Open-source Claude Code skills — 6 cognitive firewalls block AI hallucination, bias & sloppy reasoning. npx skills add

Stop hallucinations by verifying citations.

AI research-to-manuscript workflow for academic writing: literature search, source verification, research wiki, argument trees, outlines, drafts, reviews, citations, DOCX export, and thesis-destroyer workflow automation.

Verifiable Codex + Claude + Gemini collaboration framework with source checks, mutual cross-audit, merge gates, HTTP and MCP adapters.

Clinician-built benchmark and live leaderboard for medical AI safety evaluation.

Claim it. Prove it. Settle it on GenLayer with AI-powered 1v1 prediction challenges.

Dynamic Human Layer with semi-automatic cross-model calibration, semantic fidelity, source fit, and evidence-aware responses for ChatGPT, Codex, Gemini, and DeepSeek.

AI-powered fake news detection system using advanced NLP, fact verification, and source reliability analysis. Built with Next.js 14, featuring real-time credibility assessment, comprehensive RESTful API, and professional dark/light mode interface for combating misinformation.

A research engine that contests its own findings: an independent verifier can refuse a claim the evidence doesn't support, and every source choice is logged. Open, reproducible, built as a Claude Code skill bundle.

World Bank data assistant for investigative journalists — ask questions, get cited tables and methodological notes from real World Bank APIs, with built-in anti-hallucination guardrails

StormGrill is an open-source dual-protocol orchestrator that pairs verified multi-agent research (Storm) with real-time adversarial interrogation (Grill) to help decision-makers stress-test strategic decisions against facts, not intuition. Make bad strategic decisions expensive to make.

Block AI-generated garbage sources from your research. Copy-paste fixes for Claude, ChatGPT, Perplexity. Community-maintained blocklist.

Source-grounded web research with search, extraction, verification, and browser automation.

Public AI regulation tracker for laws, guidance, source verification, and evidence export readiness.

Audit-first Hebrew CI/OSINT assistant built around the principle: No source = no fact.

Target-agnostic OSINT investigation MCP server and plugin for evidence ledgers, archiving, verification, entity graphs, and source analysis.

Domain-aware citation and grounding verification for AI agents. Scores whether cited sources (academic, news, government, educational, general) are real and credible. Zero-dependency TypeScript.

An Agent Skill that forces Claude to trace every factual claim back to a primary source before answering.

AI 조사 결과의 출처를 믿기 전에 검증하는 Claude Code 스킬 — 4-Tier 분류·재인용 체인 감지·URL/DOI 실존 확인·한국 학술DB(KCI·RISS·NKIS) 대응 | Source-verification gate that catches hallucinated and misattributed citations, including Korean scholarship international DBs miss

Orchestrate multi-agent workflows using Codex, Claude, and Gemini with verified cross-audits, source tracking, and structured merge gates to ensure output integrity.