Text Summarizer

Extractive AI text summarizer. Automatically extracts the most important sentences from any text using a hybrid TextRank + TF-IDF algorithm.

This skill appears to be what it claims — a local extractive summarizer — and doesn't request secrets or network access. Before running: (1) ensure you have a safe execution environment with Python 3, (2) inspect the included script (already reviewed here) and confirm you are comfortable executing local code, (3) avoid feeding sensitive files you wouldn't want printed to stdout (the script will output excerpts of the input), and (4) note functional limitations (English-only tokenization, simple sentence splitting). If you plan to let an autonomous agent invoke this skill, remember the agent may pass arbitrary user text to the script — review agent policies for handling sensitive data.

Type: OpenClaw Skill Name: text-summarizer Version: 1.0.0 The text-summarizer skill bundle is a legitimate tool for extractive text summarization. The core logic in scripts/summarize.py implements a hybrid TextRank and TF-IDF algorithm using only Python standard libraries, with no evidence of network activity, data exfiltration, or unauthorized file access. The SKILL.md instructions are strictly focused on the summarization task and do not contain any prompt-injection attempts or malicious directives.