atris

Name: atris Review
Item: atris
Rating: 2.3
Author: Aaron Matthews

Skill Development Poor

Works inClaude Code

Poor Scanned — metadata only

Atris provides infrastructure for autonomous systems that adapt and improve without manual retraining, reducing operational overhead and enabling faster resp…

a self improving operating system for intelligence

Ask Claude to analyze system performance bottlenecks and suggest optimization strategies
Generate automated workflows for deploying and managing distributed intelligence infrastructure
Find integration points for connecting Claude with existing operational systems and databases

67 starsFreeQuick setup

Below standard — Significant caveats apply. Not recommended without careful review of the security and evaluation sections.

Why it matters

Atris provides infrastructure for autonomous systems that adapt and improve without manual retraining, reducing operational overhead and enabling faster response to changing conditions in production environments.

Best for

ML teams building self-optimizing agents or autonomous systems requiring continuous learning without downtime.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/atrislabs/atris

By atrislabs

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 atrislabs/atris

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:

Analyze system performance bottlenecks and suggest optimization strategies

CostFree

Trust Signals Auto-scanned

Stars67Last updated2026-08-03Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-03 · 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): 67 GitHub stars; contributors unknown; last commit 0d ago; license no license.

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

1/5

Versatility

3/5

Reliability

3/5

Security

3/5

Overall score2.30 / 5.00 PoorEvaluatedAug 2026

Scored from trust signals (evidence-eval-v1): 67 GitHub stars; contributors unknown; last commit 0d ago; license no license.

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