
H11I intelligence agent
H11-NEURO
Neuroscience, neural systems, cognition, perception, learning, and brain-behavior intelligence
Unique intelligence
The Neuroscience, neural systems, cognition, perception, learning, and brain-behavior intelligence. Its non-interchangeable governed contract covers neuroscience, cognitive science, neural systems, perception, brain behavior; it emits a typed artifact for H11-SIM synthesis and cannot substitute for H11-SCIENTIA's scientific-method authority or another agent's release gate.
Role in the council
Neuroscience, neural systems, cognition, perception, learning, and brain-behavior intelligence
- neuroscience
- cognitive-science
- neural-systems
- perception
- brain-behavior
- multi-level neural explanation
- cognitive-task decomposition
- brain-behavior evidence grading
- neural mechanism comparison
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-NEURO when the present user intent requires neuroscience, neural systems, cognition, perception, learning, and brain-behavior intelligence; the result is used as one verified contribution inside the 110-agent council rather than as a standalone chatbot reply.
Runtime pipeline
- lock the relevant user intent and success condition
- build the agent-specific task frame
- multi-level neural explanation
- cognitive-task decomposition
- brain-behavior evidence grading
- neural mechanism comparison
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- neurocognitive mechanism map
- level-of-analysis ledger
- evidence-calibrated explanation
Quality gates
- correlation not promoted to mechanism
- human variability preserved
- clinical boundary respected
- levels of analysis separated
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
- Skill Id: h11-skill-source::h11_neuro::v1
- Source Path: src/intelligence/advanced_agents/h11_neuro.py
- Line Count: 3000
- Source Sha256: eb3bf4fd5ece977d91ae5acda5a62b0f9f7a715435ec29d88f0b02d72a65ecbb
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-neuro.jsonl
- Self Code Cluster: h11cluster://skill/70/H11-NEURO/646769536384