the-mindscape-of-bro-tsong/docs/PROJECT_BRIEF.md

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# Project Brief
## 1. Product Context
This repository is the MVP foundation for The Mindscape of Bro Tsong.
The current phase is the cognitive model management subsystem MVP, also called `model_library_mvp`.
It supports a future problem-answering / cognitive-processing system that will use selected cognitive models to analyze user inputs.
## 2. First User
The first user is the project owner.
This is an OPC-oriented product workflow.
The system should reduce the burden of managing, testing, and reusing cognitive models as a one-person company.
## 3. Core Need
The project solves a model asset management problem:
- Existing cognitive models are scattered across articles and previous model indexes.
- Model cards need stronger source traceability.
- Some early models require regression testing and stabilization.
- The future question-answering system needs callable model specifications.
## 4. MVP Focus
The MVP focuses on two models:
- QPI
- Intellectual Archaeology
These two models are used to validate the model extraction protocol.
## 5. Long-Term Direction
Future versions may support:
- 8-10 core models
- 20 extended models
- Model selector
- Multi-lens analysis workflow
- Conflict summarization
- Integrated question-answering system
- Source article integration
- Model regression dashboard
These are not part of v0.1 unless explicitly requested.
## 6. Project Ecosystem
This repository is separate from but related to:
- `knowledge-vault`: upstream source archive and discussion records.
- `ccpe-system`: expert-agent and runtime specification workspace.
- `skills-vault`: canonical source for reusable automation skills.
- `writing-workbench`: deep writing production workspace.
- `video-workbench`: dimensional output workspace.
This project may reference artifacts from those repositories, but its own boundary is the model asset foundation for The Mindscape of Bro Tsong.