snr-check

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Check SNR (Signal-to-Noise Ratio) of content

BizraInfo By BizraInfo schedule Updated 2/24/2026
play_arrow Run Skill in Manus View GitHub

name: snr-check description: Check SNR (Signal-to-Noise Ratio) of content

Analyze the SNR of the following content: $ARGUMENTS

SNR Analysis

Evaluate against these dimensions:

  1. Signal Components

    • Relevance (0-1): How relevant to the query?
    • Novelty (0-1): New information vs redundant?
    • Groundedness (0-1): Supported by evidence?
    • Coherence (0-1): Logically consistent?
    • Actionability (0-1): Leads to next steps?

  2. Noise Components

    • Redundancy: Repeated information
    • Ambiguity: Unclear statements
    • Verbosity: Unnecessary words
    • Inconsistency: Contradictions

Output

Signal Score: [0-1]
Noise Score: [0-1]
SNR (Linear): [signal/noise]
SNR (dB): [10*log10(SNR)]

Ihsān Threshold: 0.95
Status: [PASS/FAIL]

Recommendations for improvement:
- [specific suggestions]
Install via CLI
npx skills add https://github.com/BizraInfo/bizra-data-lake --skill snr-check
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