Corrected formatting

Author: VisLab

CHANGELOG.md

@@ -1,4 +1,4 @@
-```markdown
+````markdown
 Release 0.8.1 December 9, 2025
 
 The primary purpose of this release was to correct the JSON format for HED schemas so that it would accurately distinguish between inherited and non-inherited attributes. The documentation layout was also improved with quick links.
@@ -175,4 +175,5 @@ Release 0.2.0 February 14, 2023
 - First pass at search and summarization.
 
 Release 0.1.0  June 20, 2022
-- First release on PyPI
+- First release on PyPI```
+````

README.md

@@ -1,9 +1,4 @@
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8056010.svg)](https://doi.org/10.5281/zenodo.8056010)
-[![Maintainability](https://qlty.sh/gh/hed-standard/projects/hed-python/maintainability.svg)](https://qlty.sh/gh/hed-standard/projects/hed-python)
-[![Code Coverage](https://qlty.sh/gh/hed-standard/projects/hed-python/coverage.svg)](https://qlty.sh/gh/hed-standard/projects/hed-python)
-![Python3](https://img.shields.io/badge/python->=3.10-yellow.svg)
-![PyPI - Status](https://img.shields.io/pypi/v/hedtools)
-[![Documentation](https://img.shields.io/badge/docs-hed--python-blue.svg)](https://www.hedtags.org/hed-python)
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8056010.svg)](https://doi.org/10.5281/zenodo.8056010) [![Maintainability](https://qlty.sh/gh/hed-standard/projects/hed-python/maintainability.svg)](https://qlty.sh/gh/hed-standard/projects/hed-python) [![Code Coverage](https://qlty.sh/gh/hed-standard/projects/hed-python/coverage.svg)](https://qlty.sh/gh/hed-standard/projects/hed-python) ![Python3](https://img.shields.io/badge/python-%3E=3.10-yellow.svg) ![PyPI - Status](https://img.shields.io/pypi/v/hedtools) [![Documentation](https://img.shields.io/badge/docs-hed--python-blue.svg)](https://www.hedtags.org/hed-python)
 
 # HEDTools - Python
 
@@ -14,6 +9,7 @@
 HED (Hierarchical Event Descriptors) is a framework for systematically describing both laboratory and real-world events as well as other experimental metadata. HED tags are comma-separated path strings that provide a standardized vocabulary for annotating events and experimental conditions.
 
 **Key Features:**
+
 - Validate HED annotations against schema specifications
 - Analyze and summarize HED-tagged datasets
 - Transform and remodel event data
@@ -37,11 +33,13 @@ A development version is available at: [https://hedtools.org/hed_dev](https://he
 **Requirements:** Python 3.10 or higher
 
 Install from PyPI:
+
 ```bash
 pip install hedtools
 ```
 
 Or install from GitHub (latest):
+
 ```bash
 pip install git+https://github.com/hed-standard/hed-python/@main
 ```
@@ -89,6 +87,7 @@ hedpy remodel run /path/to/data /path/to/remodel_config.json
 ```
 
 **Legacy commands** (deprecated, use `hedpy` instead):
+
 ```bash
 validate_bids /path/to/dataset
 hed_validate_schemas /path/to/schema.xml
@@ -132,7 +131,7 @@ See [`examples/README.md`](examples/README.md) for more details.
 📖 **Full Documentation:** [https://www.hedtags.org/hed-python](https://www.hedtags.org/hed-python)
 
 - [User Guide](https://www.hedtags.org/hed-python/user_guide.html) - Usage instructions
-- [API Reference](https://www.hedtags.org/hed-python/api/index.html) - Detailed API documentation  
+- [API Reference](https://www.hedtags.org/hed-python/api/index.html) - Detailed API documentation
 - [HED Specification](https://www.hedtags.org/hed-specification) - Full HED standard specification
 
 ### Building docs locally
@@ -172,6 +171,7 @@ black tests/
 ```
 
 **Windows Users:** If you encounter "I/O operation on closed file" errors, use the `--workers 1` flag:
+
 ```bash
 black --workers 1 --check .
 black --workers 1 .
@@ -187,16 +187,15 @@ black --workers 1 .
 
 The HED ecosystem consists of several interconnected repositories:
 
-| Repository | Description |
-|------------|-------------|
-| [hed-python](https://github.com/hed-standard/hed-python) | Python validation and analysis tools (this repo) |
-| [hed-web](https://github.com/hed-standard/hed-web) | Web interface and deployable Docker services |
-| [hed-resources](https://github.com/hed-standard/hed-resources) | Example code in Python and MATLAB + HED resources |
-| [hed-specification](https://github.com/hed-standard/hed-specification) | Official HED specification documents |
-| [hed-schemas](https://github.com/hed-standard/hed-schemas) | Official HED schema repository | 
-| [ndx-hed](https://github.com/hed-standard/ndx-hed) | HED support for NWB |  
-| [hed-javascript](https://github.com/hed-standard/hed-javascript) | JavaScript HED validation tools |
-
+| Repository                                                             | Description                                       |
+| ---------------------------------------------------------------------- | ------------------------------------------------- |
+| [hed-python](https://github.com/hed-standard/hed-python)               | Python validation and analysis tools (this repo)  |
+| [hed-web](https://github.com/hed-standard/hed-web)                     | Web interface and deployable Docker services      |
+| [hed-resources](https://github.com/hed-standard/hed-resources)         | Example code in Python and MATLAB + HED resources |
+| [hed-specification](https://github.com/hed-standard/hed-specification) | Official HED specification documents              |
+| [hed-schemas](https://github.com/hed-standard/hed-schemas)             | Official HED schema repository                    |
+| [ndx-hed](https://github.com/hed-standard/ndx-hed)                     | HED support for NWB                               |
+| [hed-javascript](https://github.com/hed-standard/hed-javascript)       | JavaScript HED validation tools                   |
 
 ## Contributing
 
@@ -208,6 +207,7 @@ We welcome contributions! Here's how you can help:
 4. **Share examples:** Contribute example code and use cases
 
 **Development setup:**
+
 ```bash
 # Clone the repository
 git clone https://github.com/hed-standard/hed-python.git