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desert-greenhouse-hydroponics-optimization-agent-skill

🌵🍅 Desert Greenhouse Hydroponics & Climate Optimization Engine | Production-grade Claude Code harness & deterministic Python physics engine for desert CEA. Features VPD calculation, pad-fan cooling sizing..

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What's in it

Data offered docs-verified
VPD (vapour pressure deficit) calculation · evaporative-cooling (pad-fan) sizing · nutrient EC/pH · crop suitability · water/energy budgets
Coverage llm-inferred
Global (per ENTRY regions); desert/arid greenhouse context
Update frequency docs-verified
Weekly, for the knowledge base only (not the physics engine or any input data)
Formats docs-verified
JSON
Access docs-verified
Free and open source under MIT licence; no auth (ENTRY auth null); local Python install via pip install -r requirements.txt

Useful for

Use cases llm-inferred
Pad-fan evaporative cooling sizing for a desert greenhouse design check · VPD and climate-control screening for a controlled-environment agriculture feasibility study · Water and energy budget screening for a hydroponic facility · Nutrient EC/pH and irrigation-water salinity check (Na, Cl, EC inputs)
Audience llm-inferred
greenhouse and CEA engineers · horticultural/agricultural engineers · hydroponics growers · agronomists

Limitations

Constraints llm-inferred
Desert/arid CEA focus; not designed for UK climate or civils/water consultancy data · Calculation engine, not a live data feed; no endpoints or feed specifications are documented, so the 'real-time data aggregation' claim cannot be verified from the docs · Crop list and engine input coverage are not documented · Knowledge base depends on third-party crawls (ArXiv, Semantic Scholar, Crossref, OpenAlex, RSS) and its quality varies with them · Used as a Claude Code skill or a local Python toolkit; no MCP server, so it needs a local Python 3.11+ environment · Tools array is empty; no hosted or authenticated service
Licence
MIT
Authentication
Unknown — review source docs
GitHub stars
5
Last commit
29/07/2026
Last successful page check
14/10/2026
Page health
healthy
Package
Not recorded
Verification
Not independently verified

Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.

Provenance & evidence

Daily discovery 2026-10-17: GitHub search; verified via GitHub API. Tools/install/auth auto-extracted from README.

Metadata observed 14/10/2026 · daily-2026-10-17 (github-search)

Related sources

Browse: Hydrology · Weather & climate · Environmental monitoring