6 fan-out) - this... | The user wants me to generate a C4 Design document for the MoleculeKit repository based on the provided dependency graph, structural information, and contextual files.
Let me analyze the evidence:
1. **System Purpose**: From README.md and pyproject.toml, this is "A molecule reading/writing and manipulation package" -... |
Acidham|alfred-markdown-notes | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: Alfred Markdown Notes System
## 1. Executive Summary
I intend to develop a high-performance, keyboard-centric note-taking and knowledge management system integrated directly into the macOS system launcher (Alfred). The primary objective is to eliminate friction between capturing ideas, retrieving i... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Note Creation with Templates
**Statement:** The system shall allow users to create new markdown notes using predefined templates with support for dynamic placeholders including title and date values.
**Rationale:** Implied system role as a note-taking tool re... |
# C4 Design Document - Alfred Markdown Notes Workflow
## System Context
The Alfred Markdown Notes Workflow is a macOS productivity system embedded within the Alfred launcher ecosystem. It provides comprehensive note-taking, search, and organization capabilities for Markdown documents, bridging the gap between file-... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph and related documents (README, setup.py).
* **Output:** A concise, high-level stakeholder intent document in first person ("I" or "We"), written *before* the software existed (product vision/... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, repository structure, and contextual files (setup.py and README.md).
I need to follow the strict output format and restrictions:
1. NO references to source code, files, file names, configuration files, or i... | The user wants me to create a C4 Design document based on the provided repository structure, dependency graph, and contextual files (setup.py, README.md).
Let me analyze what I have:
1. **Repository Structure**: This appears to be an Alfred Workflow for macOS that manages Markdown notes. The structure shows:
- Mai... |
ActiDoo|gamification-engine | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Vision: Gamification Engine Service
**Date:** [Pre-Implementation]
**Author:** Product Leadership
**Project:** Gamification Engine (gengine)
## 1. Executive Summary
My objective is to establish a centralized, high-performance service dedicated to managing user engagement and gamification logic. This syste... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Achievement Lifecycle Management
**Statement:** The system shall allow the creation, configuration, and evaluation of achievements based on defined rules and triggers.
**Rationale:** Implied system role as a gamification service requires managing the core ent... |
# System Context
The Gamification-Engine (gengine) is a specialized service that provides gamification capabilities to external applications. It is designed as a framework rather than a complete platform, enabling other systems to integrate achievements, leaderboards, goals, and rewards through a REST API.
## Actor... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), package-file structure, and relevant documents (Dockerfile, docker-compose.yml, requirements.txt, docs/Makefile, README.md, README.txt).
* **Task:** Reverse-engineer the stakeholder and product intent from this inf... | The user wants me to generate functional and non-functional requirements based on the provided dependency graph, structural information, and contextual files (Dockerfile, docker-compose.yml, requirements.txt, docs/Makefile, README.md, README.txt).
I need to follow strict instructions:
1. **Do NOT reference source cod... | The user wants me to generate a C4 Design document for the gamification-engine repository based on the provided dependency graph, structural information, and contextual files (Dockerfile, docker-compose.yml, requirements.txt, docs/Makefile, README.md, README.txt).
Let me analyze the information:
**System Purpose:**
-... |
ActiveJpa|activejpa | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# ActiveJpa Product Vision & Intent
**Date:** Pre-Implementation
**Author:** Product Leadership Team
**Subject:** Simplification of Java Data Access Layer
## 1. Executive Summary
We are building a software solution designed to fundamentally reduce the complexity of data access in Java enterprise applications. Curre... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Entity Persistence Operations
**Statement:** The system shall support create, read, update, and delete operations on entity instances without requiring separate repository or data access layer classes.
**Rationale:** Dependency relationship between org.... |
```mermaid
C4Context
title System Context diagram for ActiveJpa Ecosystem
Enterprise_Boundary(b0, "ActiveJpa Ecosystem") {
Person(developer, "Java Developer", "Develops applications using ActiveJpa library")
Person_Ext(spring_user, "Spring Framework User", "Integrates ActiveJpa with Spring applicat... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes, edges), structural information (package files), and relevant documents (pom.xml, README.md, example README).
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** A co... | The user is asking me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and relevant documents. This is about ActiveJpa, a Java library that implements the active record pattern on top of JPA.
Let me analyze the evidence:
1. **Dependenc... | 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.
Let me analyze the input:
1. **Dependency Graph**: Shows package relationships with Fa... |
ActivityWatch|aw-server | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# ActivityWatch Server: Product Intent Document
## Vision
I want to build a secure, centralized server that stores and manages all personal activity data collected by ActivityWatch clients. This system will serve as the backbone of the Quantified Self ecosystem, enabling users to track, analyze, and export their di... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** REST API for Data Storage and Retrieval
**Statement:** The system shall expose a RESTful API interface for creating, reading, updating, and deleting activity data buckets and events.
**Rationale:** Dependency relationship shows REST resource modules for Bucke... |
# C4 Design Document: aw-server
## System Context
```mermaid
C4Context
title System Context diagram for aw-server
Enterprise_Boundary(activitywatch, "ActivityWatch Ecosystem") {
Person(user, "ActivityWatch User", "End user who wants to store and retrieve their quantified self data")
System... | The user wants me to reverse-engineer the intent of a software system based on its dependency graph, structure, and documentation. I need to write a stakeholder intent document in first person, as if written before the software existed.
Key information from the provided data:
1. **Project Name**: aw-server (ActivityW... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and relevant documents. I need to follow IEEE 29148 standards and output ONLY the requirements document in the specified markdown format.
Let me analyze the input:
1. *... | 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 `aw-server` project from ActivityWatch.
Let me analyze what I have:
1. **Dependency Graph**: Shows 4 main packages (tests, scripts, misc, aw_server) with aw_server... |
AdAway|AdAway | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Stakeholder Intent Document: AdAway System
**Date:** [Pre-Implementation]
**Author:** Product Lead
**Subject:** System-Wide Android Ad Blocking & Privacy Control
## 1. Vision and Mission
We are building a privacy-first utility application designed to empower Android users to regain control over their network traf... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Hosts File Management
**Statement:** The system shall allow users to configure, enable, and disable multiple external hosts file sources for ad blocking.
**Rationale:** Implied system role as an ad blocker requires flexible configuration of filtering rules vi... |
# AdAway C4 Architecture Design Document
## System Context
AdAway is an open-source ad-blocking application for Android devices that intercepts network traffic at the system level using Android's VPN API. The system blocks ads by redirecting requests to known ad servers to localhost via a modified hosts file, while... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and associated documents) to create a stakeholder intent document.
* **Input:** Dependency graph (nodes, edges), package files, build scripts (Gradle), README, etc.
* **Output:** A con... | The user wants me to generate functional and non-functional requirements for a system based on the provided dependency graph, structural information, and relevant documents.
The system appears to be "AdAway", an open-source ad blocker for Android.
Key observations from the input:
1. **System Name:** AdAway
2. **Sys... | 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. **System Overview**: This is AdAway, an open-source ad blocker for Android that uses the hosts file and local VPN.
2. **Key Components from Dependen... |
AdamBien|wad | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent & Vision: Watch and Deploy (WAD)
**Date:** Pre-Implementation
**Author:** Engineering Lead / Product Owner
**Subject:** Accelerating the Enterprise Java Development Cycle
## 1. Objective
Our primary goal is to eliminate the friction between writing code and seeing it run in a runtime environment. W... |
```md
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Source Code Change Monitoring
**Statement:** The system shall monitor the src/main/java directory for file system changes and detect when source files are modified, created, or deleted.
**Rationale:** Dependency relationship between boundary and control... |
```mermaid
C4Context
title System Context diagram for Watch and Deploy (WAD) System
Person(developer, "Java EE Developer", "A developer working on Java EE/Jakarta EE projects who wants to automate the build and deployment process during development.")
System(wad, "WAD (Watch and Deploy)", "A productivit... | Thinking Process:
1. **Analyze the Request:**
* **Input:** Dependency graph (nodes/edges), structural information (package/files), context documents (pom.xml, README.md).
* **Task:** Reverse-engineer stakeholder and product intent.
* **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 contextual files (pom.xml, README.md). I need to follow IEEE 29148 style requirements and follow the strict output format provided.
Let me analyze the input:
1. **Dependency Graph**: Shows package s... | The user wants me to create 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 packages and their relationships
- com.airhacks.wad (main package)
- com.airhairhacks.wad.boundary (96 LOC, 1 FanIn, ... |
AdamStelmaszczyk|gtsa | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Game Tree Search Algorithms (GTSa) - Product Vision Document
## Vision Statement
I am building a comprehensive C++ library that enables developers and researchers to create intelligent game-playing bots for competitive programming environments. This library will provide proven game tree search algorithms that can... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Game Rule Abstraction
**Statement:** The system shall allow users to define custom game rules by providing abstract interfaces for game state representation and valid move specification.
**Rationale:** The system is designed as a reusable AI library requiring... |
# C4 Design Document: Game Tree Search Algorithms (GTSa)
## System Context
The Game Tree Search Algorithms (GTSa) library is a C++ software library designed for AI bot programming in competitive gaming environments. It provides reusable game tree search algorithms (NegaScout with iterative deepening, Monte Carlo Tr... | The user wants me to reverse-engineer a stakeholder intent document from a dependency graph and related documentation.
Looking at the information provided:
1. It's a C++ library called "Game Tree Search Algorithms" (GTSa)
2. It's designed for AI bot programming
3. It implements game tree search algorithms like NegaSco... | The user wants me to generate functional and non-functional requirements for a Game Tree Search Algorithms (GTSa) library based on the provided dependency graph, repository structure, and documentation.
I need to:
1. Analyze the dependency graph and package structure
2. Review the README.md and Makefile for behavioral... | The user wants me to generate a C4 Design document based on the dependency graph, structural information, and relevant documents provided. Let me analyze what I have:
**Dependency Graph Analysis:**
- Node 0: `AdamStelmaszczyk|gtsa.cpp.examples` - COMPONENT, 520 LOC, FanIn=1, FanOut=1
- Node 169: `AdamStelmaszczyk|gtsa... |
AdamStelmaszczyk|learning2run | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Project Vision: Biomechanical Reinforcement Learning Challenge Platform
## 1. Mission Statement
We intend to build a comprehensive software platform to facilitate the NIPS 2017 "Learning to Run" challenge. Our primary goal is to lower the barrier to entry for researchers and competitors by providing a unified, hig... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Environment Interaction Interface
**Statement:** The system shall provide a standardized interface for agent interaction, supporting environment initialization, state reset, and sequential step execution returning observation, reward, and termination status.
... |
# C4 Design Document - NIPS 2017 Learning to Run System
## System Context
The Learning to Run system is a reinforcement learning platform designed for the NIPS 2017 challenge, enabling researchers to develop controllers for physiologically-based human models navigating complex obstacle courses. The system integrate... | 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"), written *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).
* **Input:** Dependency graph (nodes/edges), Repository structure (pa... | The user wants me to generate a C4 Design document based on the provided repository structure, dependency graph, and contextual files. Let me analyze the evidence systematically.
## Step 1: Identify the overall purpose of the system
From the README.md and osim-rl/README.md:
- This is a reinforcement learning system f... |
AdaptiveParticles|LibAPR | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Adaptive Particle Representation (APR) Library - Stakeholder Intent Document
## Vision Statement
We need a high-performance, flexible library that enables researchers to efficiently store, process, and analyze large-scale fluorescence microscopy image data using an adaptive particle-based representation. Traditio... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Adaptive Particle Data Structure Management
**Statement:** The system shall provide a core data structure capable of representing volumetric image data as a collection of adaptive particles with associated spatial and intensity properties.
**Rationale:** Depe... |
# C4 Design Document: Adaptive Particle Representation (LibAPR)
## System Context
The Adaptive Particle Representation (APR) library is a high-performance C++ library designed for scientific image processing, specifically targeting fluorescence microscopy data. The library implements a lossy-compressed, adaptive da... | The user wants me to generate a stakeholder intent document for a software system based on the provided dependency graph, structural information, and relevant documents.
I need to analyze the provided information to understand what the system is:
1. **Name**: LibAPR - Adaptive Particle Representation Library
2. **Purp... | 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:** Output ONLY the requirements document in a specific... | The user wants me to generate a C4 Design document for the AdaptiveParticleRepresentation (LibAPR) library based on the provided dependency graph, structural information, and contextual files (CMakeLists.txt, README.md, pom.xml, etc.).
Let me analyze the evidence:
1. **System Purpose**: This is a C++ library for the ... |
Adikso|BashBot | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Product Intent: BashBot
## Vision Statement
I intend to build a secure, interactive terminal access system that lives directly within our team’s primary communication channel. The goal is to eliminate the friction between collaborative chat and server administration, allowing authorized users to execute commands, ... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Terminal Session Management
**Statement:** The system shall allow users to create, select, freeze, and close terminal sessions through chat commands.
**Rationale:** Dependency relationship between command package and terminal package indicates session lifecyc... |
# C4 Design Document - BashBot
## System Context
BashBot is a Discord bot system that provides terminal access and management capabilities through Discord chat interface. The system bridges Discord users with terminal session management, enabling interactive terminal emulation, session control, and command executio... | Thinking Process:
1. **Analyze the Request:**
* **Task:** Reverse-engineer software intent from a dependency graph (and supporting documents).
* **Output:** A concise, high-level stakeholder intent document in first person (as if written before the software existed).
* **Constraints:**
* F... | The user wants me to generate functional and non-functional requirements for the BashBot system based on the provided dependency graph, repository structure, and contextual files (Dockerfile, requirements.txt, README.md).
I need to follow IEEE 29148 requirements engineering standards and the specific output format pro... | 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 "BashBot".
Let me analyze the information provided:
1. **System Overview**: BashBot is a Discord bot that provides terminal access via chat. It allows users to... |
Adobe-Consulting-Services|acs-aem-samples | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# Strategic Intent: AEM Development Reference Library
**Vision Statement**
I am initiating the creation of a centralized, canonical reference library designed to standardize and accelerate the development of Adobe Experience Manager (AEM) solutions. My primary objective is to provide development teams with verified,... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Authentication Mechanism Implementation
**Statement:** The system shall provide reference implementations for authentication handlers including OAuth and service login resolvers.
**Rationale:** Implied system role within the authentication package structure i... |
# C4 Design Document - ACS AEM Samples
## System Context
The ACS AEM Samples system is a reference implementation library for Adobe Experience Manager (AEM) applications. It provides documented, sample implementations of common AEM building blocks that developers can study, adapt, and reference when building produc... | Thinking Process:
1. **Analyze the Request:**
* **Input:** A dependency graph (nodes, edges), structural information (package names, files), and a README document.
* **Task:** Reverse-engineer the original stakeholder and product intent from this data.
* **Output:** A concise, high-level stakeholder... | 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: p... | The user wants me to generate a C4 Design document based on the provided dependency graph, structural information, and relevant documents. This is an Adobe Experience Manager (AEM) sample project called "ACS AEM Samples" - a collection of sample implementations for common AEM building blocks.
Let me analyze the input:... |
AdoptOpenJDK|jitwatch | qwen3.5-122b-a10b | Qwen/Qwen3.5-122B-A10B-FP8 |
# JITWatch Stakeholder Intent & Product Vision
**Date:** Pre-Implementation
**Author:** Product Owner
**Project:** JITWatch
## 1. Executive Summary
I am initiating the development of JITWatch to solve a critical visibility gap in the Java ecosystem. The Just-In-Time (JIT) compiler is the engine behind Java performa... |
# Functional Requirements
**ID:** REQ-FUNC-001
**Title:** Multi-Format Log Parsing
**Statement:** The system shall ingest and parse execution logs generated by supported Java Virtual Machine implementations.
**Rationale:** Dependency relationship between parser components and the core data model indicates support fo... |
# System Context
JITWatch is a specialized desktop application for visualizing and analyzing Just-In-Time (JIT) compiler behavior in Java Virtual Machines. The system targets JVM performance engineers and developers who need to understand compilation decisions, optimization outcomes, and performance characteristics ... | The user wants me to generate a stakeholder intent document based on a dependency graph and some context files (pom.xml, README.md).
I need to write this as if I am a stakeholder (product owner, lead developer, etc.) describing the vision and requirements *before* the software was built.
I must not reference the depend... | 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.
The system is identified as "JITWatch" based on the package names and README content. It is a log analyser and visualiser for the HotSpot ... | The user wants me to generate a C4 Design document for the JITWatch repository based on the provided dependency graph, structural information, and relevant documents.
Let me analyze the input:
1. **System Purpose**: JITWatch is a log analyser and visualiser for the HotSpot JIT compiler. It parses JIT compilation logs... |
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