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Author: zh1peng

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+TaskBeacon – Advancing Reproducible Psychological Paradigms
+===========================================================
+
+Welcome to **TaskBeacon**, a community-driven platform dedicated to **sharing, standardizing, and enhancing psychological paradigms**.  
+Our mission is to improve **reproducibility and efficiency** in psychological and brain science research through structured formats and **LLM-powered experiment generation**.
+
+What is TaskBeacon?
+-------------------
+
+TaskBeacon is an open science initiative that offers:
+
+**Standardized Paradigm Format – TAPS**  
+- We develop **TAPS (Task and Paradigm Structure)**, a **structured, reproducible format** for psychological paradigms.  
+- It ensures **clarity, consistency**, and **high reproducibility** in experimental designs.
+- Learn  more about TAPS: `TAPS Documentation <https://taskbeacon.github.io/taps/>`_
+
+
+**Open-Source Psychological Task Library**  
+- A curated repository of well-documented experiment templates, including:
+  - Cognitive tasks (e.g., Go/No-Go, Stroop, N-Back)  
+  - Reaction-time studies  
+  - EEG, fMRI, eye-tracking, and fNIRS paradigms  
+  - Clinical and behavioral experiments  
+  - Learn more about the tasks we are sharing: `Tasks <https://taskbeacon.github.io/task_index/>`_
+
+**Cross-Cultural Adaptation of Psychological Tasks**  
+- Supports **automatic localization** into multiple languages  
+- Promotes **global collaboration and accessibility** in research
+
+**Future Directions**  
+- Leverages **large language models (LLMs)** to automate and streamline paradigm creation.  
+- Reduces setup time while ensuring robust and reproducible designs.
+- Learn more about the future of TaskBeacon: 
+
+.. toctree::
+   :maxdepth: 1
+   :caption: docs
+   future_directions
+   psyflow
+   taps
+
+Why TaskBeacon?
+---------------
+
+- **Reproducibility** – Tackles the reproducibility crisis in psychology and neuroscience  
+- **Efficiency** – Speeds up paradigm development with standardized formats and AI  
+- **Open Science** – Encourages transparency and collaboration across research communities  
+- **Scalability** – Enables wide dissemination through culturally adaptable task designs
+
+
+How to Get Involved
+-------------------
+- **Explore the Repository** – Browse open-source psychological tasks and TAPS documentation  
+- **Contribute** – Improve TAPS, share your paradigms, or enhance existing task templates  
+- **Join the Discussion** – Engage with the community and shape the future of standardized experimental research
+
+Connect with Us
+---------------
+- **GitHub**: `TaskBeacon Organization <https://github.com/TaskBeacon>`_  
+- **Email**: [email protected]