Full statistical audit of experiment results. This is Codex's PRIMARY role in ARIS. Check significance, effect sizes, fair comparison, reproducibility, evidence labeling. Triggers: "experiment-audit", "audit results", "check my results", "审核实验", "statistical review", "are these results valid", "can I publish this".
Review and score experiment plans produced by Claude Code. Evaluate evidence quality, rigor, decision gates, feasibility, and paper potential. Triggers: "review experiment plan", "audit plan", "score plan", "check my experiment design", "is this plan rigorous enough".
Codex's FINAL gate role. Extract every claim, verify evidence backing, detect overclaims, check consistency. This is the last check before submission — nothing passes without a READY verdict from this audit.
Structural review of paper drafts. Codex acts as structural auditor — NOT the writer. Checks narrative arc, claim-evidence alignment, section balance, and provides a structural verdict before the full review loop.
Review and score refined research questions produced by Claude Code or OpenCode. Evaluate novelty, feasibility, clarity. Provide kill-argument and verdict. Triggers: "review research question", "score this idea", "kill-argument", "evaluate research direction", "is this worth pursuing".
An article-illustration add-on that reads an article and creates images to support parts that are hard to understand from words alone. It can place the generated images in the article.
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "format markdown", "beautify article", "add formatting", or improve article layout. Outputs to {filename}-formatted.md.
Posts content to WeChat Official Account (微信公众号) via API or Chrome CDP. Supports article posting (文章) with HTML, markdown, or plain text input, and image-text posting (图文) with multiple images. Use when user mentions "发布公众号", "post to wechat", "微信公众号", or "图文/文章".
Posts content and articles to X (Twitter). Supports regular posts with images/videos and X Articles (long-form Markdown). Uses real Chrome with CDP to bypass anti-automation. Use when user asks to "post to X", "tweet", "publish to Twitter", or "share on X".
Fetch any URL and convert to markdown using Chrome CDP. Supports two modes - auto-capture on page load, or wait for user signal (for pages requiring login). Use when user wants to save a webpage as markdown.
Connect to and control Google Chrome browser using agent-browser with CDP (Chrome DevTools Protocol). Use when the user wants to automate their existing Chrome browser, see browser actions in real-time, or needs to control the Chrome instance they're already using. Handles installation, setup, connecting via remote…
Unified lazy-mode communication assistant for Vipin across WhatsApp, WeChat, QQ, Feishu/Lark, and email. Use when Codex needs to triage messages, summarize chats in Chinese, draft replies, save reusable outbox items, prefill a chat box without sending, or route to platform-specific messaging adapters while preserving…
A content workflow add-on that combines webpage capture, Markdown formatting, article illustrations, and publishing to WeChat Official Accounts and X, formerly known as Twitter. It covers the path from collecting source material to publishing it.
Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). Iteratively refine drafts/paper.tex by simulating peer review and applying targeted revisions, with strict accept/revert halt rules. Maintains a worklog and snapshots each iteration so revert is real, not symbolic. TRIGGER when the orchestrator delegates Step 5…
Personal Gmail and Google Workspace email assistant for Vipin. Use when Codex needs to search, read, summarize, translate, triage, draft, update drafts, or user-approved send email for the UMN and vipinapple Gmail accounts. Optimized for API-first low-interruption workflows, Chinese summaries of English email…