From 3579feda59edf4edcb3f2d4791cb004949eb5bf8 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 11:40:51 +0400
Subject: [PATCH 01/37] init

---
 .github/workflows/chatgpt-review.yml | 26 ++++++++++++++++++
 .github/workflows/chatgpt_review.py  | 40 ++++++++++++++++++++++++++++
 2 files changed, 66 insertions(+)
 create mode 100644 .github/workflows/chatgpt-review.yml
 create mode 100644 .github/workflows/chatgpt_review.py

diff --git a/.github/workflows/chatgpt-review.yml b/.github/workflows/chatgpt-review.yml
new file mode 100644
index 00000000..67d55fde
--- /dev/null
+++ b/.github/workflows/chatgpt-review.yml
@@ -0,0 +1,26 @@
+name: ChatGPT Code Review
+
+# Даем разрешения на чтение кода и запись комментариев к PR&#8203;:contentReference[oaicite:1]{index=1}
+permissions:
+  contents: read
+  pull-requests: write
+
+on:
+  pull_request:
+    types: [opened, reopened, synchronize]  # Запуск при создании PR и каждом новом коммите&#8203;:contentReference[oaicite:2]{index=2}
+
+jobs:
+  code_review:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Install dependencies
+        run: pip install openai requests
+
+      - name: Run ChatGPT code review script
+        env:
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: python3 .github/workflows/chatgpt_review.py
diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
new file mode 100644
index 00000000..e80049a2
--- /dev/null
+++ b/.github/workflows/chatgpt_review.py
@@ -0,0 +1,40 @@
+import os, requests, openai
+
+# Получаем переменные среды
+repo = os.environ.get("GITHUB_REPOSITORY")            # e.g. "user/repo"
+pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]  # извлекаем номер PR из ссылки вида "refs/pull/123/merge"
+openai.api_key = os.environ["OPENAI_API_KEY"]
+
+# 1. Получение diff через GitHub API
+pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
+headers = {
+    "Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}",
+    "Accept": "application/vnd.github.v3.diff"
+}
+diff_response = requests.get(pr_url, headers=headers)
+diff_text = diff_response.text
+
+# 2. Формирование промпта для ChatGPT
+prompt = (
+    "Вы выступаете в роли ассистента по ревью кода. Вам предоставлен дифф коммитов в Pull Request. "
+    "Проанализируйте изменения и предоставьте отзывы: найдите потенциальные ошибки, проблемы безопасности, "
+    "несоответствия стилю или лучшие практики, а также дайте рекомендации по улучшению кода.\n\n"
+    f"Дифф:\n{diff_text}"
+)
+
+# 3. Вызов OpenAI ChatCompletion
+model_name = "gpt-3.5-turbo"  # можно сделать настраиваемым через переменные среды
+completion = openai.ChatCompletion.create(
+    model=model_name,
+    messages=[
+        {"role": "system", "content": "You are a senior software engineer and code reviewer."},
+        {"role": "user", "content": prompt}
+    ],
+    temperature=0.3,
+    max_tokens=1000
+)
+review_text = completion["choices"][0]["message"]["content"]
+
+# 4. Публикация комментария в PR через GitHub API
+comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
+requests.post(comment_url, headers={"Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}"}, json={"body": review_text})

From c8dbd78d5746874eb22baf765c8e61f5d31c5835 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 12:03:05 +0400
Subject: [PATCH 02/37] fixes

---
 .github/workflows/chatgpt_review.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index e80049a2..7791f86a 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -1,7 +1,7 @@
 import os, requests, openai
 
 # Получаем переменные среды
-repo = os.environ.get("GITHUB_REPOSITORY")            # e.g. "user/repo"
+repo = os.environ.get("GITHUB_REPOSITORY")
 pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]  # извлекаем номер PR из ссылки вида "refs/pull/123/merge"
 openai.api_key = os.environ["OPENAI_API_KEY"]
 
@@ -24,7 +24,7 @@
 
 # 3. Вызов OpenAI ChatCompletion
 model_name = "gpt-3.5-turbo"  # можно сделать настраиваемым через переменные среды
-completion = openai.ChatCompletion.create(
+completion = openai.chat.completions.create(
     model=model_name,
     messages=[
         {"role": "system", "content": "You are a senior software engineer and code reviewer."},

From 6d7e73e36ab748088d950d8a29cbc2d40adf7ba7 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 12:33:15 +0400
Subject: [PATCH 03/37] fix

---
 .github/workflows/chatgpt_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index 7791f86a..b7166671 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -33,7 +33,7 @@
     temperature=0.3,
     max_tokens=1000
 )
-review_text = completion["choices"][0]["message"]["content"]
+review_text = completion.choices[0].message.content
 
 # 4. Публикация комментария в PR через GitHub API
 comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"

From 650d0a2a78ac08d4b6f3ad5aeac60133789edcce Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 13:25:29 +0400
Subject: [PATCH 04/37] Update chatgpt_review.py

---
 .github/workflows/chatgpt_review.py | 28 +++++++++++++++++++---------
 1 file changed, 19 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index b7166671..93520e64 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -1,11 +1,9 @@
 import os, requests, openai
 
-# Получаем переменные среды
 repo = os.environ.get("GITHUB_REPOSITORY")
 pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]  # извлекаем номер PR из ссылки вида "refs/pull/123/merge"
 openai.api_key = os.environ["OPENAI_API_KEY"]
 
-# 1. Получение diff через GitHub API
 pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
 headers = {
     "Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}",
@@ -14,20 +12,32 @@
 diff_response = requests.get(pr_url, headers=headers)
 diff_text = diff_response.text
 
-# 2. Формирование промпта для ChatGPT
 prompt = (
-    "Вы выступаете в роли ассистента по ревью кода. Вам предоставлен дифф коммитов в Pull Request. "
-    "Проанализируйте изменения и предоставьте отзывы: найдите потенциальные ошибки, проблемы безопасности, "
-    "несоответствия стилю или лучшие практики, а также дайте рекомендации по улучшению кода.\n\n"
-    f"Дифф:\n{diff_text}"
+    "You are acting as an advanced code review assistant. Below is a diff from a Pull Request. "
+    "Please analyze these changes in detail and provide a constructive critique. Focus on:\n"
+    "- Potential bugs and security vulnerabilities\n"
+    "- Conformance to coding style and best practices\n"
+    "- Opportunities for performance or maintainability improvements\n"
+    "\n"
+    f"Diff:\n{diff_text}"
+)
+
+sys_prompt = (
+    "You are a highly experienced senior software engineer and code reviewer with deep "
+    "expertise across various programming languages and frameworks "
+    "(including Solidity, JavaScript/TypeScript, and Rust). "
+    "Your role is to thoroughly analyze code changes, focusing on correctness, security, "
+    "maintainability, and adherence to best practices. Provide clear, actionable, and concise "
+    "feedback with concrete suggestions for improvement where necessary. Avoid unnecessary elaboration, "
+    "but ensure that critical details are clearly explained."
 )
 
 # 3. Вызов OpenAI ChatCompletion
-model_name = "gpt-3.5-turbo"  # можно сделать настраиваемым через переменные среды
+model_name = "o1"  # можно сделать настраиваемым через переменные среды
 completion = openai.chat.completions.create(
     model=model_name,
     messages=[
-        {"role": "system", "content": "You are a senior software engineer and code reviewer."},
+        {"role": "system", "content": sys_prompt},
         {"role": "user", "content": prompt}
     ],
     temperature=0.3,

From 10f0db1f0f5ae96ed01d049223ccd6ec21524724 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 13:27:14 +0400
Subject: [PATCH 05/37] model change

---
 .github/workflows/chatgpt_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index 93520e64..9f09ab9c 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -33,7 +33,7 @@
 )
 
 # 3. Вызов OpenAI ChatCompletion
-model_name = "o1"  # можно сделать настраиваемым через переменные среды
+model_name = "o1-mini"
 completion = openai.chat.completions.create(
     model=model_name,
     messages=[

From df056d9a6ac2a0e3b84ceb8c7f40baa77723c8f1 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 14:08:52 +0400
Subject: [PATCH 06/37] fix

---
 .github/workflows/chatgpt_review.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index 9f09ab9c..54316427 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -22,7 +22,7 @@
     f"Diff:\n{diff_text}"
 )
 
-sys_prompt = (
+dev_prompt = (
     "You are a highly experienced senior software engineer and code reviewer with deep "
     "expertise across various programming languages and frameworks "
     "(including Solidity, JavaScript/TypeScript, and Rust). "
@@ -37,7 +37,7 @@
 completion = openai.chat.completions.create(
     model=model_name,
     messages=[
-        {"role": "system", "content": sys_prompt},
+        {"role": "developer", "content": dev_prompt},
         {"role": "user", "content": prompt}
     ],
     temperature=0.3,

From 86303786b4dca3f691f724461544b716dd8817c6 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 14:11:09 +0400
Subject: [PATCH 07/37] fix

---
 .github/workflows/chatgpt_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index 54316427..ae35a6bc 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -37,7 +37,7 @@
 completion = openai.chat.completions.create(
     model=model_name,
     messages=[
-        {"role": "developer", "content": dev_prompt},
+        # {"role": "developer", "content": dev_prompt},
         {"role": "user", "content": prompt}
     ],
     temperature=0.3,

From 46c09e9cf71549b63a291f76835558ca4ecf843c Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 14:20:26 +0400
Subject: [PATCH 08/37] fix

---
 .github/workflows/chatgpt_review.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index ae35a6bc..08655e3e 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -33,15 +33,16 @@
 )
 
 # 3. Вызов OpenAI ChatCompletion
-model_name = "o1-mini"
+model_name = "gpt-4o"
 completion = openai.chat.completions.create(
     model=model_name,
+    reasoning_effort="medium",
     messages=[
-        # {"role": "developer", "content": dev_prompt},
+        {"role": "developer", "content": dev_prompt},
         {"role": "user", "content": prompt}
     ],
     temperature=0.3,
-    max_tokens=1000
+    max_completion_tokens=1000
 )
 review_text = completion.choices[0].message.content
 

From 9493bf2b8d80d014ee5c67567d781e40a7771c62 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 14:21:31 +0400
Subject: [PATCH 09/37] Update chatgpt_review.py

---
 .github/workflows/chatgpt_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/chatgpt_review.py
index 08655e3e..acf8cad6 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/chatgpt_review.py
@@ -36,7 +36,7 @@
 model_name = "gpt-4o"
 completion = openai.chat.completions.create(
     model=model_name,
-    reasoning_effort="medium",
+    # reasoning_effort="medium",
     messages=[
         {"role": "developer", "content": dev_prompt},
         {"role": "user", "content": prompt}

From 32537363f716f1348dd9065b1a86ce5c4d5ec253 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:01:09 +0400
Subject: [PATCH 10/37] ref

---
 .github/workflows/chatgpt-review.yml          |  2 +-
 .../{chatgpt_review.py => gpt-4o_review.py}   | 11 ++---
 .github/workflows/o3-mini-review.py           | 41 +++++++++++++++++++
 3 files changed, 48 insertions(+), 6 deletions(-)
 rename .github/workflows/{chatgpt_review.py => gpt-4o_review.py} (85%)
 create mode 100644 .github/workflows/o3-mini-review.py

diff --git a/.github/workflows/chatgpt-review.yml b/.github/workflows/chatgpt-review.yml
index 67d55fde..63c3c740 100644
--- a/.github/workflows/chatgpt-review.yml
+++ b/.github/workflows/chatgpt-review.yml
@@ -23,4 +23,4 @@ jobs:
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: python3 .github/workflows/chatgpt_review.py
+        run: python3 .github/workflows/o3-mini_review.py
diff --git a/.github/workflows/chatgpt_review.py b/.github/workflows/gpt-4o_review.py
similarity index 85%
rename from .github/workflows/chatgpt_review.py
rename to .github/workflows/gpt-4o_review.py
index acf8cad6..d46d1a91 100644
--- a/.github/workflows/chatgpt_review.py
+++ b/.github/workflows/gpt-4o_review.py
@@ -1,7 +1,11 @@
-import os, requests, openai
+import os
+import requests
+import openai
+
+# Exctracts PR number from the link like "refs/pull/123/merge"
+pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]
 
 repo = os.environ.get("GITHUB_REPOSITORY")
-pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]  # извлекаем номер PR из ссылки вида "refs/pull/123/merge"
 openai.api_key = os.environ["OPENAI_API_KEY"]
 
 pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
@@ -32,11 +36,9 @@
     "but ensure that critical details are clearly explained."
 )
 
-# 3. Вызов OpenAI ChatCompletion
 model_name = "gpt-4o"
 completion = openai.chat.completions.create(
     model=model_name,
-    # reasoning_effort="medium",
     messages=[
         {"role": "developer", "content": dev_prompt},
         {"role": "user", "content": prompt}
@@ -46,6 +48,5 @@
 )
 review_text = completion.choices[0].message.content
 
-# 4. Публикация комментария в PR через GitHub API
 comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
 requests.post(comment_url, headers={"Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}"}, json={"body": review_text})
diff --git a/.github/workflows/o3-mini-review.py b/.github/workflows/o3-mini-review.py
new file mode 100644
index 00000000..59403365
--- /dev/null
+++ b/.github/workflows/o3-mini-review.py
@@ -0,0 +1,41 @@
+import os, requests, openai
+
+repo = os.environ.get("GITHUB_REPOSITORY")
+pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]  # извлекаем номер PR из ссылки вида "refs/pull/123/merge"
+openai.api_key = os.environ["OPENAI_API_KEY"]
+
+pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
+headers = {
+    "Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}",
+    "Accept": "application/vnd.github.v3.diff"
+}
+diff_response = requests.get(pr_url, headers=headers)
+diff_text = diff_response.text
+
+prompt = (
+    "Do code review and analyze code changes "
+    "Provide clear, actionable, and concise feedback with concrete suggestions for improvement where necessary. "
+    "Avoid unnecessary elaboration, but ensure that critical details are clearly explained. "
+    "Focus on:\n"
+    "- Potential bugs and security vulnerabilities\n"
+    "- Conformance to coding style and best practices\n"
+    "- Opportunities for performance or maintainability improvements\n"
+    "\n"
+    f"Diff:\n{diff_text}"
+)
+
+model_name = "o3-mini"
+completion = openai.chat.completions.create(
+    model=model_name,
+    reasoning_effort="medium",
+    messages=[
+        {"role": "user", "content": prompt}
+    ],
+    temperature=0.3,
+    max_completion_tokens=1000
+)
+review_text = completion.choices[0].message.content
+
+# 4. Публикация комментария в PR через GitHub API
+comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
+requests.post(comment_url, headers={"Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}"}, json={"body": review_text})

From a0511bd67458c35862ed748a47e11868aca8cd74 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:02:03 +0400
Subject: [PATCH 11/37] fix

---
 .github/workflows/{o3-mini-review.py => o3-mini_review.py} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename .github/workflows/{o3-mini-review.py => o3-mini_review.py} (100%)

diff --git a/.github/workflows/o3-mini-review.py b/.github/workflows/o3-mini_review.py
similarity index 100%
rename from .github/workflows/o3-mini-review.py
rename to .github/workflows/o3-mini_review.py

From 2442cd727ad97aff5c2f40a25e040d4deda0427a Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:04:44 +0400
Subject: [PATCH 12/37] fix

---
 .github/workflows/chatgpt-review.yml                       | 2 +-
 .github/workflows/{o3-mini_review.py => o1-mini_review.py} | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)
 rename .github/workflows/{o3-mini_review.py => o1-mini_review.py} (98%)

diff --git a/.github/workflows/chatgpt-review.yml b/.github/workflows/chatgpt-review.yml
index 63c3c740..e877c2af 100644
--- a/.github/workflows/chatgpt-review.yml
+++ b/.github/workflows/chatgpt-review.yml
@@ -23,4 +23,4 @@ jobs:
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: python3 .github/workflows/o3-mini_review.py
+        run: python3 .github/workflows/o1-mini_review.py
diff --git a/.github/workflows/o3-mini_review.py b/.github/workflows/o1-mini_review.py
similarity index 98%
rename from .github/workflows/o3-mini_review.py
rename to .github/workflows/o1-mini_review.py
index 59403365..444ddc2e 100644
--- a/.github/workflows/o3-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -24,7 +24,7 @@
     f"Diff:\n{diff_text}"
 )
 
-model_name = "o3-mini"
+model_name = "o1-mini"
 completion = openai.chat.completions.create(
     model=model_name,
     reasoning_effort="medium",

From ef1dac86794af5d10818d83483bb210fd301f667 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:05:50 +0400
Subject: [PATCH 13/37] fix

---
 .github/workflows/o1-mini_review.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/o1-mini_review.py b/.github/workflows/o1-mini_review.py
index 444ddc2e..2e4c5785 100644
--- a/.github/workflows/o1-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -31,7 +31,6 @@
     messages=[
         {"role": "user", "content": prompt}
     ],
-    temperature=0.3,
     max_completion_tokens=1000
 )
 review_text = completion.choices[0].message.content

From 7ea404e0796f35f1b2bddab1afdd7c62b8505cce Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:11:10 +0400
Subject: [PATCH 14/37] Update o1-mini_review.py

---
 .github/workflows/o1-mini_review.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/o1-mini_review.py b/.github/workflows/o1-mini_review.py
index 2e4c5785..0b5f9490 100644
--- a/.github/workflows/o1-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -27,7 +27,6 @@
 model_name = "o1-mini"
 completion = openai.chat.completions.create(
     model=model_name,
-    reasoning_effort="medium",
     messages=[
         {"role": "user", "content": prompt}
     ],

From 47c0ab0fb4f262be7caf2b80868797d5ca7a6c0e Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:14:24 +0400
Subject: [PATCH 15/37] Update o1-mini_review.py

---
 .github/workflows/o1-mini_review.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/o1-mini_review.py b/.github/workflows/o1-mini_review.py
index 0b5f9490..252df605 100644
--- a/.github/workflows/o1-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -34,6 +34,8 @@
 )
 review_text = completion.choices[0].message.content
 
-# 4. Публикация комментария в PR через GitHub API
+print("Review text:")
+print(review_text)
+
 comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
 requests.post(comment_url, headers={"Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}"}, json={"body": review_text})

From 5b69a255070561809394c16f0133cc8b03768477 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:18:23 +0400
Subject: [PATCH 16/37] Update o1-mini_review.py

---
 .github/workflows/o1-mini_review.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/o1-mini_review.py b/.github/workflows/o1-mini_review.py
index 252df605..d5a5a629 100644
--- a/.github/workflows/o1-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -29,9 +29,9 @@
     model=model_name,
     messages=[
         {"role": "user", "content": prompt}
-    ],
-    max_completion_tokens=1000
+    ]
 )
+
 review_text = completion.choices[0].message.content
 
 print("Review text:")

From eceab269671a6d0e20735ff110538b1d36f5bee6 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 15:38:18 +0400
Subject: [PATCH 17/37] prompt fix

---
 .github/workflows/o1-mini_review.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/o1-mini_review.py b/.github/workflows/o1-mini_review.py
index d5a5a629..8fc478aa 100644
--- a/.github/workflows/o1-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -15,7 +15,8 @@
 prompt = (
     "Do code review and analyze code changes "
     "Provide clear, actionable, and concise feedback with concrete suggestions for improvement where necessary. "
-    "Avoid unnecessary elaboration, but ensure that critical details are clearly explained. "
+    "Avoid unnecessary elaboration, be brief, but ensure that critical details are clearly explained. "
+    "Avoid giving general recommendations, not related to code fixes or improvements. "
     "Focus on:\n"
     "- Potential bugs and security vulnerabilities\n"
     "- Conformance to coding style and best practices\n"

From dfab6598d901d263af31db80b2670b044fadf0ee Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 16:27:31 +0400
Subject: [PATCH 18/37] Update o1-mini_review.py

---
 .github/workflows/o1-mini_review.py | 146 +++++++++++++++++++++-------
 1 file changed, 112 insertions(+), 34 deletions(-)

diff --git a/.github/workflows/o1-mini_review.py b/.github/workflows/o1-mini_review.py
index 8fc478aa..44294085 100644
--- a/.github/workflows/o1-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -1,42 +1,120 @@
-import os, requests, openai
+import os
+import requests
+import openai
+import logging
 
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+)
+logger = logging.getLogger('pr_review_bot')
+
+# Extract PR number from github environment
+def get_pr_number(github_ref):
+    parts = github_ref.split("/")
+    if len(parts) >= 3 and parts[1] == "pull":
+        pr_number = parts[2]
+    else:
+        raise ValueError(f"Unexpected GITHUB_REF format: {github_ref}")
+    return pr_number
+
+# Fetch PR code diff
+def fetch_diff(pr_url, github_token):
+    headers = {
+        "Authorization": f"Bearer {github_token}",
+        "Accept": "application/vnd.github.v3.diff"
+    }
+    diff_response = requests.get(pr_url, headers=headers)
+    if diff_response.status_code != 200:
+        raise RuntimeError(f"Failed to fetch PR diff: {diff_response.status_code} {diff_response.text}")
+    return diff_response.text
+
+# Fetch PR description
+def fetch_pr_description(pr_url, github_token):
+    json_headers = {
+        "Authorization": f"Bearer {github_token}",
+        "Accept": "application/vnd.github.v3+json"
+    }
+    pr_details_response = requests.get(pr_url, headers=json_headers)
+    pr_data = pr_details_response.json()
+    pr_title = pr_data.get("title", "(no title)")
+    pr_body  = pr_data.get("body", "(no body)")
+    return pr_title, pr_body
+
+def generate_review(diff_text, pr_title, pr_body):
+    logger.info("Generating code review")
+    # OpenAI API call
+    prompt = (
+        "Do code review and analyze code changes "
+        "Provide clear, actionable, and concise feedback with concrete suggestions for improvement where necessary. "
+        "Avoid unnecessary elaboration, be brief, but ensure that critical details are clearly explained. "
+        "Avoid giving general recommendations, not related to code fixes or improvements. "
+        "Focus on:\n"
+        "- Potential bugs and security vulnerabilities\n"
+        "- Conformance to coding style and best practices\n"
+        "- Opportunities for performance or maintainability improvements\n"
+        "\n"
+        f"PR Title:\n{pr_title}\n"
+        f"PR Description:\n{pr_body}\n"
+        f"Diff:\n{diff_text}"
+    )
+
+    model_name = "o1-mini"
+    try:
+        completion = openai.chat.completions.create(
+            model=model_name,
+            messages=[
+                {"role": "user", "content": prompt}
+            ]
+        )
+    except Exception as e:
+        logger.error(f"Failed to generate review: {e}")
+        raise RuntimeError(f"Failed to generate review: {e}")
+    finally:
+        return completion.choices[0].message.content
+
+# Post review as a comment
+def post_review_comment(repo, pr_number, review_text, github_token):
+    logger.info(f"Posting review comment for PR #{pr_number}")
+    comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
+    comment_headers = {"Authorization": f"Bearer {github_token}"} 
+    response = requests.post(comment_url, headers=comment_headers, json={"body": review_text})
+    if response.status_code != 201:
+        logger.error(f"Failed to post comment: {response.status_code} {response.text}")
+        return False
+    else:
+        logger.info("Successfully posted review comment")
+        return True
+
+# Action start
+logger.info("Starting PR review workflow")
+
+# Get environment variables
 repo = os.environ.get("GITHUB_REPOSITORY")
-pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]  # извлекаем номер PR из ссылки вида "refs/pull/123/merge"
+github_ref = os.environ.get("GITHUB_REF")
+github_token = os.environ.get("GITHUB_TOKEN")
 openai.api_key = os.environ["OPENAI_API_KEY"]
 
-pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
-headers = {
-    "Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}",
-    "Accept": "application/vnd.github.v3.diff"
-}
-diff_response = requests.get(pr_url, headers=headers)
-diff_text = diff_response.text
-
-prompt = (
-    "Do code review and analyze code changes "
-    "Provide clear, actionable, and concise feedback with concrete suggestions for improvement where necessary. "
-    "Avoid unnecessary elaboration, be brief, but ensure that critical details are clearly explained. "
-    "Avoid giving general recommendations, not related to code fixes or improvements. "
-    "Focus on:\n"
-    "- Potential bugs and security vulnerabilities\n"
-    "- Conformance to coding style and best practices\n"
-    "- Opportunities for performance or maintainability improvements\n"
-    "\n"
-    f"Diff:\n{diff_text}"
-)
+# Check if required environment variables exist
+if not repo or not github_ref or not github_token:
+    logger.critical("Missing required environment variables")
+    raise ValueError("Missing required environment variables: GITHUB_REPOSITORY, GITHUB_REF, or GITHUB_TOKEN")
 
-model_name = "o1-mini"
-completion = openai.chat.completions.create(
-    model=model_name,
-    messages=[
-        {"role": "user", "content": prompt}
-    ]
-)
+# Get PR ids
+pr_number = get_pr_number(github_ref)
+logger.info(f"Processing PR #{pr_number}")
+pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
 
-review_text = completion.choices[0].message.content
+# Fetch PR details
+logger.info("Fetching PR diff")
+diff_text = fetch_diff(pr_url, github_token)
+logger.info("Fetching PR description")
+pr_title, pr_body = fetch_pr_description(pr_url, github_token)
 
-print("Review text:")
-print(review_text)
+# Generate review with AI
+review_text = generate_review(diff_text, pr_title, pr_body)
 
-comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
-requests.post(comment_url, headers={"Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}"}, json={"body": review_text})
+# Post the review
+post_review_comment(repo, pr_number, review_text, github_token)
+logger.info("PR review workflow completed")

From aa3502d0842b3270c4ed473e3d2181195b864341 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 16:31:20 +0400
Subject: [PATCH 19/37] bug fix

---
 .github/workflows/o1-mini_review.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/o1-mini_review.py b/.github/workflows/o1-mini_review.py
index 44294085..87a2e0a9 100644
--- a/.github/workflows/o1-mini_review.py
+++ b/.github/workflows/o1-mini_review.py
@@ -71,8 +71,8 @@ def generate_review(diff_text, pr_title, pr_body):
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")
         raise RuntimeError(f"Failed to generate review: {e}")
-    finally:
-        return completion.choices[0].message.content
+    
+    return completion.choices[0].message.content
 
 # Post review as a comment
 def post_review_comment(repo, pr_number, review_text, github_token):

From e49d4519ad89493cf98ecb21d74cb0b38760b1e8 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 16:34:56 +0400
Subject: [PATCH 20/37] refactoring

---
 .github/{workflows => scripts}/gpt-4o_review.py         | 0
 .github/{workflows => scripts}/o1-mini_review.py        | 0
 .github/workflows/{chatgpt-review.yml => ai-review.yml} | 6 +++---
 3 files changed, 3 insertions(+), 3 deletions(-)
 rename .github/{workflows => scripts}/gpt-4o_review.py (100%)
 rename .github/{workflows => scripts}/o1-mini_review.py (100%)
 rename .github/workflows/{chatgpt-review.yml => ai-review.yml} (84%)

diff --git a/.github/workflows/gpt-4o_review.py b/.github/scripts/gpt-4o_review.py
similarity index 100%
rename from .github/workflows/gpt-4o_review.py
rename to .github/scripts/gpt-4o_review.py
diff --git a/.github/workflows/o1-mini_review.py b/.github/scripts/o1-mini_review.py
similarity index 100%
rename from .github/workflows/o1-mini_review.py
rename to .github/scripts/o1-mini_review.py
diff --git a/.github/workflows/chatgpt-review.yml b/.github/workflows/ai-review.yml
similarity index 84%
rename from .github/workflows/chatgpt-review.yml
rename to .github/workflows/ai-review.yml
index e877c2af..a5707f46 100644
--- a/.github/workflows/chatgpt-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -1,4 +1,4 @@
-name: ChatGPT Code Review
+name: AI Code Review
 
 # Даем разрешения на чтение кода и запись комментариев к PR&#8203;:contentReference[oaicite:1]{index=1}
 permissions:
@@ -19,8 +19,8 @@ jobs:
       - name: Install dependencies
         run: pip install openai requests
 
-      - name: Run ChatGPT code review script
+      - name: Run AI code review script
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: python3 .github/workflows/o1-mini_review.py
+        run: python3 .github/scripts/o1-mini_review.py

From 1c7d074609a1c875dc5a7a8d91cd81be6c444b2d Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 16:52:14 +0400
Subject: [PATCH 21/37] refactoring

---
 .github/scripts/gpt-4o_review.py  | 52 -----------------------------
 .github/scripts/o1-mini_review.py | 55 +++++++++++++++++++++++++++----
 .github/workflows/ai-review.yml   |  1 +
 3 files changed, 50 insertions(+), 58 deletions(-)
 delete mode 100644 .github/scripts/gpt-4o_review.py

diff --git a/.github/scripts/gpt-4o_review.py b/.github/scripts/gpt-4o_review.py
deleted file mode 100644
index d46d1a91..00000000
--- a/.github/scripts/gpt-4o_review.py
+++ /dev/null
@@ -1,52 +0,0 @@
-import os
-import requests
-import openai
-
-# Exctracts PR number from the link like "refs/pull/123/merge"
-pr_number = os.environ.get("GITHUB_REF", "").split("/")[-2]
-
-repo = os.environ.get("GITHUB_REPOSITORY")
-openai.api_key = os.environ["OPENAI_API_KEY"]
-
-pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
-headers = {
-    "Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}",
-    "Accept": "application/vnd.github.v3.diff"
-}
-diff_response = requests.get(pr_url, headers=headers)
-diff_text = diff_response.text
-
-prompt = (
-    "You are acting as an advanced code review assistant. Below is a diff from a Pull Request. "
-    "Please analyze these changes in detail and provide a constructive critique. Focus on:\n"
-    "- Potential bugs and security vulnerabilities\n"
-    "- Conformance to coding style and best practices\n"
-    "- Opportunities for performance or maintainability improvements\n"
-    "\n"
-    f"Diff:\n{diff_text}"
-)
-
-dev_prompt = (
-    "You are a highly experienced senior software engineer and code reviewer with deep "
-    "expertise across various programming languages and frameworks "
-    "(including Solidity, JavaScript/TypeScript, and Rust). "
-    "Your role is to thoroughly analyze code changes, focusing on correctness, security, "
-    "maintainability, and adherence to best practices. Provide clear, actionable, and concise "
-    "feedback with concrete suggestions for improvement where necessary. Avoid unnecessary elaboration, "
-    "but ensure that critical details are clearly explained."
-)
-
-model_name = "gpt-4o"
-completion = openai.chat.completions.create(
-    model=model_name,
-    messages=[
-        {"role": "developer", "content": dev_prompt},
-        {"role": "user", "content": prompt}
-    ],
-    temperature=0.3,
-    max_completion_tokens=1000
-)
-review_text = completion.choices[0].message.content
-
-comment_url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
-requests.post(comment_url, headers={"Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}"}, json={"body": review_text})
diff --git a/.github/scripts/o1-mini_review.py b/.github/scripts/o1-mini_review.py
index 87a2e0a9..89c18b50 100644
--- a/.github/scripts/o1-mini_review.py
+++ b/.github/scripts/o1-mini_review.py
@@ -10,6 +10,10 @@
 )
 logger = logging.getLogger('pr_review_bot')
 
+# Define model arrays
+REGULAR_MODELS = ["gpt-3.5-turbo", "gpt-4o"]
+REASONING_MODELS = ["o1-mini"]
+
 # Extract PR number from github environment
 def get_pr_number(github_ref):
     parts = github_ref.split("/")
@@ -42,9 +46,8 @@ def fetch_pr_description(pr_url, github_token):
     pr_body  = pr_data.get("body", "(no body)")
     return pr_title, pr_body
 
-def generate_review(diff_text, pr_title, pr_body):
-    logger.info("Generating code review")
-    # OpenAI API call
+def generate_review_regular(diff_text, pr_title, pr_body, model_name):
+    logger.info(f"Generating code review with regular model: {model_name}")
     prompt = (
         "Do code review and analyze code changes "
         "Provide clear, actionable, and concise feedback with concrete suggestions for improvement where necessary. "
@@ -60,7 +63,6 @@ def generate_review(diff_text, pr_title, pr_body):
         f"Diff:\n{diff_text}"
     )
 
-    model_name = "o1-mini"
     try:
         completion = openai.chat.completions.create(
             model=model_name,
@@ -74,6 +76,46 @@ def generate_review(diff_text, pr_title, pr_body):
     
     return completion.choices[0].message.content
 
+def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
+    logger.info(f"Generating code review with reasoning model: {model_name}")
+    prompt = (
+        "Do code review and analyze code changes. "
+        "Step by step:\n"
+        "1. Understand what the code changes are doing\n"
+        "2. Identify potential issues or improvements\n"
+        "3. Provide specific, actionable feedback\n\n"
+        "Focus on:\n"
+        "- Potential bugs and security vulnerabilities\n"
+        "- Conformance to coding style and best practices\n"
+        "- Opportunities for performance or maintainability improvements\n"
+        "\n"
+        f"PR Title:\n{pr_title}\n"
+        f"PR Description:\n{pr_body}\n"
+        f"Diff:\n{diff_text}"
+    )
+
+    try:
+        completion = openai.chat.completions.create(
+            model=model_name,
+            messages=[
+                {"role": "user", "content": prompt}
+            ]
+        )
+    except Exception as e:
+        logger.error(f"Failed to generate review: {e}")
+        raise RuntimeError(f"Failed to generate review: {e}")
+    
+    return completion.choices[0].message.content
+
+def generate_review(diff_text, pr_title, pr_body, model_name="o1-mini"):
+    if model_name in REGULAR_MODELS:
+        return generate_review_regular(diff_text, pr_title, pr_body, model_name)
+    elif model_name in REASONING_MODELS:
+        return generate_review_reasoning(diff_text, pr_title, pr_body, model_name)
+    else:
+        logger.warning(f"Unknown model type: {model_name}, tryinh regular review")
+        return generate_review_regular(diff_text, pr_title, pr_body, model_name)
+
 # Post review as a comment
 def post_review_comment(repo, pr_number, review_text, github_token):
     logger.info(f"Posting review comment for PR #{pr_number}")
@@ -95,6 +137,7 @@ def post_review_comment(repo, pr_number, review_text, github_token):
 github_ref = os.environ.get("GITHUB_REF")
 github_token = os.environ.get("GITHUB_TOKEN")
 openai.api_key = os.environ["OPENAI_API_KEY"]
+model_name = os.environ.get("OPENAI_MODEL", "o1-mini")
 
 # Check if required environment variables exist
 if not repo or not github_ref or not github_token:
@@ -103,7 +146,7 @@ def post_review_comment(repo, pr_number, review_text, github_token):
 
 # Get PR ids
 pr_number = get_pr_number(github_ref)
-logger.info(f"Processing PR #{pr_number}")
+logger.info(f"Processing PR #{pr_number} with model {model_name}")
 pr_url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}"
 
 # Fetch PR details
@@ -113,7 +156,7 @@ def post_review_comment(repo, pr_number, review_text, github_token):
 pr_title, pr_body = fetch_pr_description(pr_url, github_token)
 
 # Generate review with AI
-review_text = generate_review(diff_text, pr_title, pr_body)
+review_text = generate_review(diff_text, pr_title, pr_body, model_name)
 
 # Post the review
 post_review_comment(repo, pr_number, review_text, github_token)
diff --git a/.github/workflows/ai-review.yml b/.github/workflows/ai-review.yml
index a5707f46..123f47b0 100644
--- a/.github/workflows/ai-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -23,4 +23,5 @@ jobs:
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          AI_MODEL: o1-mini
         run: python3 .github/scripts/o1-mini_review.py

From 61c6b5a73458bf69f53caa386e52adbbeed76156 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 16:56:38 +0400
Subject: [PATCH 22/37] fixes

---
 .github/scripts/o1-mini_review.py | 2 +-
 .github/workflows/ai-review.yml   | 5 ++---
 2 files changed, 3 insertions(+), 4 deletions(-)

diff --git a/.github/scripts/o1-mini_review.py b/.github/scripts/o1-mini_review.py
index 89c18b50..4d9222c7 100644
--- a/.github/scripts/o1-mini_review.py
+++ b/.github/scripts/o1-mini_review.py
@@ -113,7 +113,7 @@ def generate_review(diff_text, pr_title, pr_body, model_name="o1-mini"):
     elif model_name in REASONING_MODELS:
         return generate_review_reasoning(diff_text, pr_title, pr_body, model_name)
     else:
-        logger.warning(f"Unknown model type: {model_name}, tryinh regular review")
+        logger.warning(f"Unknown model type: {model_name}, trying regular review")
         return generate_review_regular(diff_text, pr_title, pr_body, model_name)
 
 # Post review as a comment
diff --git a/.github/workflows/ai-review.yml b/.github/workflows/ai-review.yml
index 123f47b0..b3163d47 100644
--- a/.github/workflows/ai-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -1,13 +1,12 @@
 name: AI Code Review
 
-# Даем разрешения на чтение кода и запись комментариев к PR&#8203;:contentReference[oaicite:1]{index=1}
 permissions:
   contents: read
   pull-requests: write
 
 on:
   pull_request:
-    types: [opened, reopened, synchronize]  # Запуск при создании PR и каждом новом коммите&#8203;:contentReference[oaicite:2]{index=2}
+    types: [opened, reopened, synchronize]
 
 jobs:
   code_review:
@@ -22,6 +21,6 @@ jobs:
       - name: Run AI code review script
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          OPENAI_MODEL: o1-mini
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          AI_MODEL: o1-mini
         run: python3 .github/scripts/o1-mini_review.py

From 2e9f85955dbae8df851cdb299d802fd519619dee Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 17:00:29 +0400
Subject: [PATCH 23/37] fixes

---
 .github/scripts/o1-mini_review.py | 24 ++++++++++++++++--------
 .github/workflows/ai-review.yml   |  2 +-
 2 files changed, 17 insertions(+), 9 deletions(-)

diff --git a/.github/scripts/o1-mini_review.py b/.github/scripts/o1-mini_review.py
index 4d9222c7..302713b8 100644
--- a/.github/scripts/o1-mini_review.py
+++ b/.github/scripts/o1-mini_review.py
@@ -49,26 +49,34 @@ def fetch_pr_description(pr_url, github_token):
 def generate_review_regular(diff_text, pr_title, pr_body, model_name):
     logger.info(f"Generating code review with regular model: {model_name}")
     prompt = (
-        "Do code review and analyze code changes "
-        "Provide clear, actionable, and concise feedback with concrete suggestions for improvement where necessary. "
-        "Avoid unnecessary elaboration, be brief, but ensure that critical details are clearly explained. "
-        "Avoid giving general recommendations, not related to code fixes or improvements. "
-        "Focus on:\n"
+        "You are acting as an advanced code review assistant. Below is a diff from a Pull Request. "
+        "Please analyze these changes in detail and provide a constructive critique. Focus on:\n"
         "- Potential bugs and security vulnerabilities\n"
         "- Conformance to coding style and best practices\n"
         "- Opportunities for performance or maintainability improvements\n"
         "\n"
-        f"PR Title:\n{pr_title}\n"
-        f"PR Description:\n{pr_body}\n"
         f"Diff:\n{diff_text}"
     )
 
+    dev_prompt = (
+        "You are a highly experienced senior software engineer and code reviewer with deep "
+        "expertise across various programming languages and frameworks "
+        "(including Solidity, JavaScript/TypeScript, and Rust). "
+        "Your role is to thoroughly analyze code changes, focusing on correctness, security, "
+        "maintainability, and adherence to best practices. Provide clear, actionable, and concise "
+        "feedback with concrete suggestions for improvement where necessary. Avoid unnecessary elaboration, "
+        "but ensure that critical details are clearly explained."
+    )
+
     try:
         completion = openai.chat.completions.create(
             model=model_name,
             messages=[
+                {"role": "developer", "content": dev_prompt},
                 {"role": "user", "content": prompt}
-            ]
+            ],
+            temperature=0.3,
+            max_completion_tokens=1000
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")
diff --git a/.github/workflows/ai-review.yml b/.github/workflows/ai-review.yml
index b3163d47..c1b935a1 100644
--- a/.github/workflows/ai-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -21,6 +21,6 @@ jobs:
       - name: Run AI code review script
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          OPENAI_MODEL: o1-mini
+          OPENAI_MODEL: gpt-4o
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: python3 .github/scripts/o1-mini_review.py

From b308433200837bd625b6735bc26c8819859aa7ff Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 17:02:22 +0400
Subject: [PATCH 24/37] change model

---
 .github/workflows/ai-review.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ai-review.yml b/.github/workflows/ai-review.yml
index c1b935a1..b3163d47 100644
--- a/.github/workflows/ai-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -21,6 +21,6 @@ jobs:
       - name: Run AI code review script
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          OPENAI_MODEL: gpt-4o
+          OPENAI_MODEL: o1-mini
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: python3 .github/scripts/o1-mini_review.py

From 774595098348d31dd8c983cfb51e9e206a6cec4b Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 17:06:33 +0400
Subject: [PATCH 25/37] renamings

---
 .github/scripts/{o1-mini_review.py => ai_review.py} | 0
 .github/workflows/ai-review.yml                     | 2 +-
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename .github/scripts/{o1-mini_review.py => ai_review.py} (100%)

diff --git a/.github/scripts/o1-mini_review.py b/.github/scripts/ai_review.py
similarity index 100%
rename from .github/scripts/o1-mini_review.py
rename to .github/scripts/ai_review.py
diff --git a/.github/workflows/ai-review.yml b/.github/workflows/ai-review.yml
index b3163d47..2c816e0e 100644
--- a/.github/workflows/ai-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -23,4 +23,4 @@ jobs:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
           OPENAI_MODEL: o1-mini
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: python3 .github/scripts/o1-mini_review.py
+        run: python3 .github/scripts/ai_review.py

From c498fb4887461866dfa6c6f48062967820ec0596 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 18:34:28 +0400
Subject: [PATCH 26/37] prompt fix

---
 .github/scripts/ai_review.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index 302713b8..08e78f36 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -88,20 +88,20 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
     logger.info(f"Generating code review with reasoning model: {model_name}")
     prompt = (
         "Do code review and analyze code changes. "
-        "Step by step:\n"
-        "1. Understand what the code changes are doing\n"
-        "2. Identify potential issues or improvements\n"
-        "3. Provide specific, actionable feedback\n\n"
         "Focus on:\n"
         "- Potential bugs and security vulnerabilities\n"
         "- Conformance to coding style and best practices\n"
         "- Opportunities for performance or maintainability improvements\n"
         "\n"
+        "Give summary of what the code changes are doing. "
+        "Then identify potential issues or improvements and provide specific, actionable suggestions "
+        "how to fix the identified issues if there are any. Avoid giving general recommendations, not related to code fixes or improvements."
+        "\n\n"
         f"PR Title:\n{pr_title}\n"
         f"PR Description:\n{pr_body}\n"
         f"Diff:\n{diff_text}"
     )
-
+    
     try:
         completion = openai.chat.completions.create(
             model=model_name,

From e656ab9d87a64c345e666976eba05d2145d6dd3e Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 19:15:15 +0400
Subject: [PATCH 27/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index 08e78f36..d601f98a 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -94,14 +94,15 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
         "- Opportunities for performance or maintainability improvements\n"
         "\n"
         "Give summary of what the code changes are doing. "
-        "Then identify potential issues or improvements and provide specific, actionable suggestions "
-        "how to fix the identified issues if there are any. Avoid giving general recommendations, not related to code fixes or improvements."
+        "Then identify existing issues and provide specific, actionable suggestions "
+        "how to fix the identified issues if there are any. "
+        "Avoid giving general recommendations, not related to code fixes or improvements."
         "\n\n"
         f"PR Title:\n{pr_title}\n"
         f"PR Description:\n{pr_body}\n"
         f"Diff:\n{diff_text}"
     )
-    
+
     try:
         completion = openai.chat.completions.create(
             model=model_name,

From a52556f8b8fb87d476b00dd957230b79f81e70ee Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 19:23:33 +0400
Subject: [PATCH 28/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index d601f98a..c223addc 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -96,7 +96,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
         "Give summary of what the code changes are doing. "
         "Then identify existing issues and provide specific, actionable suggestions "
         "how to fix the identified issues if there are any. "
-        "Avoid giving general recommendations, not related to code fixes or improvements."
+        "Be brief, avoid giving general recommendations not related to code fixes"
         "\n\n"
         f"PR Title:\n{pr_title}\n"
         f"PR Description:\n{pr_body}\n"

From 17d6da3203382805e39798f38a5949ace6c1bb1e Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 19:26:21 +0400
Subject: [PATCH 29/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index c223addc..15f4e4b2 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -108,7 +108,8 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
             model=model_name,
             messages=[
                 {"role": "user", "content": prompt}
-            ]
+            ],
+            max_completion_tokens=10000
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")

From c3b2d90870dd6586bbe1ef4e14736705a646871d Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 19:27:55 +0400
Subject: [PATCH 30/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index 15f4e4b2..f38a9a9b 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -109,7 +109,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
             messages=[
                 {"role": "user", "content": prompt}
             ],
-            max_completion_tokens=10000
+            max_completion_tokens=5000
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")

From 1ed47450eeca964ce887a8445356fdd3075260f0 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 19:29:05 +0400
Subject: [PATCH 31/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index f38a9a9b..6c9cd4d0 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -109,7 +109,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
             messages=[
                 {"role": "user", "content": prompt}
             ],
-            max_completion_tokens=5000
+            max_completion_tokens=2000
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")

From de00676ece9dbeb998013be63c3d50168a2b466b Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 19:30:14 +0400
Subject: [PATCH 32/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index 6c9cd4d0..b83bf6fe 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -109,7 +109,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
             messages=[
                 {"role": "user", "content": prompt}
             ],
-            max_completion_tokens=2000
+            max_completion_tokens=2500
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")

From debf7f7d028fcf4ccbcc1221380b63d4e5267c95 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 19:33:03 +0400
Subject: [PATCH 33/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index b83bf6fe..15f4e4b2 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -109,7 +109,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
             messages=[
                 {"role": "user", "content": prompt}
             ],
-            max_completion_tokens=2500
+            max_completion_tokens=10000
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")

From 33feff1e3d8128e195eef9904b447cead42f1d36 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 20:18:29 +0400
Subject: [PATCH 34/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index 15f4e4b2..965b2854 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -97,6 +97,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
         "Then identify existing issues and provide specific, actionable suggestions "
         "how to fix the identified issues if there are any. "
         "Be brief, avoid giving general recommendations not related to code fixes"
+        "Do not recommend changes outside of the code changes in the diff."
         "\n\n"
         f"PR Title:\n{pr_title}\n"
         f"PR Description:\n{pr_body}\n"

From 74853c9e0aaae9698c9ee31f0d646b26f7a8bb2b Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 20:23:00 +0400
Subject: [PATCH 35/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index 965b2854..66523dbf 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -96,7 +96,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
         "Give summary of what the code changes are doing. "
         "Then identify existing issues and provide specific, actionable suggestions "
         "how to fix the identified issues if there are any. "
-        "Be brief, avoid giving general recommendations not related to code fixes"
+        "Be brief, avoid giving general recommendations not related to code fixes. "
         "Do not recommend changes outside of the code changes in the diff."
         "\n\n"
         f"PR Title:\n{pr_title}\n"
@@ -110,7 +110,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
             messages=[
                 {"role": "user", "content": prompt}
             ],
-            max_completion_tokens=10000
+            max_completion_tokens=4096
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")

From 3ae5444528cdfdeefc046131739b97155cb83005 Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Sat, 15 Mar 2025 20:24:56 +0400
Subject: [PATCH 36/37] Update ai_review.py

---
 .github/scripts/ai_review.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index 66523dbf..aaba9512 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -109,8 +109,7 @@ def generate_review_reasoning(diff_text, pr_title, pr_body, model_name):
             model=model_name,
             messages=[
                 {"role": "user", "content": prompt}
-            ],
-            max_completion_tokens=4096
+            ]
         )
     except Exception as e:
         logger.error(f"Failed to generate review: {e}")

From 761a9f018493872c3ad54d69938ffc7535567e0e Mon Sep 17 00:00:00 2001
From: Gleb Alekseev <alekseev.gleb@gmail.com>
Date: Mon, 17 Mar 2025 19:34:30 +0400
Subject: [PATCH 37/37] model change

---
 .github/scripts/ai_review.py    | 2 +-
 .github/workflows/ai-review.yml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/scripts/ai_review.py b/.github/scripts/ai_review.py
index aaba9512..04da3834 100644
--- a/.github/scripts/ai_review.py
+++ b/.github/scripts/ai_review.py
@@ -12,7 +12,7 @@
 
 # Define model arrays
 REGULAR_MODELS = ["gpt-3.5-turbo", "gpt-4o"]
-REASONING_MODELS = ["o1-mini"]
+REASONING_MODELS = ["o1-mini", "o1-preview"]
 
 # Extract PR number from github environment
 def get_pr_number(github_ref):
diff --git a/.github/workflows/ai-review.yml b/.github/workflows/ai-review.yml
index 2c816e0e..37a141ab 100644
--- a/.github/workflows/ai-review.yml
+++ b/.github/workflows/ai-review.yml
@@ -21,6 +21,6 @@ jobs:
       - name: Run AI code review script
         env:
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-          OPENAI_MODEL: o1-mini
+          OPENAI_MODEL: o1-preview
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: python3 .github/scripts/ai_review.py