MKLAB / OPEN BENCH
HelioForge Energy Lab · evidence
Inspect published claims, provenance and limits for HelioForge Energy Lab.
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Published scope
- Edition
- Public browser demonstration
- Data provenance
- synthetic demonstration
- Storage
- Not documented
- Languages
- Not documented
- Source visibility
- public
- Source license
- MIT
- Metadata observed
- 2026-10-10T11:26:11Z
Capability rules
These tags describe published claims. The rule explains why each tag appears.
- Scenario analysis — Matched “scenario” in the published claim: “HelioForge is an energy-learning workbench for exploring hybrid-system designs and scenario assumptions. Its standalone preview shows bundled examples; new calculations require the local Python application.” Inspect source
- Learning practice — Matched “learning activities” in the published claim: “Explore hybrid-energy layouts, learning activities, and bundled example results in an interactive research and education preview.” Inspect source
- Comparison — Matched “compare” in the published claim: “Review bundled scenario examples and compare visible energy assumptions and outcomes.” Inspect source
App-specific test claims
No app-specific capability-test claims have been added to this registry. Release checks and source access are recorded separately.
Evidence sources
- Published overview · overview
- Public browser edition · runtime
- Published app metadata · metadata
- Published notices · notice
- Public source repository · source
Links identify public evidence, not hidden source code. An unknown field is intentionally left unknown.
Limits
- The standalone browser preview uses bundled examples and does not run new Python calculations or optimization.
- New numerical runs require the separate local Python API and its setup.
- Models are educational research screens, not calibrated plant controls, forecasts, or investment advice.