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market-research

rubin_sim: Optimize Survey Strategy

Get simulation tools for survey strategy analysis with rubin_sim, ideal for founders in research and astronomy.
advancedโฑ 1-2 hours๐Ÿ’ต Free
61 stars40 forksPythonQuality 8/10Updated 5/29/2026100% free ยท open source
What it is

Lets you build and analyze survey strategies with Rubin Observatory simulation tools as a starting point, with no coding experience required.

What you can make with it

Automations to test scheduling scenarios, like creating a schedule for the Rubin Observatory that balances data collection with telescope downtime.

How it helps

This tool provides a head start by offering pre-built simulation tools and strategies to analyze and refine, saving the user a lot of time and effort.

Real use case example

"A founder of an astronomy startup wants to optimize data collection from the Rubin Observatory but is short on resources. Using this tool's scheduler and simulation features, she spends 2 hours creating and refining a schedule, which results in 20% increased data collection efficiency within a week."

If you're new

When you're new to market research and simulation tools.

If you're senior

When you're a seasoned astronomer or developer familiar with scheduling and optimization algorithms.

Common confusion cleared up

This tool is specifically designed for Rubin Observatory and might not work for other astrophysical applications.

Best inside these AI tools
CursorSelf-hosted
Pairs with
Amazon SageMaker
Why we list it on WorkflowStacks: This skill is free and open-source, offering a valuable starting point for those who want to build and test survey strategies but don't want to recreate everything from scratch.

About this skill

Scheduler, survey strategy analysis, and other simulation tools for Rubin Observatory.

Topics

scheduler
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

17
top-level files
5
folders
9.6M
repo size
GPL-3.0
license
Key files
.pre-commit-config.yaml
optional-requirements.txt
README_dev.md
README.md
requirements.txt
test-requirements.txt
File tree
.github/
docs/
rubin_sim/
sql/
tests/
.git_archival.txt
.gitattributes
.gitignore
.pre-commit-config.yaml
container_environment.yaml
Dockerfile
example_deployment.yaml
LICENSE
optional-requirements.txt
pyproject.toml
README_dev.md
README.md
requirements.txt
setup.cfg
setup.py
showmaf-deploy.yaml
test-requirements.txt
Quick Actions
Details
Creator
lsst
Language
Python
Category
market-research
Published
5/6/2021

Are you the creator of this tool? Claim your listing โ†’ and earn 85% of every sale.

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