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H11I intelligence agent

H11-TRACE

Trajectory observability, causal debugging, telemetry, and first-failure isolation

Unique intelligence

The trajectory-diagnostics intelligence that correlates agent, tool, message, and policy spans to isolate the first causal failure rather than reporting propagated symptoms.

Intelligence planeMeta Intelligence
Agent categorytrajectory-diagnostics
Sovereign modelH11-SIM

Role in the council

Trajectory observability, causal debugging, telemetry, and first-failure isolation

This specialist contributes to adaptive H11I councils while evidence, authority, verification, and execution remain separated by platform governance.

Platform engine contract

H11-SIM activates H11-TRACE when the present user intent requires trajectory observability, causal debugging, telemetry, and first-failure isolation; the result is used as one verified contribution inside the 110-agent council rather than as a standalone chatbot reply.

Runtime pipeline

  1. lock the relevant user intent and success condition
  2. build the agent-specific task frame
  3. trajectory normalization
  4. first-failure isolation
  5. span correlation
  6. causal fault localization
  7. emit typed artifacts with uncertainty and failure flags
  8. hand off to H11I-VERITAS / H11I-ZENITH for release synthesis

Typed artifacts

Quality gates

Authority boundary: bounded specialist analysis and typed recommendation; no independent external authority

Failure recovery: Return the failed gate, preserve the strongest verified partial result, and request escalation/revision instead of inventing certainty.

Source backing