diff --git a/docs/docs/tools/help_docs.md b/docs/docs/tools/help_docs.md
index 308edc1d..19ba4180 100644
--- a/docs/docs/tools/help_docs.md
+++ b/docs/docs/tools/help_docs.md
@@ -86,10 +86,11 @@ jobs:
             -c "cd /app && \
             echo 'Running Issue Agent action step on ISSUE_URL=$ISSUE_URL' && \
             export config__git_provider='github' && \
-            export github__user_token=$GITHUB_TOKEN && \            
+                        export github__user_token=$GITHUB_TOKEN && \
             export github__base_url=$GITHUB_API_URL && \
             export openai__key=$OPENAI_KEY && \
-            python -m pr_agent.cli --issue_url=$ISSUE_URL --pr_help_docs.repo_url="..." --pr_help_docs.docs_path="..." --pr_help_docs.openai_key=$OPENAI_KEY && \help_docs \"$ISSUE_BODY\""
+            python -m pr_agent.cli --issue_url=$ISSUE_URL --pr_help_docs.repo_url="..." --pr_help_docs.docs_path="..." --pr_help_docs.openai_key=$OPENAI_KEY && \
+            help_docs "$ISSUE_BODY"
 ```
 
 3) Following completion of the remaining steps (such as adding secrets and relevant configurations, such as `repo_url` and `docs_path`) merge this change to your main branch.
diff --git a/docs/docs/tools/improve_component.md b/docs/docs/tools/improve_component.md
index 6b93b621..05f1371e 100644
--- a/docs/docs/tools/improve_component.md
+++ b/docs/docs/tools/improve_component.md
@@ -1,6 +1,6 @@
 ## Overview
 
-The `improve_component` tool generates code suggestions for a specific code component that changed in the PR.
+The `improve_component` tool generates code suggestions for a specific code component that has changed in the PR.
 it can be invoked manually by commenting on any PR:
 
 ```
diff --git a/docs/docs/tools/review.md b/docs/docs/tools/review.md
index 9705f260..7665202a 100644
--- a/docs/docs/tools/review.md
+++ b/docs/docs/tools/review.md
@@ -1,6 +1,6 @@
 ## Overview
 
-The `review` tool scans the PR code changes, and generates a list of feedbacks about the PR, aiming to aid the reviewing process.
+The `review` tool scans the PR code changes, and generates feedback about the PR, aiming to aid the reviewing process.
 <br>
 The tool can be triggered automatically every time a new PR is [opened](../usage-guide/automations_and_usage.md#github-app-automatic-tools-when-a-new-pr-is-opened), or can be invoked manually by commenting on any PR:
 
@@ -8,7 +8,7 @@ The tool can be triggered automatically every time a new PR is [opened](../usage
 /review
 ```
 
-Note that the main purpose of the `review` tool is to provide the **PR reviewer** with useful feedbacks and insights. The PR author, in contrast, may prefer to save time and focus on the output of the [improve](./improve.md) tool, which provides actionable code suggestions.
+Note that the main purpose of the `review` tool is to provide the **PR reviewer** with useful feedback and insights. The PR author, in contrast, may prefer to save time and focus on the output of the [improve](./improve.md) tool, which provides actionable code suggestions.
 
 (Read more about the different personas in the PR process and how Qodo Merge aims to assist them in our [blog](https://www.codium.ai/blog/understanding-the-challenges-and-pain-points-of-the-pull-request-cycle/))
 
diff --git a/docs/docs/tools/similar_code.md b/docs/docs/tools/similar_code.md
index 684f8265..f65f875c 100644
--- a/docs/docs/tools/similar_code.md
+++ b/docs/docs/tools/similar_code.md
@@ -6,7 +6,7 @@ The similar code tool retrieves the most similar code components from inside the
 
 For example:
 
-`Global Search` for a method called `chat_completion`:
+A `Global Search` for a method called `chat_completion`:
 
 ![similar code global](https://codium.ai/images/pr_agent/similar_code_global2.png){width=768}
 
@@ -21,7 +21,7 @@ Search result link example:
 
 ![code search result single](https://codium.ai/images/pr_agent/code_search_result_single.png){width=768}
 
-`Organization Search`:
+An `Organization Search`:
 
 ![similar code org](https://codium.ai/images/pr_agent/similar_code_org.png){width=768}
 
diff --git a/docs/docs/tools/test.md b/docs/docs/tools/test.md
index 04cc33d6..22f4df01 100644
--- a/docs/docs/tools/test.md
+++ b/docs/docs/tools/test.md
@@ -1,6 +1,6 @@
 ## Overview
 
-By combining LLM abilities with static code analysis, the `test` tool  generate tests for a selected component, based on the PR code changes.
+By combining LLM abilities with static code analysis, the `test` tool generates tests for a selected component, based on the PR code changes.
 It can be invoked manually by commenting on any PR:
 
 ```