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1477009639zw-blip

Beta Sentiment Analyzer

by 1477009639zw-blip · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
114
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Install in OpenClaw
/install betasentiment
Description
Analyzes sentiment from social media, news headlines, and financial text. Outputs positive/negative/neutral scores with confidence levels and key phrase extr...
README (SKILL.md)

Sentiment Analyzer

AI-powered sentiment analysis for financial text, social media, and news.

Usage

python3 analyze.py --text "Bitcoin to the moon! Best investment ever!"
python3 analyze.py --file headlines.csv

Output Example

🔍 SENTIMENT ANALYSIS
━━━━━━━━━━━━━━━━━━━━━
Text: "Bitcoin to the moon!"
Score: 0.82 / 1.0
Verdict: BULLISH 🐂
Confidence: 91%

Key phrases:
- "to the moon" → extremely bullish signal
- "best investment" → high conviction positive
Usage Guidance
This skill is a small, local Python script that uses simple keyword matching to produce sentiment scores. It does not call the network or request credentials, so from a security standpoint it is low-risk to run locally. Consider these points before installing: (1) Accuracy: keyword-based sentiment is brittle and may misclassify nuanced text; do not rely on it for financial decisions. (2) Privacy: if you pass a file, the script will read that file locally — avoid passing sensitive files unless you trust the code and environment. (3) Inspectability: the full source is included and short — review it if you want to confirm behavior. If you need production-grade sentiment analysis or scaled processing, prefer a vetted library or API with clear data-handling policies.
Capability Analysis
Type: OpenClaw Skill Name: betasentiment Version: 1.0.0 The skill is a straightforward sentiment analysis tool that uses keyword matching to evaluate financial and social media text. The Python script (analyze.py) relies solely on standard libraries, performs local processing without network or shell access, and the documentation (SKILL.md) contains no suspicious instructions or prompt injection attempts.
Capability Assessment
Purpose & Capability
Name/description (sentiment analysis for social media/news/financial text) match the included code and declared requirements. The only required binary is python3 and analyze.py implements keyword-based sentiment scoring for financial/crypto terms — proportional to the stated purpose.
Instruction Scope
SKILL.md instructs running analyze.py with --text or --file. The script only reads the provided file or standard input, performs local text scoring, and prints results. There are no instructions to access other system files, environment variables, or external endpoints.
Install Mechanism
There is no install spec (instruction-only skill plus a small included script). Nothing is downloaded or written to disk by an installer — lowest-risk install model.
Credentials
No environment variables, credentials, or config paths are requested or used. The code does not access os.environ or external services.
Persistence & Privilege
always is false and the skill does not request persistent presence or modify other skills/configuration. It runs only when invoked.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install betasentiment
  3. After installation, invoke the skill by name or use /betasentiment
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Slug betasentiment
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Beta Sentiment Analyzer?

Analyzes sentiment from social media, news headlines, and financial text. Outputs positive/negative/neutral scores with confidence levels and key phrase extr... It is an AI Agent Skill for Claude Code / OpenClaw, with 114 downloads so far.

How do I install Beta Sentiment Analyzer?

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

Is Beta Sentiment Analyzer free?

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

Which platforms does Beta Sentiment Analyzer support?

Beta Sentiment Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Beta Sentiment Analyzer?

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

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