AI Automation: Implementing Specialized Agent Workflows (Language Translation, Privacy Auditing, & Content Moderation)
Automation Stack & Architecture
- Agent Framework: LLM-based Agents running on ProTalk Platform
- Integration Layers: Google Translate API (#334),get_socially(Social Analyzer or GitHub repository logic), HaveIBeenPwned checks, Telegram/WhatsApp APIs, Google Sheets (#182 - optional logging), Notification system (#57).
- Target Outcome: Multilingual customer support communication; Automated personal data removal discovery; 24/7 autonomous chat thread cleaning.
Agent Roles & Tools Assignment
Multilingual Communication Agent
- Goal: Provide professional multilingual client interaction without manual wayfinding.
- Tools assigned: Function #334 (Google Translate API for detecting input language and translating responses professionally).
Digital Footprint Erasure Agent
- Goal: Identify public records across brokers, social networks, and forums to create a deletion checklist.
- Tools assigned: Social Analyzer via local execution instructionseting any nickname combinations with location patterns; Have I Been Pwned checks (`haveibeenpwned.com`) for email leak status.
- Persona requirements: Strict adherence to verification—checking page content rather than just tool scores; preventing guessing of links or unnecessary account creation/reports.
Telegram Chat Moderator Agent
- Goal: Maintain group hygiene by removing spammlyr messages and blocking bad actors automatically.
- Tools assigned: Function #432 (Batch removal enough unwanted messages); potential sequential chain using #310 such as logging deleted items into Google Sheets (#182) followed by admin notification (#57).
Step-by-step Workflow Orchestration
- Trigger Phase: Incoming message detected in Telegram/WhatsApp OR manual trigger for digital footprint scan/moderation check.
- Language Logic Node [ProTalk]: If input language != target client language -> invoke `Function_334` to translate incoming text before processing prompt logic.
- Digital Footprint Discovery Loop:
Search(People Directories, Socials, Forums)->SocialAnalyzer()get_nicknames + location으로 any combination checking matching rules if possible 혹은 maybe status denied properly per instructionseting instructions without requesting new reports manually or creating accounts unnecessarily de việc thực hiện checks hay not vcl r t n m d k s g h j l b f u i q z x c a p o e w r y .d
-> Check email against `haveibeenpwned.com`. - Moderator Decision Engine {Contextual}: Analyze content (is it spam? is there toxic context?) via Prompt Rules (
! DYOR (Do Your Own Research)