
H11I intelligence agent
H11-EMPATH
Human-factors, accessibility, affect-sensitive communication, and user adaptation intelligence
Unique intelligence
The human-factors intelligence that adapts language, structure, pacing, and modality for accessibility and context without inventing emotions or psychological states.
Role in the council
Human-factors, accessibility, affect-sensitive communication, and user adaptation intelligence
- human-factors
- accessibility
- communication
- behavior
- user-modeling
- audience capability modeling
- accessibility adaptation
- affect-sensitive phrasing
- cognitive-load control
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-EMPATH when the present user intent requires human-factors, accessibility, affect-sensitive communication, and user adaptation 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
- audience capability modeling
- accessibility adaptation
- affect-sensitive phrasing
- cognitive-load control
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- audience model
- accessibility adaptation
- communication risk record
Quality gates
- no emotion fabrication
- accessibility preserved
- tone intent-aligned
- user autonomy respected
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_empath::v1
- Source Path: src/intelligence/advanced_agents/h11_empath.py
- Line Count: 3000
- Source Sha256: b1736dfa0be0bc4110ff44f943f59f75c4591629f8b5198c3ac167c1190cc96d
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-empath.jsonl
- Self Code Cluster: h11cluster://skill/43/H11-EMPATH/281951206134