What are 'Trusted Issuers' in this system?

Trusted Issuers are a whitelist of domains (like ArXiv, Nature, or government portals) that provide cryptographically signable content, which the skill prioritizes for maximum reliability.

Is this skill suitable for professional legal or medical research?

Yes, it includes a 'Strict' mode with high confidence thresholds specifically designed for high-stakes contexts where verifiable evidence and citation integrity are required.

How does this skill prevent AI hallucinations?

It enforces a 100% citation rule and uses Ed25519 cryptographic signatures to verify that sources are authentic and have not been altered, ensuring Claude only relies on verified data.

What is GOAP in the context of this research skill?

Goal-Oriented Action Planning (GOAP) is an AI architecture that allows Claude to dynamically plan and adjust its research steps (actions) based on the specific goals and available data sources.

GOAP Research & Ed25519 Verification

Name: GOAP Research & Ed25519 Verification
Author: dzhechko

bydzhechko

0•

セキュリティとテスト

Conducts high-stakes research using Goal-Oriented Action Planning and cryptographic verification to prevent AI hallucinations and ensure source integrity.

The goap-research-ed25519 skill is a sophisticated research framework for Claude that integrates Goal-Oriented Action Planning (GOAP) with Ed25519 cryptographic signatures. It is designed for high-stakes environments such as legal, medical, or competitive intelligence where factual accuracy is paramount. By enforcing a strict verification ledger, citation chains, and trusted issuer whitelists, the skill systematically eliminates hallucinations, ensuring every claim is backed by a cryptographically signed or verifiable source with a complete audit trail.

主な機能

01Ed25519 cryptographic signature verification for source authenticity

02Signed verification ledger for high-integrity audit trails

03Customizable trusted issuer whitelists and confidence thresholds

040 GitHub stars

05Mandatory 100% citation rule with automated chain integrity checks

06GOAP-based automated research planning and execution

ユースケース

01Academic fact-checking and automated citation chain validation

02High-stakes legal or medical research requiring verifiable primary sources

03Competitive intelligence gathering with cryptographically signed proof

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dzhechko/2026-jan-pu-intercom-clone-02 goap-research-ed25519

For use in Claude.ai and ChatGPT

主な機能

01Ed25519 cryptographic signature verification for source authenticity

02Signed verification ledger for high-integrity audit trails

03Customizable trusted issuer whitelists and confidence thresholds

040 GitHub stars

05Mandatory 100% citation rule with automated chain integrity checks

06GOAP-based automated research planning and execution

ユースケース

01Academic fact-checking and automated citation chain validation

02High-stakes legal or medical research requiring verifiable primary sources

03Competitive intelligence gathering with cryptographically signed proof

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dzhechko/2026-jan-pu-intercom-clone-02 goap-research-ed25519

For use in Claude.ai and ChatGPT