Research AI Skills

Given a Japanese NLP GitHub repo/model/dataset (URL / owner/repo / tool name) OR a topic, find what's already in awesome-japanese-nlp-resources and discover related resources NOT yet listed…

Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using…

Search for journals/publications on CNKI by name, ISSN, CN, or sponsor. Use when the user wants to find a specific journal or browse publications.

Create, repair, validate, visually QA, and package MyAgents/Codex-compatible animated pets and pet spritesheets from character art, generated images, company or prospect brand cues, or visual…

Use when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions, methodology, timeline, and…

Read a repository, map what exists, and produce neutral architecture documentation without changing code.

Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis 0-100 with…

Light 科研主线第 9 步·图表：图服务论点（每图支撑哪条 claim、删了缺什么）+ 出版级规格（栏宽/字号/色盲安全/ 误差棒+n+显著性）+ 视觉诚实（不偷偷截 y 轴/不双 y 轴伪相关/不 jet-rainbow）+ 渲染后多模态「真看一眼」+ 论文数据图程序化生成绝不 AI 生图。何时用：结果分析做完要画论文图表 / 规划一组图（图清单+预算+反冗余）/ 选图型 /…

Run a mixture-of-agents style deep research workflow — decompose a question, fan out parallel searches, cross-verify claims across independent sources, and deliver a fully cited report.

Systematic methodology for reproducing published academic papers using provided data. Use when the user asks to reproduce, replicate, or verify results from a published paper, including sample…

Generate a polished, single-file HTML survey paper on any AI/ML topic by curating a research bundle from a public anchor resource and handing it to Kimi K2.6 via the Fireworks API for one-shot…

Map how customers discover, evaluate, and choose a product across Google, AI chatbots (ChatGPT, Claude, Perplexity), and social platforms, using the 5-stage awareness journey. Use when the user asks…

Scrape, crawl, and extract data from websites. Use when users ask to scrape web pages, extract content, crawl websites, or collect data from the internet.

Use this skill whenever the user asks to talk with, roleplay, interview, quote, fact-check, or apply the reasoning of 梁文锋/Liang Wenfeng from the bundled May 20 investor-meeting transcript. Trigger for…

Build a final, machine-readable argument snapshot from current H3 sections and refresh section fingerprints before merge.

Convert a LaTeX research paper into a policy brief, 1-page summary, or 5-page summary for a general audience, with factual review and a standalone HTML page for GitHub Pages.

Draft personalized outreach messages for LinkedIn connections, hiring managers, or recruiters. Creates targeted messages using a hook + proof + proposal structure. Under 300 characters for connection…

Run, monitor, intervene in and archive paper trading after a strategy has passed backtesting.

Use Exa MCP for current web, code/docs, company, people, and page-fetch research. Prefer current hosted tool schemas and note deprecated tools.

Use when user asks about 南传, 上座部, Theravāda, 巴利, 清净道论, Visuddhimagga, 戒定慧, 四十种业处, kammaṭṭhāna, 十遍, kasiṇa, 七清净, 十六观智, 阿毗达摩, Abhidhamma, 觉音尊者, Buddhaghosa, 大寺派, Mahāvihāra, 缘起十二支, 三法印, or wants…

Use when improving internal link structure, anchor text, orphan pages, crawl depth, site architecture, or link equity flow. 内链优化/站内架构

技术调研子类型规范 — 技术选型/可行性评估/根因调查，只读工作流

Update citation counts for papers in the ranked sections of section/best_practices.md with update_citation_counts.py. USE FOR: refreshing counts. DO NOT USE FOR: adding papers or classifying entries.

Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations,…

Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research.

Use when rewriting or refreshing an existing page that's underperforming. The agent fetches the URL, analyzes the current content, researches the SERP, and rewrites using the full anti-AI-slop ruleset…

analyze topic coverage, bottlenecks, controversies, and plausible research gaps when the input includes a research topic, a set of papers, or the user's early ideas and the user needs a grounded gap…

Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study materials. Triggers on PDF paths, arXiv URLs, or paper…

Use when analyzing a researcher's publication record from PubMed. Fetches an author's papers, classifies study types and author position, charts the patterns and writes a strategy report, with an…

This skill should be used when the user asks for a "sensitivity reader", "authenticity reader", "cultural review", "is this portrayal okay", "real people in my novel", "defamation", "can I use song…

Designs and validates a reusable Creator meta-skill workflow for an evidence-backed recurring construction gap after distill-ml-knowledge selects the design-reusable strategy. Use it to parameterize…

Use a visible browser to automatically set up ResearchClaw's DingTalk channel integration — creating an enterprise app, configuring the bot, and publishing. Use when the user wants to connect…

Use when finding literature, datasets, domain facts, citation details or licensed figure references.

Reads web content and searches the web using Jina AI Reader API. Use when extracting content from URLs, reading social media posts (X/Twitter), or web searching for current information.

Comprehensive building code expertise covering IBC (International Building Code) occupancy classification, construction types I through V, height and area limitations, means of egress design, fire…

Works through the review comments written into a task artifact (plan or research under .ork/tasks/TASK/): lists the open ones, asks how to proceed, then replies, resolves or hands off to iterate-plan…

盒子原创行业研究 Skill 组合中的竞争格局分析专项。行业研究梳理参与企业、份额、集中度及变化，按共同维度横向比较核心企业；企业研究比较目标企业与主要对手，并单独分析目标企业的地位、优劣势、问题、痛点、机会与策略。 由 hehe-industry-researcher…

Generate a self-contained, beautifully styled HTML analysis of an academic paper. Use when the user provides an arXiv link, paper URL, PDF, or asks to analyze a research paper. Produces a standalone…

Use the Gemini CLI as a breadth-exploration co-pilot for paper-from-zero. Primary role: candidate direction expansion, adjacent work scanning, keyword cluster generation, and alternative framing…

Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web search, "scrape", "search the web", "get data…

Full-stack autonomous math modeling agent for MCM/ICM (美国大学生数学建模竞赛). Handles team control number, problem choice (A–F), English academic writing, mcmthesis LaTeX template, and optional practical…

Quotes, fundamentals, insider, analyst ratings, earnings estimates, financial summary, income/balance/cashflow detail y company profile (delayed 15-20min). 30K+ stocks US y ADRs globales. Sin API key.

Search the web using Tavily AI search API

Two-stage academic paper polishing skill. Stage A reduces AI detection traces (targeting GPTZero, Turnitin, Originality.ai). Stage B performs 8-dimension quality improvement (grammar, tone, coherence,…

亚马逊圣诞树竞品调研分析，搜索热销产品，分析定价策略、用户评价和市场机会

USE FOR RAG/LLM grounding. Returns pre-extracted web content (text, tables, code) optimized for LLMs. GET + POST. Adjust max_tokens/count based on complexity. Supports Goggles, local/POI. For AI…

为护理研究开展文献检索、检索式设计、题录整理、合法全文获取或文献监测。区分快速发现与系统检索，交付可追溯的检索记录和去重结果；不负责综述正文写作或单篇研究的完整证据评价。

复用已验证的web研究轨迹，完成问题拆解、同源检索、引用报告和完成验证。

Bug reporting protocol for PM and agents to file GitHub issues

How to turn a working session into a MapLibre agent skill — you researched something MapLibre's docs did not cover, got it wrong before you got it right, shipped it, and the session is about to end.…

太奶讀論文 — 一位百歲阿嬤用繁體中文、生活比喻和動漫梗，帶你讀懂學術論文。當使用者提供論文 PDF、arXiv 連結、或貼上論文文字，並想理解論文內容時，一定要使用此技能。觸發詞包括：讀論文、解釋論文、看不懂、幫我理解這篇、這篇在說什麼、paper reading、explain this paper。適用於任何學術論文的直觀導讀。