clio-kit

Name: clio-kit Review
Item: clio-kit
Rating: 2.8
Author: Aaron Matthews

Skill Development Usable

Works inClaude Code

Usable Scanned — metadata only

Enables engineering teams to integrate AI-driven scientific computation into production systems, reducing time-to-insight for data-heavy workloads and bridgi…

Bringing AI practically to science!

Generate Python code snippets for scientific data analysis and statistical computations
Ask Claude to explain complex scientific papers and extract key methodologies
Automate documentation for research code with scientific context and formulas

26 starsBSD-3-Clause (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Enables engineering teams to integrate AI-driven scientific computation into production systems, reducing time-to-insight for data-heavy workloads and bridging gaps between research prototypes and deployable code.

Best for

Engineering teams building scientific computing pipelines or data analysis features requiring reproducible, AI-assisted modeling.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/iowarp/clio-kit

By iowarp

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install iowarp/clio-kit

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Help me generate Python code snippets for scientific data analysis and statistical computations

CostFree

Trust Signals Auto-scanned

Stars26Contributors25Last updated2026-08-13LicenseBSD-3-Clause (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-14 · scanner v1

Community Pulse New

No community discussions found yet. This doesn't mean the tool isn't good — it may be new or serve a niche use case.

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 26 GitHub stars; contributors unknown; last commit 0d ago; license BSD-3-Clause.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

2/5

Reliability

3/5

Security

3/5

Overall score2.75 / 5.00 UsableEvaluatedAug 2026

Scored from trust signals (evidence-eval-v1): 26 GitHub stars; contributors unknown; last commit 0d ago; license BSD-3-Clause.

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