diff --git a/build/pypi/openbb_platform/PUBLISH.md b/build/pypi/openbb_platform/PUBLISH.md
index 27ce8e77951..1f07fe84adc 100644
--- a/build/pypi/openbb_platform/PUBLISH.md
+++ b/build/pypi/openbb_platform/PUBLISH.md
@@ -2,15 +2,18 @@
 
 ## Pre-release procedure
 
-> Note: Ensure you have the appropriate credentials and permissions to publish to PyPI.
+> [!WARNING]
+> The `release` branch is solely for the purpose of publishing the package(s)! Any last minute changes should be made in appropriate PRs and merged to the `develop` branch. Once the `release` branch is created, the `develop` branch should be frozen for further commits.
 
-1. Open a PR with the changes to be published in the format `release/<version>` (e.g. `release/4.0.0`).
+> A `release` branch for a particular package should only cater to the changes for that package directory. For e.g. the `release/openbb-core-2.0.0` branch should only contain changes for the `openbb-core` package i.e. in the `openbb_platform/core` directory.
+
+1. Open a PR with the changes to be published in the format `release/<version>` (for e.g. `release/4.0.0` ). For a particular package use the format `release/<package>-<version>` (for e.g. `release/openbb-core-1.0.1`).
 2. Ensure all the CI workflows pass.
 3. Ensure all unit tests pass: `pytest openbb_platform -m "not integration"`
 4. Ensure all integration tests pass: `pytest openbb_platform -m integration`
 5. Run `python -c "import openbb; openbb.build()"` to build the static assets. Make sure that only required extensions are installed.
 
-    > **Note** Run `python -c "import openbb"` after building the static to check that no additional static is being built.
+    > **Note**: Run `python -c "import openbb"` after building the static to check that no additional static is being built.
 
 6. Finally, check if everything works:
 
@@ -20,11 +23,15 @@
 
 ## Release procedure
 
+> Ensure you have the appropriate credentials and permissions to publish to PyPI.
+
 1. Run the following commands for publishing the packages to PyPI:
 
     Consider using the `--dry-run` flag to check if everything is correct before publishing.
     Also, it might be a good idea to run the script in batches to ensure that the packages are published correctly and the dependencies pick the correct versions.
 
+    > For a single package release, the following steps are optional since the package can be bumped manually.
+
     1. For the core package run: `python build/pypi/openbb_platform/publish.py --core`
     2. For the extension and provider packages run: `python build/pypi/openbb_platform/publish.py --extensions`
     3. For the `openbb` package - **which requires manual publishing** - do the following
@@ -40,13 +47,13 @@
     > Also, sometimes there might be some delay in the PyPI API, so it might be necessary to wait a few minutes before publishing the next package.
 
 2. Update poetry files: `python build/pypi/openbb_platform/poetry_update.py`
-3. Merge the `release/<version>` branch to the `main` branch.
+3. Merge the `release/<package>-<version>` branch to the `main` branch.
 4. Check the `Deploy to GitHub Pages` GitHub action is completed successfully. Go to the [docs](https://docs.openbb.co) website to see the changes.
 
 ## Post-release procedure
 
 1. Install the packages on Google Colaboratory via PyPi and test to check if everything is working as expected.
 2. Install the packages in a new environment locally via PyPi and test to check if everything is working as expected.
-3. Open a new PR with the `release/<version>` branch pointing to the `develop` branch.
-4. Merge the `release/<version>` branch to the `develop` branch.
-5. If any bugs are encountered, create a new branch - `hotfix` for `main` and `bugfix` for `develop` and merge them accordingly.
\ No newline at end of file
+3. Open a new PR with the `release/<package>-<version>` branch pointing to the `develop` branch.
+4. Merge the `release/<package>-<version>` branch to the `develop` branch.
+5. If any bugs are encountered, create a new branch - `hotfix` for `main` and `bugfix` for `develop` and merge them accordingly.