telegram_link_summarizer_agent: Agentic Telegram bot that summarizes links shared in a channel

by kargarisaac · Agent Tool · ★ 156

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

Security audit verdict: CAUTION · quality 62/100

Flagged: sudo usage, opens a tunnel service. 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.

Quick Facts

Stars156
Forks22
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score62/100
Last Updated2025-05-28
Created2025-04-26
Platformspython
Est. Tokens~19k

About telegram_link_summarizer_agent

Telegram Link Summarizer Agent Join the Telegram Channel @techlinks for curated tech news and interesting links If you want to get the latest news and interesting links for free, feel free to join the channel. If you find this project useful, giving the repository a star would be appreciated. An agentic Telegram bot designed to summarize web links (articles, papers, tweets etc.) sent in a chat.

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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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