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Skills bs-detector

Detects key claims in long messages and summarizes the real point. Uses NLP to find what someone is actually saying vs. what they want you to believe.

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/1477009639zw-blip/betabsdet" ~/.claude/skills/openclaw-skills-bs-detector && rm -rf "$T"
OpenClaw · Install into ~/.openclaw/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/1477009639zw-blip/betabsdet" ~/.openclaw/skills/openclaw-skills-bs-detector && rm -rf "$T"
manifest: skills/1477009639zw-blip/betabsdet/SKILL.md
tags
#nlp#sentiment-analysis#text-summarization#claim-extraction#data-analysis
source content

BS Detector — Find the Real Point

Detects claims, identifies fluff, and extracts the actionable truth from long messages.

Usage

python3 detect.py --input message.txt
python3 detect.py --text "Your long slack message here..."

Features

  • Claim extraction from long text
  • Fluff detection (filler, buzzwords, corporate speak)
  • Core point summarization
  • Sentiment analysis
  • Key numbers and facts highlighted

Example

Input: Long corporate email Output: "Core message: Deadline is Friday. Key ask: Approval by EOD Thursday."