What kind of report does this skill generate?

It produces a standardized Verified Research Report including a confidence assessment, a signed verification ledger, and a full cryptographic citation chain.

Can I customize which sources are considered trusted?

Yes, the skill includes a configurable 'Trusted Issuers Whitelist' that allows you to specify high-authority domains such as government, academic, and financial institutions.

How does Ed25519 prevent AI hallucinations?

It uses cryptographic signatures to ensure every claim is linked to a verified source hash, making it impossible for the AI to fabricate facts without a corresponding entry in the verification ledger.

What happens if a source fails signature verification?

The skill will either lower the confidence score or trigger dynamic replanning to find an alternative, verified source, depending on your configured strictness level.

What is GOAP in the context of this research skill?

Goal-Oriented Action Planning (GOAP) allows Claude to dynamically plan and execute complex research tasks, prioritizing the most reliable and signed sources to reach a verified conclusion.

GOAP Cryptographic Research Assistant

Name: GOAP Cryptographic Research Assistant
Author: dzhechko

bydzhechko

0•

安全与测试

Ensures research integrity by combining Goal-Oriented Action Planning with Ed25519 cryptographic verification to prevent AI hallucinations and verify source authenticity.

This skill provides a high-assurance research framework that uses Ed25519 signatures to verify the authenticity and integrity of information gathered by Claude. By integrating GOAP with a cryptographic verification ledger, it allows for deep, multi-step investigations while maintaining a strictly verifiable audit trail. It is particularly effective for high-stakes environments like legal discovery, medical research, or competitive intelligence where data accuracy and source provenance are paramount, ensuring every claim is backed by a verifiable citation chain.

主要功能

01Comprehensive verification ledgers and signed citation chain reports

02Mandatory 100% citation rules for automated anti-hallucination protection

03Goal-Oriented Action Planning (GOAP) for optimized multi-step research

04Configurable trust whitelists for academic, government, and financial domains

05Ed25519 cryptographic verification for source and claim authenticity

060 GitHub stars

使用场景

01Preparing legal research or due diligence reports requiring strict source provenance

02Performing competitive intelligence gathering with cryptographically signed audit trails

03Conducting high-stakes medical or scientific literature reviews with verifiable evidence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dzhechko/2026-jan-pu-podium-01 goap-research-ed25519

For use in Claude.ai and ChatGPT

主要功能

01Comprehensive verification ledgers and signed citation chain reports

02Mandatory 100% citation rules for automated anti-hallucination protection

03Goal-Oriented Action Planning (GOAP) for optimized multi-step research

04Configurable trust whitelists for academic, government, and financial domains

05Ed25519 cryptographic verification for source and claim authenticity

060 GitHub stars

使用场景

01Preparing legal research or due diligence reports requiring strict source provenance

02Performing competitive intelligence gathering with cryptographically signed audit trails

03Conducting high-stakes medical or scientific literature reviews with verifiable evidence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dzhechko/2026-jan-pu-podium-01 goap-research-ed25519

For use in Claude.ai and ChatGPT