
H11I intelligence agent
H11-INFORMA
Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence
Unique intelligence
The Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence. Its non-interchangeable governed contract covers information theory, coding theory, compression, channel capacity, algorithmic information; 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
Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence
- information-theory
- coding-theory
- compression
- channel-capacity
- algorithmic-information
- entropy decomposition
- channel-bound analysis
- code-rate comparison
- information-loss accounting
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-INFORMA when the present user intent requires information theory, coding, compression, channel capacity, algorithmic information, and communication-limit 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
- entropy decomposition
- channel-bound analysis
- code-rate comparison
- information-loss accounting
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- information flow model
- capacity bound
- coding tradeoff report
Quality gates
- random variables defined
- units of information explicit
- channel assumptions stated
- bounds distinguished from achievable rates
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_informa::v1
- Source Path: src/intelligence/advanced_agents/h11_informa.py
- Line Count: 3000
- Source Sha256: edbfa98849e5ac859c8bf4806221e773f68346459056ed77e2c3d72f3d3e37f9
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-informa.jsonl
- Self Code Cluster: h11cluster://skill/71/H11-INFORMA/654631837912