sovereign-query

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Query the Sovereign Engine for answers with full Graph-of-Thoughts reasoning

BizraInfo By BizraInfo schedule Updated 2/24/2026

name: sovereign-query description: Query the Sovereign Engine for answers with full Graph-of-Thoughts reasoning context: fork agent: sovereign-researcher

Process the following query through the BIZRA Sovereign Engine pipeline:

Query: $ARGUMENTS

Processing Steps

  1. Parse Intent: Understand what is being asked
  2. Gather Context: Search codebase, docs, memory
  3. Graph Reasoning: Explore multiple hypothesis branches
  4. SNR Maximization: Filter noise, amplify signal
  5. Synthesize: Combine best insights
  6. Validate: Check against Ihsān constraints (SNR ≥ 0.95)

Output Format

## Understanding
[What was asked]

## Analysis
[Multi-branch reasoning with confidence scores]

## Answer
[Synthesized response]

## Confidence
[SNR score and validation status]

## Sources
[Citations and provenance]
Install via CLI
npx skills add https://github.com/BizraInfo/bizra-data-lake --skill sovereign-query
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