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.
Repeatable company-research pipeline for Claude Code: seven cited, confidence-tagged dossiers per company.
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.
Reproducible research engine that contests its own findings and logs every source choice.
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.
Honest claim corroboration for AI agents (MCP server): syndication-aware independent-source counting, confidence scores, and published error rates. Keyless, read-only, open source.
Local, fail-closed source quorum verification
Read-only fact-honesty gate: every statistic in your copy must trace to a cited source manifest. No network, no credentials, no auto-run. Exit 1 on an unsourced claim.
Source-grounded web research with search, extraction, verification, and browser automation.
Block AI-generated garbage sources from your research. Copy-paste fixes for Claude, ChatGPT, Perplexity. Community-maintained blocklist.
Dynamic Human Layer with first-principles project reasoning, adversarial completion, semantic fidelity, and evidence-aware responses.
卫生法庭 HEALTH COURT* — 对文化内容进行来源核查的漫画法庭（机制严谨 × 呈现漫画）。纯静态 BYOK，多智能体庭审管线。
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.
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
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