What are the different verification thresholds?

The skill supports four modes: Development (0.75 confidence), Moderate (0.85), Strict (0.95), and Paranoid (0.99), allowing you to scale the rigor based on the importance of the task.

Can I customize the trusted sources for verification?

Yes, the skill allows you to configure a 'Trusted Issuers Whitelist' to define which domains and academic sources are considered Level 5 high-trust entities.

How does this skill prevent AI hallucinations?

The skill enforces a 100% citation rule where every factual claim must be backed by a verifiable source and cryptographically signed, preventing the model from generating unsupported information.

What is GOAP Research with Ed25519?

It is a specialized Claude Code skill that combines Goal-Oriented Action Planning with cryptographic signatures to ensure every piece of information found during research is authentic and verifiable.

GOAP Research with Ed25519 Verification

Name: GOAP Research with Ed25519 Verification
Author: dzhechko

bydzhechko

0•

Security & Testing

Verifies research claims and prevents hallucinations using Goal-Oriented Action Planning combined with Ed25519 cryptographic signatures.

This skill implements an advanced research system that eliminates AI hallucinations by enforcing a 100% citation rule backed by cryptographic proof. By integrating Goal-Oriented Action Planning (GOAP) with Ed25519 signatures, it creates a verifiable chain of custody for every claim, ensuring that source authenticity and citation integrity are maintained throughout the research process. It is an essential tool for high-stakes research in legal, medical, or competitive intelligence domains where factual accuracy and audit trails are non-negotiable.

Key Features

010 GitHub stars

02Goal-Oriented Action Planning (GOAP) for structured research pathfinding

03Configurable trust thresholds ranging from Moderate to Paranoid

04Mandatory 100% citation rule with signature chain integrity

05Ed25519 cryptographic verification for source authenticity

06Automated verification ledger and auditable research reports

Use Cases

01Performing competitive intelligence where source authenticity is critical

02Generating auditable research reports with a signed verification trail

03Conducting high-stakes medical or legal research requiring verifiable evidence

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

Key Features

010 GitHub stars

02Goal-Oriented Action Planning (GOAP) for structured research pathfinding

03Configurable trust thresholds ranging from Moderate to Paranoid

04Mandatory 100% citation rule with signature chain integrity

05Ed25519 cryptographic verification for source authenticity

06Automated verification ledger and auditable research reports

Use Cases

01Performing competitive intelligence where source authenticity is critical

02Generating auditable research reports with a signed verification trail

03Conducting high-stakes medical or legal research requiring verifiable evidence

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