Deep research skill for AI agents: live web research, source reputation checks, safer URL fetches, and structured evidence feedback.
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.
MedFailBench exposes critical safety boundary failures in medical AI through clinician built, reproducible open source evaluation.
Claim it. Prove it. Settle it on GenLayer with AI-powered 1v1 prediction challenges.
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.
Reproducible research engine that contests its own findings and logs every source choice.
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.
Track the source of every factual claim in AI agent output. Inline citations and source diversity scoring. Works with OpenClaw, Claude Code, Cursor, and any agent platform.
Dynamic Human Layer with first-principles project reasoning, adversarial completion, semantic fidelity, and evidence-aware responses.
Repeatable company-research pipeline for Claude Code: seven cited, confidence-tagged dossiers per company.
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.
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
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
Honest claim corroboration for AI agents (MCP server): syndication-aware independent-source counting, confidence scores, and published error rates. Keyless, read-only, open source.
Public AI regulation tracker for laws, guidance, source verification, and evidence export readiness.
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.
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