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simply-simplify-language

Skill Communication Usable
Works inClaude Code
Usable Scanned — metadata only

Reduces communication overhead and errors by ensuring technical documentation, policies, and internal messaging reach diverse skill levels.

Use machine learning to make your institutional communication more understandable and inclusive.

50 starsMIT (commercial OK)FreeQuick setup
Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Reduces communication overhead and errors by ensuring technical documentation, policies, and internal messaging reach diverse skill levels. Improves compliance clarity and reduces support costs from misunderstood instructions.

Engineering teams and documentation owners seeking to lower cognitive load and accessibility barriers across cross-functional audiences.

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https://github.com/machinelearningZH/simply-simplify-languag...

By machinelearningZH

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → PluginsAdd 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 machinelearningZH/simply-simplify-language

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 simplify policy documents so employees understand benefits and requirements clearly
CostFree

Trust Signals Auto-scanned

Stars50Contributors5Last updated2026-08-11LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-16 · 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): 49 GitHub stars; contributors unknown; last commit 0d ago; license MIT.

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

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): 49 GitHub stars; contributors unknown; last commit 0d ago; license MIT.

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