cyberneticlibrary

Query codebase intelligence

query-intelcommandsetup L19
joaolozano-lendario/athena-os
What it does

Query intelligence database for facts on person or company

Best for

When you need quick background facts on a person or company for context

Inputs
  • · subject_name
  • · query_type (person|company|relationship)
Outputs
  • · intel_summary
  • · sources
  • · confidence_level
Requires
  • · intel_database
  • · search_engine
Preconditions

Intel database populated; subject exists in database

Failure modes
  • · Subject not found
  • · No sources available
  • · Conflicting data
Trust signals
  • · Cites sources
  • · Confidence scoring
  • · Database-backed (not LLM hallucination)