gardening-watering-tuning
CommunityPersonalize watering predictions with safe tuning.
Data & Analytics#guardrails#model tuning#YAML configuration#plant journaling#water prediction#time-series attribution
Authorjlpouffier
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill resolves persistent watering prediction bias by tuning the per-plant weighting parameters that adjust how cadence forecasts respond to base scheduling and climate factors.
Core Features & Use Cases
- Per-plant weight management: Reads and updates only the four editable weights stored in plants/<id>/tuning.yml (base, climate_temp, climate_rh, moss_pole).
- Nightly proposal of deltas from prediction vs reality: Compares recent prediction cadence to actual watering intervals and generates attribute-scoped adjustments without directly writing them.
- Strict guardrails and auditability: Clamps per-adjust deltas (±0.10), enforces declared bounds for each weight, requires enough fresh watering cycles before proposing, and appends an adjustment_log for user-visible history.
Quick Start
Ask Hermes to run the nightly reflect step to propose safe per-attribute tuning updates across your plants, then apply the accepted proposals through the adjustment command.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: gardening-watering-tuning Download link: https://github.com/jlpouffier/hermes-agent-gardening-skills/archive/main.zip#gardening-watering-tuning Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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