← Back to Skills Marketplace
1477009639zw-blip

Bs Detector

by 1477009639zw-blip · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
127
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install bs-detector
Description
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.
README (SKILL.md)

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."

Usage Guidance
This skill appears safe and coherent: it runs a local Python script that analyzes text using simple heuristics and prints results. It does not contact the network or request credentials. Two practical notes: (1) The implementation is basic — phrases and regexes, not advanced NLP — so results are approximate and may miss nuance. (2) Do not pass highly sensitive secrets or files you wouldn't want printed to stdout, because the script reads and echoes input-derived summaries. If you need stronger NLP/sentiment accuracy, look for a skill that explicitly depends on an NLP library or model.
Capability Analysis
Type: OpenClaw Skill Name: bs-detector Version: 1.0.0 The skill is a straightforward text analysis tool designed to identify buzzwords and summarize messages. The Python script (detect.py) uses basic string matching and regex to calculate 'fluff' density and lacks any network access, suspicious file operations, or execution vulnerabilities.
Capability Assessment
Purpose & Capability
Name/description claim 'Uses NLP' and 'sentiment analysis', but the included detect.py implements simple keyword/regex heuristics rather than ML/NLP libraries — capability is more limited than marketing wording, but otherwise aligned. Required binary (python3) matches the implementation and is proportionate.
Instruction Scope
SKILL.md only instructs running detect.py with --input or --text; the script reads the provided file or standard input and prints results. There are no instructions to read unrelated files, environment variables, or to transmit data externally.
Install Mechanism
No install spec (instruction-only) and no downloads — the skill ships a small script and expects python3 on PATH. Low-risk; nothing is written to disk beyond the included file.
Credentials
No environment variables, credentials, or config paths are required. The skill does not request unrelated secrets or system access.
Persistence & Privilege
always:false and user-invocable:true (default). The skill does not attempt to persist configuration, modify other skills, or request elevated/system-wide privileges.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install bs-detector
  3. After installation, invoke the skill by name or use /bs-detector
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
bs-detector 1.0.0 - Initial release of BS Detector. - Extracts key claims and summarizes main points from long messages. - Detects fluff, filler language, and buzzwords. - Highlights core facts, numbers, and summarizes actionable items. - Provides sentiment analysis of message tone.
Metadata
Slug bs-detector
Version 1.0.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is 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. It is an AI Agent Skill for Claude Code / OpenClaw, with 127 downloads so far.

How do I install Bs Detector?

Run "/install bs-detector" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Bs Detector free?

Yes, Bs Detector is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Bs Detector support?

Bs Detector is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Bs Detector?

It is built and maintained by 1477009639zw-blip (@1477009639zw-blip); the current version is v1.0.0.

💬 Comments