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telegram-group-statistics-analytics-bot — Claude Code skill

Tracks Telegram group member changes, counts messages by participant, and exports periodic activity summaries. Designed for community managers monitoring chat health.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/data-skills --skill telegram-group-statistics-analytics-bot -a claude-code
Open on GitHub

What telegram-group-statistics-analytics-bot does

This skill provisions an analytics bot tailored for Telegram group chats. It logs incoming messages, tracks member joins or departures, and calculates hourly activity heatmaps. The system also supports data exports in CSV or JSON.

The engine runs on Python using python-telegram-bot alongside SQLAlchemy with SQLite or PostgreSQL storage. Periodic document generation relies on reportlab and matplotlib to export PDF or HTML digests. Configuration details and target chat IDs sit inside config.json.

Without TELEGRAM_BOT_TOKEN and API credentials from my.telegram.org, the bot cannot connect to the chat stream. Administrator rights inside the target group are required to capture member events.

What it helps with

  • track member join and departure trends over time
  • generate hourly and daily group activity heatmaps
  • compile periodic PDF and HTML community reports
  • alert administrators when group message frequency drops sharply

Example prompts for the agent

  • Analyze Telegram group message stats for the past 7 days and show top posters
  • Generate an activity heatmap for the chat across weekdays and hours
  • Configure automated weekly PDF reporting for Telegram group analytics

How to install telegram-group-statistics-analytics-bot

1Skills CLI (Vercel)

npx skills add reason-machines/data-skills --skill telegram-group-statistics-analytics-bot -a claude-code

2Manually: put the files in place

~/.claude/skills/telegram-group-statistics-analytics-bot/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/telegram-group-statistics-analytics-bot/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about telegram-group-statistics-analytics-bot

How to install telegram-group-statistics-analytics-bot in Claude Code?

Run npx skills add reason-machines/data-skills --skill telegram-group-statistics-analytics-bot -a claude-code in your terminal.

What metrics does the bot record?

It records total message volume per user, content types, and timestamps. It also logs join and leave events to calculate net member growth.

What credentials are required to run the bot?

You need a bot token from BotFather, API credentials from my.telegram.org, and a database URL pointing to SQLite or PostgreSQL. Provide these in your environment variables.

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