SKILL verified MIT Self-run

Arabic Toolproof

Name: Arabic Toolproof
Availability: InStock
Author: Moshe-ship

skill-moshe-ship-hurmoz-arabic-toolproof · by Moshe-ship

ToolProof integration — verify agent tool calls, generate trust reports, analyze cost patterns

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Install

$ agentstack add skill-moshe-ship-hurmoz-arabic-toolproof

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

✓ Prompt-injection patterns
✓ Secret / credential exfiltration
✓ Dangerous shell & filesystem operations
✓ Untrusted network calls
✓ Known-malicious package signatures

What it can access

✓ Network access No
✓ Filesystem access No
✓ Shell / process execution No
✓ Environment & secrets No
✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Links to your public security report.

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Reliability & compatibility

✓ Security review passed

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● 2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →

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About

التحقق من أدوات الوكيل — ToolProof

التحقق من استدعاءات الأدوات وكشف الهلوسة وتتبع التكاليف.

التثبيت

pip install toolproof

الاستخدام

تسجيل استدعاءات الأدوات

عند تشغيل وكيل، سجّل كل الاستدعاءات:

toolproof wrap -- python agent.py

التحقق من الادعاءات

بعد ما الوكيل يخلص، تحقق من ادعاءاته:

toolproof verify agent_output.json

النتائج الممكنة:

متحقق: الادعاء يطابق الإيصال
غير متحقق: ما في إيصال (هلوسة محتملة)
متلاعب: الإيصال موجود بس ما يطابق (هلوسة مؤكدة)

تحليل الأنماط

toolproof analyze

يلقى:

أي أدوات تتهلوس أكثر
تكاليف شاذة
كفاءة الكاش
توصيات للتحسين

تقرير الثقة

toolproof report --html --output trust-report.html

استيراد من هيرمز

toolproof import-hermes --profile hurmoz

ملاحظات تحسين

toolproof feedback --format hermes --output ~/.hermes/profiles/hurmoz/feedback.json

درجات الثقة

أ: 95% أو أعلى — الوكيل موثوق
ب: 85-94% — جيد مع بعض الثغرات
ج: 70-84% — ادعاءات كثيرة غير متحققة
د: 50-69% — غير موثوق
ر: أقل من 50% — الوكيل يكذب أكثر من ما يصدق

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Author: Moshe-ship
Source: Moshe-ship/hurmoz
License: MIT

Install and usage instructions live in the source repository linked above.

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Versions

v0.1.0 Imported from the upstream source.