Deep research skill for AI agents: live web research, source reputation checks, safer URL fetches, and structured evidence feedback.
Privacy-safe Hermes researcher for web, GitHub, YouTube, Reddit, documents, source-lineage checks, counterexamples, and decision-ready briefs
Open-source Claude Code skills — 6 cognitive firewalls block AI hallucination, bias & sloppy reasoning. npx skills add
Stop hallucinations by verifying citations.
保洁：面向研究项目的公开资料清洗、证据分级、同源去重、矛盾复核与证据台账 Skill。
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.
给 Agent 一个链接、仓库、文章或截图，格物会完整查看、追溯源头、拆解实现与价值，并判断是否值得使用、复刻或二开。
How to use Perplexity Pro: the five settings behind every answer, the 2026 mode and model tables, plus a source audit script.
Repeatable company-research pipeline for Claude Code: seven cited, confidence-tagged dossiers per company.
Web research MCP server with claim verification — 45 tools for Claude Desktop and Cursor
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.
Evidence-driven agentic AI that checks whether a company is Canadian — and whether it employs Canadians. LangGraph workflow with SearXNG/Brave/Tavily search fallback, Firecrawl scraping, local Ollama classification, and deterministic quote verification. No evidence, no verdict.
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.
Reproducible research engine that contests its own findings and logs every source choice.
Neuromedia Research Vault: agent-assisted research knowledge base with verifiable provenance
Local, fail-closed source quorum verification
Honest claim corroboration for AI agents (MCP server): syndication-aware independent-source counting, confidence scores, and published error rates. Keyless, read-only, open source.
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