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arabic-toolproof

Validate agent tool calls and generate trust reports with provenance and cost analysis.

13|4|Updated Apr 7, 2026
Search Tags:#cost-analysis#hallucination-detection#hermes#runtime-security#agent-verification#toolproof#trust-reports
One-click install
npx skills add https://github.com/Moshe-ship/hurmoz --skill arabic-toolproof-moshe-ship
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: arabic-toolproof
Source: https://github.com/Moshe-ship/hurmoz/tree/main/arabic-toolproof
Command: npx skills add https://github.com/Moshe-ship/hurmoz --skill arabic-toolproof-moshe-ship

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

ToolProof enables automated verification of agent tool calls, enabling detection of hallucinations and generation of trust reports.

Core Features & Use Cases

  • Wrap and monitor agent-tool interactions to provide verifiable provenance and cost analyses across invocations.
  • Generate structured trust reports and insights for audits, safety reviews, and compliance.
  • Use cases include real-time monitoring during tool invocations and post-run verification for Hermes/Hurmoz integration.

Quick Start

Wrap your agent with ToolProof to start logging tool calls for trust analysis.

Frequently Asked Questions about arabic-toolproof

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect hallucinations in agent tool calls?▼

Detect hallucinations in agent tool calls by wrapping your agent runtime with an automated verification layer that logs invocations, validates provenance, and flags anomalous behaviors. Structured trust reports provide insights for audits and safety reviews.

What is agent tool call provenance and when do I need it?▼

Agent tool call provenance tracks the origin and execution path of runtime invocations to ensure verifiable trust. You need it during safety reviews, compliance audits, or when integrating with Hermes/Hurmoz workflows requiring strict invocation tracking.

How do I generate trust reports for agent runtime workflows?▼

Generate trust reports for agent runtime workflows by wrapping your agent to monitor tool interactions, which automatically analyzes invocations for trust scoring and cost analysis. This produces structured outputs for post-run verification and compliance.

Can I monitor agent tool interactions in real-time for cost analysis?▼

You can monitor agent tool interactions in real-time for cost analysis by applying a wrapper around your agent runtime. This enables continuous logging and verifiable cost tracking across all tool invocations during active execution.

Does Hermes integration require runtime security verification for tool calls?▼

Hermes integration requires runtime security verification to satisfy its strict provenance and trust scoring requirements. Wrapping your agent workflows enables the necessary wrap, verify, analyze, and report cycles demanded by the Hermes/Hurmoz framework.

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