Research AI Skills

Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing…

Turns any goal into one short, paste-ready "gauntlet loop" prompt - a prompt that makes an agent set a concrete quality bar, split the work into small judgeable pieces, run a builder and a separate…

Prepare a traceable research handoff when a user asks to transfer an existing project using supplied notes and files; do not use for new literature searches or new analysis.

Route plain-language requests for Pi, Claude Code, Codex, OpenCode, Gemini CLI, or ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow).…

Build or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions. Use when an agent must profile and safely prepare uploaded data, turn a real…

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata,…

Reduce defensive writing in drafts and revisions by removing unnecessary caveats, disclaimers, hedges, apology-like framing, negative self-limiting statements, and over-explanations while preserving…

论文共读：用 EasyRead（E:\CursorProject\easyread）这个本地工具读论文。用户给一篇 PDF 或 arXiv 编号时，导入文献库、翻译成中文（后台引擎或对话里的 agent 亲自译）；之后边读边讨论，agent 读用户在页面上的笔记和提问，把回答、解释、原文核对提示追加到对应段落旁。用于…

Reviews and edits the writing in scientific and engineering research: journal and conference papers, thesis chapters, and abstracts. Cuts clutter, revives smothered verbs, fixes sentence and paragraph…

Runs an exhaustive time-windowed literature search over a research topic and delivers a quality-tiered DOI list plus a matching formatted reference list, with measurable recall (gold-set recall,…

Methodical research assistant for exhaustive investigations through systematic research cycles. Best for literature reviews, competitive analysis, trend reports, and comprehensive topic exploration.

A reusable job application workflow for Codex and other AI agents. Use when a user wants to set up or run an AI-assisted job search system: collecting a candidate profile, creating an application…

Build a markdown baseline table for a research topic using deepxiv search, brief, head, and experiment-section reads, extracting paper title, URL, open-source status, datasets, benchmark scores, and…

Writes a literature review across the User's Documents on the Question's topic, synthesised by theme rather than one Document after another, showing where the Documents agree and disagree and what…

Dynamic academic writing skill generator. Combines optional static writing skills with target-journal, field-top, or user-provided reference corpora, then revises a manuscript with a reviewable…

用中文深度阅读和分析研究论文。适用于用户提供论文 PDF、arXiv、OpenReview、会议链接、标题或摘要，并要求读论文、解释方法、理解数学、梳理实验、分析局限、设计反例、检查后续研究或提出 follow-up idea。默认以八个环节讲清问题、背景、作者可能的思路、核心直觉、方法、数学、实验和结论；只有用户希望继续研究或明确要求批判性分析时，才进入研究扩展模式。

Literature-backed English technical-prose writing rules. Use when writing or editing prose in .md, .tex, .rst, or .txt files, especially research papers, proposals, documentation, and release notes.

AI Engine Optimization - semantic triples, page templates, content clusters for AI citations

Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but…

Review code changes by collecting the review target, researching context, checking risks, and reporting findings before summary.

Plan, triage, and write academic rebuttals and review responses. Use when an AI research agent needs to handle conference, journal, workshop, or grant reviews; classify reviewer concerns; decide what…

Universal ARA Compiler. Converts ANY research input — PDF papers, GitHub repositories, experiment logs, code directories, raw notes, or combinations thereof — into a complete Agent-Native Research…

Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric…

Use when the user asks to search or review academic papers, retrieve scholarly metadata or citation counts, validate or deduplicate scholarly records, find an author's publications, export BibTeX, or…

Use this skill when the user wants to design a 3D-printable physical object they intend to manufacture. Triggers: any mention of '3D print', 'STL', 'parametric model', 'Gridfinity', 'enclosure',…

PROACTIVELY use whenever the user needs data outside your training set or requires a live network call — web search, URL scraping, news, social media (any platform), market prices (crypto/stocks/FX),…

Turn an academic paper (PDF, LaTeX, pasted text, thesis chapter or technical disclosure) into a Chinese invention patent application draft — 说明书摘要、摘要附图、权利要求书、说明书、说明书附图 — delivered as DOCX/PDF with…

Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists. USE THIS SKILL…

Verify scholarly references and claim-citation support for Light stage 10. Use when auditing a manuscript, claim map, bibliography, DOI/arXiv/PMID/ISBN/URL, BibTeX/CSL, citekeys, chimeric or…

Extract, filter, and label research papers from rawdata files (.bib, .html) using the two-level taxonomy defined in SKILL.md. Use this skill when the user wants to process new venue data, label…

Build, redesign, and critique clean, presentation-grade slide decks (.pptx) for any audience — research/lab meetings, work status updates, conference talks, stakeholder readouts, thesis defenses,…

Generates structured AI paper reviews (SoT style) for LaTeX, PDF, and Word manuscripts. Uses SoT prompt in English for English papers and SoT prompt in Chinese for Chinese papers. Use when the user…

降低学术论文的 AIGC 查重率和 AI 味。适用于 Claude Code 和 Codex。 基于知网、万方、PaperPass、PaperPure 等检测器原理，使用扫描定位、 确定性替换、句子级重构和 Anti-AI 审计，在保持学术语体、事实、数据、 引用和专业术语一致的前提下减少模板化 AI 痕迹。Use when 用户要求降 AI 味、 降低 AIGC 率、去 AI 检测、降低 AI…

Dispatch biomedical research and data analysis tasks to Claude Code with K-Dense Scientific Skills. Use this skill when the user asks to run any bioinformatics, genomics, drug discovery, clinical data…

The disciplined process for autonomously and profitably trading the live Kalshi account on each /loop tick, with Claude as the decision-maker. Use on every Kalshi trading loop iteration and whenever…

This skill should be used when the user needs to automate multi-step website tasks. Activates for browser automation, web scraping, UI testing, or building AI agents. Provides complete action manuals…

When the user wants to find the prompts where their brand should be cited in AI answers but isn't — and who owns the answer instead — prioritized by AI search volume so content can attack the biggest…

Use for 小北在读研 / XiaoBei academic paper-to-PPT workflows: generate thesis-defense or project-report decks from uploaded papers, literature, reports, technical documents, and optional PPTX visual…

Standardize, draft, revise, check, and package Chinese undergraduate thesis or graduation-design papers from school templates, task books, proposals, sample papers, source code, screenshots,…

Comprehensive research agent for in-depth investigation. Use when users ask for deep research, comprehensive analysis, market research, academic surveys, competitive analysis, technology trends, or…

Revise scientific manuscripts or a single section such as the Abstract, Introduction or Discussion, make a technical draft readable for scientists outside the field, improve Results and Review article…

Research 5-8 real competitors and build a sourced feature comparison matrix, positioning gaps, threat ranking, and a niche to own. Use when a founder asks who else is in their market or how to…

Develop evidence-grounded research ideas from a direction, question, draft proposal, or paper set. Search and verify literature, test novelty against close prior work, rank ideas, design executable…

Multi-engine web search (SearXNG) + browsing/scraping (Camofox, CloakBrowser). Use whenever you need to do web research.

Internal template for creating or refactoring a skill into the repository's reference-first shape. **Trigger**: reference-first template, blueprint skill, create a reusable skill, refactor a…

An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. Finds real sources at Crossref and OpenAlex, drafts each section against them,…

科研论文写作助手，提供 30 个 Prompt 模板覆盖论文写作全流程。 当用户提到：论文写作、润色、翻译、文献综述、摘要、引言、方法章节、回复审稿人、 基金申请、研究计划、学术演讲 PPT、LaTeX 编辑、学术图表、实验结果分析、模拟审稿、 去 AI 味、文献对比、找研究空白、论文大纲时使用。 不要用于：非学术写作、创意写作、博客、商业文案、求职信、小说等场景。

Search and cite from local BibTeX/BibLaTeX .bib libraries, including Zotero exports. Use to find, filter, preview, export, or generate LaTeX/Typst citation snippets by topic, author, year, venue, DOI,…

Turn an LLM- or tool-driven idea into AgentStrategy code and evaluate it with paper trading.

Draft and revise academic prose in the author's voice, repair sentence-level reasoning, trace systems-paper claims to evidence, prepare reviewer responses, and critically appreciate papers for…

Detect AI-generated writing-risk patterns in English and Chinese thesis text, score paragraphs by external-detector-informed risk, and revise selected high-risk passages while preserving meaning,…