Free alternatives to cobrapy
50 free AI Skills apps to use instead, best rated first.
Top picks
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webapp-testing
LaunchNative Python Playwright scripts for testing local web applications with server lifecycle management. Includes with_server.py helper to automatically start and manage single or multiple servers before running automation scripts. Supports re
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content-research-writer
LaunchAssists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on
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openhue
Launchopenhue is an agent skill from the OpenClaw project, listed on skills.sh. It lets an agent control Philips Hue lights and scenes through a Hue Bridge with the OpenHue CLI: turn lights on and off, dim rooms, set scenes such as movie mode, an
- B

batch-grill-me
Launchbatch-grill-me is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It interviews you relentlessly about a plan until you share an understanding. It maps decisions as a tree and asks every question it can answer now
- I

implement
Launchimplement is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It implements work from a spec or tickets: it fetches the ticket, works test-first at agreed seams, runs type checks and tests as it goes, reviews the re
- F

frontend-design
LaunchDistinctive, production-grade frontend interfaces that reject generic AI aesthetics through intentional design choices. Guides aesthetic direction selection (brutalist, maximalist, retro-futuristic, luxury, organic, etc.) before implementat
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brainstorming
Transform rough ideas into fully-formed designs through structured questioning

finishing-a-development-branch
Guides completion of development work by presenting clear options

test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
About cobrapy

cobrapy
Performs constraint-based metabolic modeling
cobrapy is an agent skill for constraint-based metabolic modelling with COBRApy. It covers loading and building metabolic networks, optimising their steady-state fluxes, and running knockout screens. It also covers medium design, sampling of the feasible flux space and gap-filling hypotheses. The methods named include flux balance analysis, parsimonious FBA, flux variability analysis, gene knockouts, flux sampling, growth media and production envelopes. The skill is careful about what the methods can show. Flux balance analysis is a constraint-based prediction. It does not infer kinetic rates, and it does not establish experimental growth, thermodynamic feasibility or flux identifiability. The skill targets cobra 0.32.1, which is imported as cobra, and it was checked against the released source and current documentation. The install command is uv pip install with cobra pinned to 0.32.1, and an optional extra adds SciPy support for MATLAB file input and output and array operations. It is part of the k-dense-ai scientific agent skills repository on GitHub, which has about 49,600 stars.
- Price
- Free
- Made by
- k-dense-ai
- Category
- AI Skills
- Website
- github.com/k-dense-ai/scientific-agent-skills/cobrapy
