entroly

Name: entroly Review
Item: entroly
Rating: 3.6
Author: Aaron Matthews

Skill Development Solid

Works inClaude Code

Solid Scanned — metadata only

Reduces AI coding assistant costs while preventing costly hallucinations that lead to bugs, security issues, or rework.

Open-source context engine that catches AI hallucinations and cuts your token bill 70–95%. The only AI helper that shows its work. Claude · Cursor · Copilot · Codex,GPT & Custom Providers

Reduce AI code generation costs by filtering irrelevant context before sending
Verify Claude's code suggestions are grounded in your actual codebase
Debug why an AI model suggested incorrect solutions by reviewing filtered context

437 starsApache-2.0 (commercial OK)FreeQuick setup

Why it matters

Reduces AI coding assistant costs while preventing costly hallucinations that lead to bugs, security issues, or rework. Transparent reasoning helps teams audit AI-generated code before deployment.

Best for

Engineering teams using Claude, Copilot, or other AI code assistants seeking cost control and reliability.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/juyterman1000/entroly

By juyterman1000

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 juyterman1000/entroly

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 reduce AI code generation costs by filtering irrelevant context before sending

CostFree

Trust Signals Auto-scanned

Stars437Contributors3Last updated2026-08-18LicenseApache-2.0 (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-18 · scanner vattempted-no-data

Reviewer notes

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

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 437 GitHub stars; 3 contributors; last commit 0d ago; license Apache-2.0.

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

4/5

Reliability

4/5

Security

4/5

Overall score3.65 / 5.00 SolidEvaluatedAug 2026

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 437 GitHub stars; 3 contributors; last commit 0d ago; license Apache-2.0.

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