research-integrity 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。
Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.
Pre-submission integrity gate for LaTeX papers: every reference verified against real scholarly records. No LLM guessing.
Research and writing can be automated. Authorship cannot. Evidence list + agent skills for spotting AI-produced papers no human stood behind.
Citation integrity as a CI gate: verify BibTeX references against Crossref & OpenAlex, catch hallucinated citations, get alerted when a cited paper is retracted.
Find and repair substance defects in AI-assisted prose, code, docs, and agent output. Reports defects, never authorship. Structural tests over model judgement, because LLM judges agree with human slop labels at chance.
Tool for automatically detecting predatory journals and conferences using multiple authoritative data sources
TRACE protocol for auditing decision-provenance in AI-assisted scientific workflows
Codex & Claude Code的证据第一代理技能：研究论文、文献评论、反驳、论文写作和学术诚信。
Assist-only academic co-writing for Claude Code, following DFG good scientific practice
Free, local-first academic integrity checker and MCP server: citation hallucination detection, AI-text and plagiarism signals, venue guideline checks (IEEE, ACM, Elsevier). Documents never leave your machine.
Materials for the Agentic AI in Trading workshop, QuantInsti Algo Trading Conference 2026.
Evidence-bounded skill for drafting, rewriting, humanizing, and auditing IEEE/ACM engineering manuscripts.
Evidence-grounded AI research workflow for traceable claims, explicit uncertainty, causal-language checks, and reviewable JSON, Markdown, and Excel exports.
Github Actions to open an issue when a retracted article is discovered in a .bib file
Open-source paper auditor that checks scientific claims against cited PDFs, with page-level evidence and explicit retrieval gaps.
A beta version of the GAIDeT Declaration Generator — a lightweight HTML tool to help researchers transparently disclose which scientific tasks were delegated to generative AI, based on the GAIDeT taxonomy.
How fast can a coding agent p-hack? Measured: on known-zero data, realistic searches manufacture p<.05 on 33-97% of null draws, in ~1 second each. Instrumented specification-search engine + 11 Claude Code skills for econometric designs; every search leaves a verifiable ledger and an honest p-value. Research and teaching use only.
A citation-integrity agent for detecting fabricated references, metadata errors, and unsupported claims in LaTeX papers.
Linter de integridade científica para Python e Jupyter: detecta data leakage, falta de reprodutibilidade e armadilhas metodológicas. Zero dependências.
Lightweight git hook to detect hallucinated citations in AI-generated text