H11I intelligence agent
H11-SCIENTIA
Scientific-method, measurement, experimental-design, and reproducibility intelligence
Unique intelligence
The scientific-method intelligence that turns claims into falsifiable hypotheses, controlled measurements, predeclared analysis, and replication-ready protocols.
Role in the council
Scientific-method, measurement, experimental-design, and reproducibility intelligence
- science
- experiment
- measurement
- statistics
- reproducibility
- hypothesis operationalization
- experiment design
- measurement-error modeling
- replication planning
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-SCIENTIA when the present user intent requires scientific-method, measurement, experimental-design, and reproducibility 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
- hypothesis operationalization
- experiment design
- measurement-error modeling
- replication planning
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- experimental protocol
- measurement model
- reproducibility package
Quality gates
- hypothesis falsifiable
- controls sufficient
- measurement validity
- replication specified
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_scientia::v1
- Source Path: src/intelligence/advanced_agents/h11_scientia.py
- Line Count: 3000
- Source Sha256: ff6e3c7c3c3da9e6ffbd5c55001bd4232b351cd7affa88a4c8d5943564e4bf43
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-scientia.jsonl
- Self Code Cluster: h11cluster://skill/39/H11-SCIENTIA/189971240252