wastewater-optimization
Specialized skill for biological and physical-chemical wastewater treatment process optimization with activated sludge modeling, nutrient removal, aeration efficiency, and energy minimization.
Profile →npx skills add a5c-ai/babysitter --skill wastewater-optimization --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Wastewater Treatment Optimization Skill Biological and physical-chemical wastewater treatment process optimization for municipal and industrial applications. ## Purpose This skill provides comprehensive capabilities for optimizing wastewater treatment processes, including activated sludge modeling, nutrient removal optimization, aeration efficiency analysis, and energy consumption minimization. ## Capabilities ### Activated Sludge Process Modeling - ASM1, ASM2d, ASM3 model implementation - Stoichiometric and kinetic parameter estimation - Model calibration with plant data - Steady-state and dynamic simulation - Sensitivity analysis for key parameters ### BioWin and GPS-X Integration - Model input file generation - Simulation scenario configuration - Results parsing and analysis - Automated optimization runs - Comparative scenario analysis ### Nutrient Removal Optimization - Biological Nutrient Removal (BNR) process design - Enhanced Biological Phosphorus Removal (EBPR) optimization - Nitrification/denitrification kinetics - Carbon source requirements - Recycle ratio optimization ### Aeration Efficiency Analysis - Oxygen transfer efficiency (OTE) calculation - Alpha and beta facto
- Purpose
- Capabilities
- Activated Sludge Process Modeling
- BioWin and GPS-X Integration
- Nutrient Removal Optimization
- Aeration Efficiency Analysis
- Sludge Age and F/M Ratio Optimization
- Energy Consumption Minimization
- Chemical Dosing Optimization
- Secondary Clarifier Modeling
- Prerequisites
- Installation
- Optional Dependencies
- Usage Patterns
pip install numpy scipy pandas matplotlib For process simulation pip install python-control For optimization pip install scipy pymoo For data visualization pip install plotly seaborn
What does the wastewater-optimization skill do?
Specialized skill for biological and physical-chemical wastewater treatment process optimization with activated sludge modeling, nutrient removal, aeration efficiency, and energy minimization.
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill wastewater-optimization --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From a5c-ai/babysitter, a repository with 1,642 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.