Update SIG-readme-template.md

Quick copy-edit pass

Author: theadactyl

governance/SIG-readme-template.md

@@ -1,46 +1,46 @@
 
 # :framed_picture: [SIG Logo](https://github.com/tensorflow/community/tree/master/sigs/logos)
 
-## SIG presentation
-A general short description of the Repository/SIG.
+## SIG description
+A short overview of the SIG goals & scope.
 
 ## Example
-A very minimal inline primer just to quiclky expose the library
+A minimal inline primer to quickly expose the library
 
-## DOCS/API
-Link to the Tensorflow web site
+## Docs/API
+Link to the appropriate Tensorflow web site page (if applicable)
 
-## Badges section
-Add badges for you repostiroy (pypy, python, gitter, api etc.) 
-CI/Buid specifc badges
+## Badges
+Add badges for you repository (pypy, python, gitter, api etc.) 
+CI/Buid specific badges
 
-## Tensorflow compatibility Matrix
-Repository releases compatibility with TF and Python version or (other languages, cuda, etc.)
+## TensorFlow compatibility Matrix
+Releases compatibility with TF and Python versions or (other languages, cuda, etc.)
 
 ## Project/Repository structure
 A repository overiew with a short description of its tree/modularity
 
 ## Release policy
 Describe the release policy:
 
-E.g. A release each Tensorflow release, multiple releases between two Tensorflow releases, etc.
+E.g. A release for each Tensorflow release, multiple releases between two Tensorflow releases, etc.
 
 ## Installation
 Quick instruction on how to install the packaged version of the repository
 
 ## Docker
-How to start to use the library inside a Docker container.
-If the specific repo doesn't maintain its own Docker image we could route the user to install the package inside the Tensorflow official Docker container
+How to use the library inside a Docker container.
+If the specific repo doesn't maintain its own Docker image, consider directing users to install the package inside the Tensorflow official Docker container.
 
 ## Build from source
 Pointer to a specific CONTRIBUTING.md section
 
 ## Contributing
 Link to the CONTRIBUTING.md
 
-## Support/community
+## Support/Community
 Mailing list/Forum
 Gitter
 
 ## Extra info
-Pleae add any extra info or references to others Markdown files in the specific repo
+Please add any extra info or references to important Markdown files or resources in the repo