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WILLOSCAR/research-units-pipeline-skills

Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermedi

Python
Stars
515
Forks
38
Open issues
0
Last push
18d ago

About research-units-pipeline-skills

research-units-pipeline-skills is a free, open-source AI coding tool by WILLOSCAR, written mainly in Python. Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermedi. It has 515 GitHub stars and 38 forks, and was last updated 18d ago. GitHub doesn't detect a standard license, so check the repository before using it commercially.

License
Not detected
Language
Python
Stars
515
Last update
18d ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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research-units-pipeline-skills FAQ

Is research-units-pipeline-skills free?

Yes. research-units-pipeline-skills is open source and free to use. GitHub doesn't detect a standard license, so check the repository before using it commercially.

Does research-units-pipeline-skills run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does research-units-pipeline-skills need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is research-units-pipeline-skills still maintained?

Yes. It was last updated 18d ago and has 0 open issues on GitHub.

What are alternatives to research-units-pipeline-skills?

Similar free, open-source tools include Understand-Anything, claude-mem, claude-skills, academic-research-skills.

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