What is GOAP in this research context?

Goal-Oriented Action Planning allows the skill to autonomously plan and execute complex research sequences, prioritizing steps that lead to the most verified information.

How does this skill prevent AI hallucinations?

It implements a mandatory 100% citation rule and uses Ed25519 cryptographic signatures to verify that every claim is linked to an authentic, trusted source.

What are the different verification thresholds?

Users can set modes from 'development' (0.75 confidence) to 'paranoid' (0.99 confidence), ensuring the skill only accepts information that meets specific rigorous standards.

Can I customize which sources the skill trusts?

Yes, the skill includes a Trusted Issuers Whitelist that allows users to define specific domains and public keys as authorized sources of truth.

Is this skill suitable for professional auditing?

Absolutely. It generates a signed verification ledger and a full citation chain, making it ideal for audits, legal discovery, and evidence-based reporting.

GOAP Cryptographic Research

Name: GOAP Cryptographic Research
Author: dzhechko

bydzhechko

0•

Security & Testing

Performs high-integrity research using Goal-Oriented Action Planning and Ed25519 cryptographic signatures to eliminate hallucinations and verify source authenticity.

This skill implements an advanced research framework that combines the strategic planning capabilities of Goal-Oriented Action Planning (GOAP) with the security of Ed25519 cryptographic verification. It is specifically designed for high-stakes environments—such as legal, medical, or competitive intelligence—where data integrity is paramount. By enforcing a mandatory 100% citation rule and cross-referencing claims against a trusted issuer whitelist, it creates a verifiable audit trail and a signed research ledger, effectively mitigating the risk of AI hallucinations.

Key Features

01Ed25519 cryptographic signature verification for source and claim authenticity

020 GitHub stars

03Comprehensive verification ledgers and signed research reports for auditing

04Goal-Oriented Action Planning (GOAP) for autonomous, multi-step research execution

05Configurable verification thresholds ranging from exploratory to paranoid modes

06Mandatory 100% citation rule with automated integrity chain checks

Use Cases

01Generating anti-hallucination reports for critical corporate decision-making and policy research

02Performing competitive intelligence with a cryptographically signed audit trail of sources

03Conducting high-stakes legal or medical research requiring verifiable factual accuracy

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

01Ed25519 cryptographic signature verification for source and claim authenticity

020 GitHub stars

03Comprehensive verification ledgers and signed research reports for auditing

04Goal-Oriented Action Planning (GOAP) for autonomous, multi-step research execution

05Configurable verification thresholds ranging from exploratory to paranoid modes

06Mandatory 100% citation rule with automated integrity chain checks

Use Cases

01Generating anti-hallucination reports for critical corporate decision-making and policy research

02Performing competitive intelligence with a cryptographically signed audit trail of sources

03Conducting high-stakes legal or medical research requiring verifiable factual accuracy

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