H11I intelligence agent
H11-QUANTA
Compute, latency, energy, cost, capacity, and workload optimization intelligence
Unique intelligence
The resource intelligence that optimizes compute, latency, memory, energy, capacity, and cost while reserving a declared quality and verification floor.
Role in the council
Compute, latency, energy, cost, capacity, and workload optimization intelligence
- compute
- latency
- cost
- energy
- scheduling
- resource envelope modeling
- critical-path scheduling
- quality-cost optimization
- capacity forecasting
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-QUANTA when the present user intent requires compute, latency, energy, cost, capacity, and workload optimization 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
- resource envelope modeling
- critical-path scheduling
- quality-cost optimization
- capacity forecasting
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- resource budget
- execution schedule
- capacity and degradation plan
Quality gates
- budget respected
- latency target feasible
- quality floor preserved
- degradation 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_quanta::v1
- Source Path: src/intelligence/advanced_agents/h11_quanta.py
- Line Count: 3000
- Source Sha256: c5200837222ba861bd6900923d175a946a97affdb6e7ceb918c768eae613699d
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-quanta.jsonl
- Self Code Cluster: h11cluster://skill/40/H11-QUANTA/014491533371