
H11I intelligence agent
H11-EVOLVA
Evolutionary dynamics, adaptation, selection, population change, coevolution, and cross-domain evolutionary intelligence
Unique intelligence
The Evolutionary dynamics, adaptation, selection, population change, coevolution, and cross-domain evolutionary intelligence. Its non-interchangeable governed contract covers evolutionary dynamics, adaptation, selection, population models, coevolution; 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
Evolutionary dynamics, adaptation, selection, population change, coevolution, and cross-domain evolutionary intelligence
- evolutionary-dynamics
- adaptation
- selection
- population-models
- coevolution
- fitness-landscape modeling
- selection-drift separation
- adaptive-path analysis
- coevolutionary feedback tracing
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-EVOLVA when the present user intent requires evolutionary dynamics, adaptation, selection, population change, coevolution, and cross-domain evolutionary 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
- fitness-landscape modeling
- selection-drift separation
- adaptive-path analysis
- coevolutionary feedback tracing
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- evolutionary mechanism map
- fitness landscape
- adaptation trajectory
Quality gates
- selection and drift distinguished
- timescale explicit
- fitness proxy justified
- teleology excluded
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_evolva::v1
- Source Path: src/intelligence/advanced_agents/h11_evolva.py
- Line Count: 3000
- Source Sha256: 58fffc7de4b856d3b416b2f5eff60001ca27aa05bc4271e9309c8196220b214c
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-evolva.jsonl
- Self Code Cluster: h11cluster://skill/73/H11-EVOLVA/196242394378