diff --git a/README.md b/README.md
index ca3a2e20a..ecd355397 100644
--- a/README.md
+++ b/README.md
@@ -5,11 +5,11 @@
 
 (中文版本请参看[这里](#matrix_cn))  
 
-**Matrix** is an APM (Application Performance Manage) used in Wechat to monitor, locate and analyse performance problems. It is a **plugin style**, **no-intrusion** solution on Android.  It includes:
+**Matrix** is an APM (Application Performance Manage) used in Wechat to monitor, locate and analyse performance problems. It is a **plugin style**, **non-invasive** solution on Android.  It includes:
 
 - **APK Checker:**
 
-  Analyse the APK package, give suggestions of reducing the APK size; Compare two APK and find out the most significant growth
+  Analyse the APK package, give suggestions of reducing the APK's size; Compare two APK and find out the most significant increment on size
 
 - **Resource Canary:**
 
@@ -25,48 +25,48 @@
 
 - **IO Canary:**
 
-  Detect the file IO issues, including performance of file io and closeable leak 
+  Detect the file IO issues, including performance of file IO and closeable leak 
 
 ## Features
 ### APK Checker
 
-- **Easy-to-use.** Matrix provides a  JAR tool, which is more convinient to apply to your integration systems. 
-- **More features.** In addition to APK Analyzer, Matrix find out the R redundancies, the dynamic libraries statically linked STL, unused resources, and supports custom checking rules.
+- **Easy-to-use.** Matrix provides a  JAR tool, which is convinient to apply to your integration systems. 
+- **More features.** In addition to APK Analyzer, Matrix finds out the R redundancies, dynamic libraries statically linking STL, unused resources, and supports custom checking rules.
 - **Visual Outputs.** supports HTML and JSON outputs.
 
 ### Resource Canary
 
-- **Separated detection and analysis.** Make it possible to used in automated test and in release versions (monitor only).
-- **Pruned Hprof.** Remove the useless data in hprof and easier to upload.
-- **Detection of duplicate bitmap.** 
+- **Separated detection and analysis.** Makes it possible to be used in automated test and release versions (monitor only).
+- **Pruned Hprof.** Remove useless data in hprof and easier to upload.
+- **Detection of duplicated bitmap.** 
 
 ### Trace Canary
 
-- **High performance.** Dynamically modify bytecode at compile time, record function cost and stack with little performance loss.
-- **Accurate stack of ui-block.** Provide informations such as stack, function cost, execution times to solve the problem of ui-block quickly.
+- **High performance.** Dynamically modify bytecode at compile time, record function cost and call stack with little performance loss.
+- **Accurate call stack of ui-block.** Provide informations such as call stack, function cost, execution times to solve the problem of ui-block quickly.
 - **Non-hack.** High compatibility to Android versions.
 - **More features.** Automatically covers multiple fluency indicators such as ui-block, startup time, activity switching, slow function detection.
 
 ### SQLite Lint
 
-- **Easy-to-use.** No code intrusion.
+- **Easy-to-use.** Non-invasive.
 - **High applicability.** Regardless of the amount of data, you can discover SQLite performance problems during development and testing.
-- **High standards.** Detection algorithms based on best practices, make the quality of SQLite statement high quality.
-- **May support multi-platform.** C++ implementation make it possible to support multi-platform.
+- **High standards.** Detection algorithms based on best practices, make SQLite statements to the highest quality.
+- **May support multi-platform.** Implementing in C++ makes it possible to support multi-platform.
 
 ### IO Canary
-- **Easy-to-use.** No code intrusion.
-- **More feature.** Including performance of file io and closeable leak.
+- **Easy-to-use.** Non-invasive.
+- **More feature.** Including performance of file IO and closeable leak.
 - **Compatible with Android P.**
 
 ## Getting Started
 
-1. Configure Matrix version in gradle.properties.
+1. Configure `MATRIX_VERSION` in gradle.properties.
 ``` gradle
   MATRIX_VERSION=0.4.7
 ```
 
-2. Add matrix-gradle-plugin in your build.gradle:
+2. Add `matrix-gradle-plugin` in your build.gradle:
 ``` gradle 
   dependencies {
       classpath ("com.tencent.matrix:matrix-gradle-plugin:${MATRIX_VERSION}") { changing = true }
@@ -95,7 +95,7 @@
   }
 ```
 
-4. Implement PluginListener to receive data processed by Matrix.
+4. Implement `PluginListener` to receive data processed by Matrix.
 
 ``` java
   public class TestPluginListener extends DefaultPluginListener {
@@ -115,7 +115,7 @@
 }
 ```
 
-5. Implement DynamicConfig to change parametes of Matrix.
+5. Implement `DynamicConfig` to change parametes of Matrix.
 ``` java
   public class DynamicConfigImplDemo implements IDynamicConfig {
     public DynamicConfigImplDemo() {}
@@ -152,7 +152,7 @@
 }
 
 ```
-6. Init Matrix in the onCreate of your application. 
+6. Init Matrix in the `onCreate` of your application. 
 ``` java 
   Matrix.Builder builder = new Matrix.Builder(application); // build matrix
   builder.patchListener(new TestPluginListener(this)); // add general pluginListener
@@ -178,7 +178,7 @@ You can get more about Matrix output at the wiki [The output of Matrix](https://
 
 ### APK Checker Usage
 
- APK Checker can run independently in Jar mode, usage:
+ APK Checker can be run independently in Jar mode, usage:
 
 ```shell
 java -jar ApkChecker.jar
@@ -225,7 +225,7 @@ Any problem?
 
 1. Learn more from [Sample](https://github.com/Tencent/matrix/tree/dev/samples/sample-android)
 2. [Source Code](https://github.com/Tencent/matrix/tree/master)
-3. [Wiki](https://github.com/Tencent/matrix/wiki) 或 [FAQ](https://github.com/Tencent/Matrix/wiki/Matrix-%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98)
+3. [Wiki](https://github.com/Tencent/matrix/wiki) & [FAQ](https://github.com/Tencent/Matrix/wiki/Matrix-%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98)
 4. Contact us for help
 
 ## Contributing