All ToolsยทAI Coding Workflow Automation
๐Ÿ’ป AI Coding AssistantsFebruary 28, 2026โœ… Tests passing

AI Coding Workflow Automation

An automation tool that connects AI coding assistants like Claude Code to custom workflows. It allows developers to set up triggers (e.g., Git commits, file changes) that automatically send code snippets to the AI for suggestions or improvements, streamlining repetitive coding tasks.

What It Does

AI Coding Workflow Automation is a tool designed to streamline repetitive coding tasks by integrating AI coding assistants into custom workflows. It monitors file changes and triggers AI suggestions or improvements based on predefined configurations.

Installation

Install the required dependencies:

pip install pyyaml watchdog pytest

Usage

Run the tool with a configuration file:

python ai_coding_workflow_automation.py --config path/to/config.yml

Source Code

import argparse
import os
import yaml
import requests
from watchdog.observers import Observer
from watchdog.events import FileSystemEventHandler

class ConfigError(Exception):
    pass

class AIWorkflowHandler(FileSystemEventHandler):
    def __init__(self, config):
        self.config = config

    def on_modified(self, event):
        if event.is_directory:
            return

        for trigger in self.config['triggers']:
            if trigger['type'] == 'file_change' and event.src_path.endswith(trigger['file']):
                self.handle_trigger(trigger, event.src_path)

    def handle_trigger(self, trigger, file_path):
        try:
            with open(file_path, 'r') as f:
                code_snippet = f.read()
        except FileNotFoundError:
            print(f"File not found: {file_path}")
            return

        payload = {
            'code': code_snippet,
            'instructions': trigger['instructions']
        }

        try:
            response = requests.post(trigger['ai_endpoint'], json=payload)
            response.raise_for_status()
        except requests.RequestException as e:
            print(f"Error communicating with AI endpoint: {e}")
            return

        suggestion = response.json().get('suggestion')
        if suggestion:
            if trigger['action'] == 'save':
                try:
                    with open(file_path, 'w') as f:
                        f.write(suggestion)
                    print(f"Updated {file_path} with AI suggestions.")
                except Exception as e:
                    print(f"Error saving file {file_path}: {e}")
            elif trigger['action'] == 'log':
                print(f"AI suggestion for {file_path}:\n{suggestion}")

class AIWorkflowAutomation:
    def __init__(self, config_path):
        self.config_path = config_path
        self.config = self.load_config()

    def load_config(self):
        if not os.path.exists(self.config_path):
            raise ConfigError(f"Configuration file not found: {self.config_path}")

        with open(self.config_path, 'r') as f:
            try:
                config = yaml.safe_load(f)
            except yaml.YAMLError as e:
                raise ConfigError(f"Error parsing configuration file: {e}")

        if 'triggers' not in config or not isinstance(config['triggers'], list):
            raise ConfigError("Invalid configuration: 'triggers' must be a list.")

        return config

    def start(self):
        event_handler = AIWorkflowHandler(self.config)
        observer = Observer()

        for trigger in self.config['triggers']:
            if trigger['type'] == 'file_change':
                directory = os.path.dirname(trigger['file'])
                observer.schedule(event_handler, directory, recursive=False)

        observer.start()
        print("AI Coding Workflow Automation is running...")

        try:
            while True:
                pass
        except KeyboardInterrupt:
            observer.stop()
        observer.join()

if __name__ == "__main__":
    parser = argparse.ArgumentParser(description="AI Coding Workflow Automation")
    parser.add_argument('--config', required=True, help="Path to the configuration file")
    args = parser.parse_args()

    try:
        automation = AIWorkflowAutomation(args.config)
        automation.start()
    except ConfigError as e:
        print(f"Configuration error: {e}")
    except Exception as e:
        print(f"An unexpected error occurred: {e}")

Details

Tool Name
ai_coding_workflow_automation
Category
AI Coding Assistants
Generated
February 28, 2026
Tests
Passing โœ…
Fix Loops
3

Quick Install

Clone just this tool:

git clone --depth 1 --filter=blob:none --sparse \
  https://github.com/ptulin/autoaiforge.git
cd autoaiforge
git sparse-checkout set generated_tools/2026-02-28/ai_coding_workflow_automation
cd generated_tools/2026-02-28/ai_coding_workflow_automation
pip install -r requirements.txt 2>/dev/null || true
python ai_coding_workflow_automation.py