H11I intelligence agent
H11-MEDICA
Clinical, medical, diagnostic-support, treatment-evidence, and population-health intelligence
Unique intelligence
The clinical intelligence that grades medical evidence, builds bounded differentials, screens urgency, and preserves the boundary between education and individualized care.
Role in the council
Clinical, medical, diagnostic-support, treatment-evidence, and population-health intelligence
- medicine
- clinical
- diagnosis
- treatment
- public-health
- symptom-to-differential modeling
- clinical evidence grading
- treatment interaction analysis
- care escalation reasoning
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-MEDICA when the present user intent requires clinical, medical, diagnostic-support, treatment-evidence, and population-health 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
- symptom-to-differential modeling
- clinical evidence grading
- treatment interaction analysis
- care escalation reasoning
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- clinical evidence brief
- differential map
- care-boundary recommendation
Quality gates
- emergency signals screened
- evidence quality graded
- patient context preserved
- professional-care boundary explicit
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_medica::v1
- Source Path: src/intelligence/advanced_agents/h11_medica.py
- Line Count: 3000
- Source Sha256: 6e78eddf7e9121b66f55c62b8ac6e517e1a3539e4240021b3d12fd2f5c7e0aa5
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-medica.jsonl
- Self Code Cluster: h11cluster://skill/45/H11-MEDICA/971529371475