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Documentation Index

Fetch the complete documentation index at: https://docs.kyberis.ai/llms.txt

Use this file to discover all available pages before exploring further.

Use /v2/prioritize when the caller provides environment context and asks what matters now.

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Environment profile

Include the context that changes priority: 
{
  "environment": {
    "products": ["Microsoft Exchange", "Okta", "Kubernetes"],
    "vendors": ["Microsoft", "Okta"],
    "capabilities": ["federated_identity", "public_api_surface"],
    "cloud_providers": ["aws"],
    "hosting_model": "hybrid",
    "industry": "healthcare",
    "geography": ["US"],
    "external_exposure": ["vpn", "owa", "public_api"]
  }
}

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Workflow

  1. Call /v2/prioritize with environment, time_window_days, and max_items.
  2. Review top signals by priority_score, confidence_score, and environment_match_reasons.
  3. Validate the top 1-3 signals with evidence and relationships.
  4. Run the relevant assessment for each material item.
  5. Return an action plan ordered by priority.

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Interpret ranking fields

  • priority: human-friendly urgency label
  • priority_score: deterministic rank score
  • confidence_score: confidence in the signal and supporting data
  • activity_level: current activity signal
  • novelty_score: how new the signal is to the request context
  • freshness_score: recency of supporting data
  • environment_match_reasons: why this matters to the provided environment
  • suppression_reasons: why a signal was lowered or deprioritized
  • what_changed: changes since the requester’s last view
  • recommended_action_type: action category for follow-up