summary-gpt-bot: An AI-powered text summarization Telegram bot that generates concise summaries of text, URLs, PDFs

by tpai · Agent Tool · ★ 234

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

gptsummarytoolstelegram-bot

Quick Facts

Stars234
Forks33
LanguagePython
CategoryAgent Tool
Quality Score64/100
Last Updated2025-09-18
Created2023-04-09
Platformspython
Est. Tokens~13k

About summary-gpt-bot

Summary GPT Bot An AI-powered text summarization Telegram bot that generates concise summaries of text, URLs, PDFs and YouTube videos. Features Supports text Supports URLs Supports PDFs Supports YouTube videos (no support for YouTube Shorts) Usage Launch a OpenAI GPT-4 summary bot that only can be used by your friends and you. Launch a summary bot using Azure OpenAI.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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