Responsible Disclosure, Legal Notice, and No Affiliation Statement

This project is provided for child online safety, educational, research, prevention, and protective assistance purposes only. It is intended to help identify potential safety concerns based on observable behavior, user-provided information, and available context. It is not intended to accuse, convict, defame, harass, expose, shame, or make final legal conclusions about any person, company, school, organization, platform, community, or government agency.

No Affiliation or Endorsement

This project is independently created and maintained. Unless expressly stated in writing, it is not affiliated with, endorsed by, sponsored by, authorized by, or officially connected to any company, organization, school, government agency, law enforcement office, child protection authority, platform, brand, public figure, or private individual mentioned, referenced, tested, analyzed, or discussed.

Any names, trademarks, logos, brands, organizations, platforms, agencies, or third-party materials mentioned are used only for identification, documentation, reporting, compatibility, safety research, or public-interest discussion. All rights belong to their respective owners.

No Defamation, No Final Accusation, and Evidence-Based Use

This project does not make final accusations or legal findings. Any risk label, safety flag, classification, explanation, or output should be treated as a preliminary safety signal only. It must not be treated as proof that a person, company, organization, or group has committed wrongdoing.

All assessments should be based on observable behavior, available evidence, context, and uncertainty. The system should avoid unsupported claims, assumptions, speculation, personal attacks, and conclusions based on identity, status, affiliation, nationality, gender, religion, age, appearance, disability, political belief, or other protected or personal characteristics.

If evidence is incomplete, unclear, or uncertain, the output should clearly say so.

Human Review Required

This project is a safety-support tool only. It does not replace qualified professionals, guardians, educators, moderators, legal counsel, law enforcement, child protection workers, mental health professionals, or authorized government agencies.

Any serious concern involving child safety, exploitation, grooming, coercion, trafficking, abuse, threats, blackmail, self-harm, or imminent danger should be reviewed by appropriate human authorities or trusted adults and, where necessary, reported through lawful and official channels.

Responsible Disclosure

If you discover a vulnerability, harmful output, false positive, false negative, security weakness, privacy issue, unsafe behavior, data exposure, or misuse risk related to this project, please report it responsibly.

Please do not:

• publicly expose private data;
• attempt unauthorized access;
• attack, scan, overload, or disrupt any system;
• publish exploit details that could enable harm;
• harass, threaten, shame, or accuse any person or organization;
• use the project for vigilantism, doxxing, stalking, blackmail, or public humiliation.

Please include, when available:

• a clear description of the issue;
• steps to reproduce the issue;
• screenshots or logs with private information removed;
• the affected version or configuration;
• the potential impact;
• a safe suggested fix or mitigation.

Reports should be made in good faith and for the purpose of improving safety, security, privacy, and reliability.

Privacy and Data Protection

Users should not submit unnecessary personal data, sensitive information, private conversations, child-identifying details, passwords, tokens, credentials, addresses, school information, phone numbers, financial information, or confidential records unless there is a lawful, necessary, and properly authorized reason.

Any safety report, test case, or documentation should minimize personal data and redact identifying details where possible. Child-related information must be handled with special care, confidentiality, and respect.

Legal Compliance

Users are responsible for using this project in compliance with all applicable laws, regulations, platform rules, school policies, workplace policies, data protection requirements, cybercrime laws, child protection laws, intellectual property laws, and reporting obligations in their jurisdiction.

This project must not be used for illegal surveillance, unauthorized investigation, hacking, harassment, discrimination, retaliation, public accusation, extortion, impersonation, or any activity that violates the rights, safety, privacy, or dignity of others.

Limitation of Liability

This project is provided “as is” without any guarantee of accuracy, completeness, fitness for a particular purpose, legal validity, or uninterrupted operation. Outputs may be incomplete, incorrect, outdated, over-cautious, under-cautious, or context-dependent.

To the maximum extent permitted by law, the creator, maintainer, contributors, and related parties are not responsible for damages, losses, legal claims, reputational harm, false reports, missed reports, misuse, reliance on outputs, or actions taken by users or third parties based on this project.

Users must independently verify information and seek appropriate professional, legal, technical, or child protection guidance before taking action.

Good-Faith Safety Purpose

This project is created in good faith to support online safety, child protection awareness, prevention, education, and responsible reporting. It should be used carefully, lawfully, respectfully, and with human judgment.

Nothing in this project should be interpreted as encouraging public accusations, vigilantism, harassment, retaliation, unauthorized investigation, or unlawful reporting against any person, company, organization, or group.