How does Ed25519 prevent hallucinations?

It uses cryptographic signatures to verify that a piece of information originates from a trusted source. By checking the Ed25519 signature against a whitelist of public keys, the skill ensures the data is authentic and hasn't been fabricated.

What is GOAP in the context of research?

GOAP (Goal-Oriented Action Planning) is an AI architecture that allows the skill to dynamically plan and execute a sequence of research steps, such as searching, fetching, and cross-referencing, to reach a specific information goal efficiently.

What is a citation chain in this skill?

A citation chain is a linked series of verified facts where each claim includes its source URL, content hash, and issuer signature. The skill verifies the integrity of the entire chain to ensure a continuous audit trail.

Can this skill be used for professional legal or medical research?

Yes, it features 'Strict' and 'Paranoid' modes that set verification thresholds as high as 99%, making it suitable for environments where factual errors carry significant risk.

Verified GOAP Research Assistant

Name: Verified GOAP Research Assistant
Author: dzhechko

bydzhechko

0•

보안 및 테스팅

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

This skill implements a sophisticated research framework that combines the strategic planning of Goal-Oriented Action Planning (GOAP) with the security of Ed25519 verification to ensure every claim is backed by a verifiable, signed source. It is designed for contexts where factual accuracy is paramount—such as legal, medical, or competitive intelligence—by building an auditable citation chain and calculating confidence scores based on source trust, signature validity, and cryptographic proofs. By integrating an OODA loop with verification checkpoints, it effectively eliminates AI hallucinations through mandatory citation rules and rigorous cross-referencing logic.

주요 기능

01Goal-Oriented Action Planning (GOAP) for dynamic research path optimization

02Configurable trust thresholds (Strict/Paranoid) for high-stakes environments

03Ed25519 cryptographic signature verification for source authenticity

04Real-time confidence scoring based on source reliability and recency

05Automated citation chain building with parent-child integrity checks

060 GitHub stars

사용 사례

01Performing rigorous legal or medical research requiring primary source validation

02Fact-checking sensitive technical documentation to prevent model hallucinations

03Conducting verifiable competitive intelligence with signed audit trails

What are Skills?·How to Install

Install with 🐟 Skill.Fish

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

For use in Claude.ai and ChatGPT

주요 기능

01Goal-Oriented Action Planning (GOAP) for dynamic research path optimization

02Configurable trust thresholds (Strict/Paranoid) for high-stakes environments

03Ed25519 cryptographic signature verification for source authenticity

04Real-time confidence scoring based on source reliability and recency

05Automated citation chain building with parent-child integrity checks

060 GitHub stars

사용 사례

01Performing rigorous legal or medical research requiring primary source validation

02Fact-checking sensitive technical documentation to prevent model hallucinations

03Conducting verifiable competitive intelligence with signed audit trails