Research AI Skills

Audit a manuscript's citations for fabricated sources, DOIs that resolve to the wrong work, in-text and reference-list mismatches, style, and claim support, verified against Crossref and OpenAlex. Use…

通过 clawEC API 查询亚马逊 ABA 官方关键词选品数据。在用户需要 ABA 选品、ABA 关键词排名与 Top ASIN 时使用。

[Activation] Use this skill when the user gives a paper PDF and asks whether its in-text citations are FAITHFUL to what the cited sources actually say — e.g. "check if this paper misrepresents its…

Use when acting as an invited referee on someone else's submission, including writing a referee report, drafting reviewer comments, assessing a revision round against the authors' response letter,…

Use whenever the user wants to find, shortlist, vet, or enrich US management consultancies — strategy, operations, executive coaching, leadership development, org-development/change management,…

Searches the live web via Nimble APIs to monitor competitors and produce a structured intelligence briefing. Runs parallel searches for news, product launches, hiring signals, and funding — then…

Turns a topic into a ranked reading list of the best papers plus a two-column, arXiv-ready literature-review/survey draft grounded in verified citations. Use when a researcher says "write a survey on…

Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC…

Build execution-ready research plans, experiment proposals, and ablation designs. Prefer invoking via research-workflow. TRIGGER when: user asks for research proposal, experiment plan, ablation…

Writes a polished, standard two-column research paper (LaTeX to PDF) from any source material -- code, docs, experiment logs, benchmark files, notes -- optimising for correctness, readability,…

Synthesizes research notes and documents to surface cross-cutting themes, unexpected connections, and high-level insights not visible in individual pieces. Use when the user asks for an overview,…

Moteur de production d'articles de blog pour {{COMPANY_NAME}} — workflow bout-en-bout (recherche → plan → rédaction → validation SEO → scoring qualité ≥ 90/100 → livraison), fact-checking avec fetch…

Design how AI presents results across text, code, images, charts, and mixed media - response formatting, output hierarchy, and cross-modal transitions. Use when: AI output design, response formatting,…

Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/analysis, start a DeerFlow conversation thread,…

Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information downloads.

Three-layer bias analysis on any URL, file, or text — auto-fetches the content and any cited study, then audits data-level biases, source conflicts of interest, and journalism-added distortions,…

Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or…

AI Berkshire skill: Income Investment: Durable and Opportunistic Distribution Analysis. Source: skills/income-investment.md.

Analyzes and generates llms.txt files -- the emerging standard for helping AI systems understand website structure and content. Can validate existing llms.txt files or generate new ones from scratch…

Multi-round research with explicit methodology, evidence tracking, and citation-tagged synthesis. Trigger on 'deep dive', 'research report', 'literature review', 'investigate X across sources',…

Full autonomous research workflow — brainstorm, plan, implement, review, and document

Company discovery and deep research skill. Researches a company's product and ICP, discovers target companies to sell to using Browserbase Search API, deeply researches each using a…

Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools. Verified dates, real links, shareable angles. Use available browser or web search tools to…

Trigger native web search. Use when you need quick internet research with concise summaries and full source URLs.

本科与硕士学位论文全流程撰写辅助。支持大纲审核（理工科/文科）、结构仿写（通用/实验/绪论/摘要；文科含文献综述、案例分析、对策建议、文科绪论与摘要）、参考文献获取、融合、润色（含实验章节/文科章节）、缩写、扩写、防 AIGC、中英互译、结构化信息提取。当用户提到论文撰写、大纲审核、论文章节仿写、参考文献、论文润色、防 AIGC、论文翻译、文科论文、文献综述、对策建议时使用。

Find and verify external literature, prior art, datasets, benchmarks, and citation candidates. Use for 文献检索, 相关工作, benchmark搜索, and research opportunity maps. Recurring recent-paper watch belongs to…

将deep调研结果汇总为markdown报告，覆盖所有字段，跳过不确定值。

渐进式研究当前产品，并把已经稳定、可追溯的产品认知增量写入根目录 SOUL.md。首次接入产品代码、原型或线上 URL，需要确认产品形态与已有能力，或某个增长 loop 在执行中发现新的产品事实、用户场景、问题与价值证据时使用。不得一次性臆造完整产品画像，也不得仅凭代码功能推断用户、问题或价值。

Assess disclosure, prior-art handoff, rights and transfer readiness; not patentability, FTO or legal advice.

Researches the app being cloned and reads what its real users say in public reviews (App Store, Google Play, G2, Capterra, Trustpilot, Reddit, Hacker News, its own feature-request board), then ranks…

Create a project wiki with a useful Home, starter pages, and a writing guide.

Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured…

CRITICAL: Use for json-ui component rendering and development. Triggers on: json-ui, json render, component catalog, report render, HTML report, I18nString, i18n, bilingual, language switch, dual…

使用 OpenAlex 与 AnySearch 两个真实数据源并行搜索、交叉匹配和输出可追溯论文元数据。

Help users design and execute a modern SEO strategy that balances technical site health with programmatic content scaling and AI-driven discovery.

免费联网搜索公开网页并读取网页正文, 用于获取实时信息、最新消息和网页资料。

Multi-source research with source triangulation and fact-checking. Use for any research task requiring 3+ sources.

Search the web and ingest results as wiki pages

Write domain-authentic review articles that synthesize rather than stack. Covers 10 scientific domains (physics, chemistry, biology, medicine, mathematics, computer_science, earth_environment,…

Discover and load all relevant context for the current task. Lists feature group nested files with full paths, loads process/context/ files by domain routing. Called at the start of every agent…

Research a bounded factual, documentation, API, or literature question from authoritative sources and save a self-contained Markdown report with claim-level citations. Use for reading-heavy evidence…

Automated outreach and sales pipeline — cold email sequences, partnership outreach, lead generation, and prospect management. Use when the user needs cold email campaigns, sales sequences, lead…

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific…

Extract full paper details from a CNKI paper page including title, authors, affiliations, abstract, keywords, fund, classification. Use when the user needs detailed information about a specific paper.

Safely remove intermediate files from completed research sessions while preserving important data

Guideline-4.3 anti-spam / originality gate — score whether an app (and each portfolio addition) is meaningfully distinct in function, content, and metadata before you invest or submit. Use at…

Create and manage content for Bluesky social network. Use when the user says "Bluesky post", "post to Bluesky", "Bluesky content", "Bluesky strategy", "AT Protocol", or asks about creating content for…

ARA Submitter. Takes a research directory, makes sure it is a valid Agent-Native Research Artifact (ARA) — compiling it with the `compiler` skill when it is not — guarantees it carries an interactive…

Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the visualization plan from outline.json — render plots and conceptual diagrams from experimental_log.md and idea.md, optionally…

多源深度调研与专业报告生成。适用场景广泛——只要用户的问题涉及需要深度分析的专业话题，就应使用此技能。包括但不限于：(1) 用户明确要求调研/research/综述/报告/发现；(2) 用户提出一个技术或科学话题，话题复杂度需要多源深度分析；(3) 用户要求对比多种技术方案的优劣；(4) 涉及生物医药、蛋白质、基因、药物靶点等需要专业数据库支撑的问题。核心能力：根据问题性质自动组合 arXiv…