fix some lint

Author: Zongwei9888

README.md

@@ -73,9 +73,7 @@
 </tr>
 </table>
 
-<div align="center" style="margin: 30px 0;">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Fira+Code&size=14&duration=1500&pause=300&color=00D4FF&center=true&vCenter=true&repeat=true&width=800&height=50&lines=🖥️+Choose+Your+Preferred+Interface;⚡+Both+Powered+by+Multi-Agent+AI;🎯+Same+Power%2C+Different+Experience;🚀+Start+Development+Your+Way" alt="Interface Features" />
-</div>
+
 
 
 
@@ -121,9 +119,7 @@
 <p align="center">Effortlessly converts complex algorithms from research papers into <strong>high-quality</strong>, <strong>production-ready</strong> code, accelerating algorithm reproduction.</p>
 </div>
 
-<div align="center" style="margin-top: 20px;">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Fira+Code&size=9&duration=1500&pause=300&color=FF6B6B&center=true&vCenter=true&repeat=true&width=220&height=20&lines=📄+Papers+→+⚡+Code;🧮+Algorithm+Magic" alt="Paper2Code Stats" />
-</div>
+
 
 </td>
 <td width="30%" align="center" style="vertical-align: top; padding: 20px;">
@@ -144,9 +140,7 @@
 <p align="center">Translates plain textual descriptions into <strong>fully functional</strong>, <strong>visually appealing</strong> front-end web code for rapid interface creation.</p>
 </div>
 
-<div align="center" style="margin-top: 20px;">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Fira+Code&size=9&duration=1500&pause=300&color=4ECDC4&center=true&vCenter=true&repeat=true&width=220&height=20&lines=💬+Text+→+🎨+UI;🌟+Modern+Design" alt="Text2Web Stats" />
-</div>
+
 
 </td>
 <td width="30%" align="center" style="vertical-align: top; padding: 20px;">
@@ -167,9 +161,7 @@
 <p align="center">Generates <strong>efficient</strong>, <strong>scalable</strong>, and <strong>feature-rich</strong> back-end code from simple text inputs, streamlining server-side development.</p>
 </div>
 
-<div align="center" style="margin-top: 20px;">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Fira+Code&size=9&duration=1500&pause=300&color=9B59B6&center=true&vCenter=true&repeat=true&width=220&height=20&lines=🔧+Scalable+Tech;🚀+Production+" alt="Text2Backend Stats" />
-</div>
+
 
 </td>
 </tr>
@@ -393,9 +385,7 @@ Implementation Generation • Testing • Documentation
 
 ## 🚀 Quick Start
 
-<div align="center">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Orbitron&size=18&duration=2000&pause=800&color=00FF41&center=true&vCenter=true&multiline=true&width=600&height=60&lines=🚀+GET+STARTED+IN+3+STEPS;📦+Install+→+⚡+Launch+→+🎯+Generate" alt="Quick Start Animation" />
-</div>
+
 
 ### 📦 **Step 1: Installation**
 
@@ -480,15 +470,11 @@ python cli/main_cli.py
 
 ## 💡 Examples
 
-<div align="center">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Orbitron&size=18&duration=2000&pause=800&color=FD79A8&center=true&vCenter=true&multiline=true&width=600&height=60&lines=💡+EXAMPLES;🎬+Live+Demonstrations;📝+Documentation" alt="Examples Header" />
-</div>
+
 
 ### 🎬 **Live Demonstrations**
 
-<div align="center">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Orbitron&size=16&duration=2000&pause=600&color=00D4FF&center=true&vCenter=true&multiline=true&width=600&height=50&lines=🚀+See+DeepCode+in+Action;⚡+Real-World+Use+Cases" alt="Video Demos Header" />
-</div>
+
 
 <table align="center">
 <tr>
@@ -543,9 +529,7 @@ python cli/main_cli.py
 </tr>
 </table>
 
-<div align="center">
-  <img src="https://readme-typing-svg.herokuapp.com?font=Fira+Code&size=14&duration=1500&pause=300&color=FD79A8&center=true&vCenter=true&repeat=true&width=800&height=50&lines=🎥+Click+to+Watch+Live+Demos;⚡+Real-time+Code+Generation;🎯+Production-Ready+Results;🧬+AI-Powered+Development" alt="Demo Features" />
-</div>
+
 
 ### 🚀 **Coming Soon**
 
@@ -590,8 +574,6 @@ We're continuously enhancing DeepCode with exciting new features:
 
 <div align="center">
 
-<img src="https://readme-typing-svg.herokuapp.com?font=Orbitron&size=20&duration=2000&pause=1000&color=00D4FF&center=true&vCenter=true&multiline=true&width=700&height=80&lines=🚀+Ready+to+Transform+Development%3F;🧬+Join+the+AI+Revolution" alt="Call to Action" />
-
 <p>
   <a href="#-quick-start"><img src="https://img.shields.io/badge/🚀_Get_Started-00d4ff?style=for-the-badge&logo=rocket&logoColor=white" alt="Get Started"></a>
   <a href="https://github.com/HKUDS"><img src="https://img.shields.io/badge/🏛️_View_on_GitHub-00d4ff?style=for-the-badge&logo=github&logoColor=white" alt="View on GitHub"></a>
@@ -608,7 +590,7 @@ We're continuously enhancing DeepCode with exciting new features:
 
 ---
 
-<img src="https://readme-typing-svg.herokuapp.com?font=Fira+Code&size=14&duration=1200&pause=300&color=00D4FF&center=true&vCenter=true&repeat=true&width=800&height=60&lines=🧬+Built+with+❤️+by+Data+Intelligence+Lab+%40+HKU;⚡+Revolutionizing+Software+Development;🚀+Through+Collaborative+AI+Intelligence;🌟+The+Future+of+Agentic+Programming" alt="Footer Animation" />
+
 
 <img src="https://visitor-badge.laobi.icu/badge?page_id=deepcode.readme&style=for-the-badge&color=00d4ff" alt="Visitors">
 

deepcode.py

@@ -15,7 +15,7 @@
 def check_dependencies():
     """Check if necessary dependencies are installed"""
     import importlib.util
-    
+
     print("🔍 Checking dependencies...")
 
     missing_deps = []

tools/pdf_converter.py

@@ -557,6 +557,7 @@ def check_dependencies(self) -> dict:
 
         # Check ReportLab
         import importlib.util
+
         if importlib.util.find_spec("reportlab") is not None:
             results["reportlab"] = True
 

workflows/agents/code_implementation_agent.py

@@ -512,16 +512,15 @@ def _track_file_implementation(self, tool_call: Dict, result: Any):
         except Exception as e:
             self.logger.warning(f"Failed to track file implementation: {e}")
             # Even if tracking fails, try to count based on tool input (but check for duplicates) / 即使跟踪失败，也尝试根据工具输入计数（但检查重复）
-            try:
-                file_path = tool_call["input"].get("file_path")
-                if file_path and file_path not in self.implemented_files_set:
-                    self.implemented_files_set.add(file_path)
-                    self.files_implemented_count += 1
-                    self.logger.info(
-                        f"File implementation counted (emergency fallback): count={self.files_implemented_count}, file={file_path}"
-                    )
-            except:
-                pass
+            
+            file_path = tool_call["input"].get("file_path")
+            if file_path and file_path not in self.implemented_files_set:
+                self.implemented_files_set.add(file_path)
+                self.files_implemented_count += 1
+                self.logger.info(
+                    f"File implementation counted (emergency fallback): count={self.files_implemented_count}, file={file_path}"
+                )
+           
 
     def _track_dependency_analysis(self, tool_call: Dict, result: Any):
         """

workflows/agents/memory_agent_concise.py

@@ -340,7 +340,6 @@ def _create_fallback_code_summary(
         Returns:
             Fallback summary
         """
-        current_round = self.current_round
         # Create formatted list of implemented files
         implemented_files_list = (
             "\n".join([f"- {file}" for file in self.implemented_files])
@@ -484,7 +483,7 @@ def record_tool_result(
         if tool_name == "write_file":
             self.last_write_file_detected = True
             self.should_clear_memory_next = True
-            file_path = tool_input.get("file_path", "unknown")
+            
             # self.logger.info(f"🔄 WRITE_FILE DETECTED: {file_path} - Memory will be cleared in next round")
 
         # Only record specific tools that provide essential information

workflows/agents/memory_agent_concise_index.py

@@ -340,7 +340,6 @@ def _create_fallback_code_summary(
         Returns:
             Fallback summary
         """
-        current_round = self.current_round
         # Create formatted list of implemented files
         implemented_files_list = (
             "\n".join([f"- {file}" for file in self.implemented_files])
@@ -484,7 +483,6 @@ def record_tool_result(
         if tool_name == "write_file":
             self.last_write_file_detected = True
             self.should_clear_memory_next = True
-            file_path = tool_input.get("file_path", "unknown")
             # self.logger.info(f"🔄 WRITE_FILE DETECTED: {file_path} - Memory will be cleared in next round")
 
         # Only record specific tools that provide essential information

workflows/code_implementation_workflow.py

@@ -363,9 +363,6 @@ async def _pure_code_implementation_loop(
         start_time = time.time()
         max_time = 2400  # 40 minutes
 
-        # Sliding window configuration
-        WINDOW_SIZE = 1
-        SUMMARY_TRIGGER = 8
 
         # Initialize specialized agents
         code_agent = CodeImplementationAgent(
@@ -390,10 +387,6 @@ async def _pure_code_implementation_loop(
         # Initialize memory agent with iteration 0
         memory_agent.start_new_round(iteration=0)
 
-        # Preserve initial plan (never compressed)
-        initial_plan_message = messages[0] if messages else None
-
-        # Initial setup logging removed
 
         while iteration < max_iterations:
             iteration += 1
@@ -442,14 +435,6 @@ async def _pure_code_implementation_loop(
                     )
 
                 # NEW LOGIC: Check if write_file was called and trigger memory optimization immediately
-                write_file_detected = any(
-                    tool_call["name"] == "write_file"
-                    for tool_call in response["tool_calls"]
-                )
-                # if write_file_detected:
-                #     self.logger.info(f"🔄 write_file detected - preparing memory optimization for next round")
-
-                # Tool results logged via standard logger only
 
                 # Determine guidance based on results
                 has_error = self._check_tool_results_for_errors(tool_results)
@@ -467,9 +452,7 @@ async def _pure_code_implementation_loop(
                 if memory_agent.should_trigger_memory_optimization(
                     messages, code_agent.get_files_implemented_count()
                 ):
-                    # Capture messages before optimization
-                    messages_before_optimization = messages.copy()
-                    messages_before_count = len(messages)
+
 
                     # Memory optimization triggered
 
@@ -479,15 +462,9 @@ async def _pure_code_implementation_loop(
                     messages = memory_agent.apply_memory_optimization(
                         current_system_message, messages, files_implemented_count
                     )
-                    messages_after_count = len(messages)
-
-                    compression_ratio = (
-                        (messages_before_count - messages_after_count)
-                        / messages_before_count
-                        * 100
-                        if messages_before_count > 0
-                        else 0
-                    )
+         
+
+   
 
                     # Memory optimization completed
 
@@ -548,21 +525,11 @@ async def _pure_code_implementation_loop(
                     "Emergency message trim - applying concise memory optimization"
                 )
 
-                # Capture messages before emergency optimization
-                messages_before_emergency = messages.copy()
-                messages_before_count = len(messages)
-
-                # Emergency memory optimization triggered
-
-                # Apply emergency memory optimization
                 current_system_message = code_agent.get_system_prompt()
                 files_implemented_count = code_agent.get_files_implemented_count()
                 messages = memory_agent.apply_memory_optimization(
                     current_system_message, messages, files_implemented_count
                 )
-                messages_after_count = len(messages)
-
-                # Emergency optimization completed
 
         return await self._generate_pure_code_final_report_with_concise_agents(
             iteration, time.time() - start_time, code_agent, memory_agent