Research AI Skills

Reviews a whole deliverable (talk, course module, paper, chapter, or referee report) against its manifest without rewriting it. Runs a deterministic gate for build, citations, numbers, facts, and…

Build an AEO-first topical map optimized for AI search citation — entity clusters, query fan-out coverage, information gain scoring, and multi-platform distribution. Produces entity map, content node…

Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX…

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to…

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.

Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondary design components when papers are hybrid, and converts the paper into an…

Use when the quest is ready to consolidate final claims, limitations, recommendations, summary state, and graph exports before stopping or archiving.

Sample-size planning for fMRI/EEG studies using effect-size benchmarks and simulation-based power

Create publication-quality plots and visualizations using matplotlib and seaborn. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).

Trigger this skill when one or more concrete cases, judgments, or fact patterns must be distilled into general legal rules, adjudicative rules, or legal principles. Typical triggers include:…

When you want to brainstorm and check available .com domains for a new project — brand naming, aftermarket pricing (HugeDomains / Afternic / Sedo / Dan), USPTO trademark screening, and social handle…

Publish an article to a site you own — with a searched-for title, a real author, a licensed cover image, linked sources, and (optionally) one planned backlink. Use when the user says "publish an…

Write structured notes for each paper in the core set into `papers/paper_notes.jsonl` (summary/method/results/limitations).

Source-cited draft: personal income tax for Angola (tax year 2025) — rates, thresholds and rules with primary-source citations. Unverified; pending local-accountant review.

Use when data lives on a website with no usable API — listings, prices, public records — and the scrape must stay legal and not get blocked: legal gate, extraction path, durable selectors, pacing,…

Use when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any theorizing begins. Frames the…

Edit English drafts for clear, natural language while preserving facts, uncertainty, technical meaning, citations and genre. Use when: humanize this text, remove AI-style filler, improve English…

Research and analyze urban design precedents systematically. Generates structured case study reports with quantitative metrics, design principles, lessons learned, and transferability assessment. Use…

市场调研助手 - 专业的市场洞察与机会分析专家。适用场景：(1) 目标用户画像构建与细分，(2) 用户需求调研与痛点挖掘，(3) 市场规模测算与增长预测（TAM/SAM/SOM），(4) 市场机会识别与蓝海分析，(5) 市场进入策略与GTM规划，(6) 行业趋势分析与预测，(7) 市场细分与定位策略，(8) 用户访谈问卷设计

Audit technical access, intent, metadata, links, schema, generative search, copy, E-E-A-T, and topic architecture with A-F lanes and exact fixes. Use when asked to "audit this site for SEO",…

Opens a deliverable (talk, course module, paper, book chapter, or referee report) for AI-assisted work across sessions. Interviews the author for the manifest, then scaffolds deliverable.yml, an…

Deep keyword research via Tavily SERP + Crossref + AI-search probe. Builds research.json with intent, semantic clusters, PAA, competitor titles, SERP features, AI engine findings, content gaps.…

Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research…

Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK,…

Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the…

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

Baidu Scholar academic search skill. Search academic papers, journals, and knowledge resources. Use when user needs academic literature, research papers, or scholarly information.

Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, endpoints, methods, evidence density, and thin areas. Use this skill BEFORE…

For a list of companies, picks 1-3 current people per company in different buying roles, confirms each title with a dated source, finds a public contact route, labels email status honestly and flags…

Simulation-based sample-size planning for neuroimaging studies using effect-size maps

Go and find the reels that are actually working right now in the user's niche, rank them by how far each beat its own account, name the hook formula each one used, and turn that into a swipe file they…

Computer science bibliography via DBLP API. Use when: user asks about CS publications, author publication lists, or venue (conference/journal) metadata. NOT for: non-CS publications or citation…

Discover and load tools progressively as needed (reduces token overhead)

한국어 블로그·장문 글을 12개 voice preset으로 작성하거나 다듬는다 — toss-tech-design (default), karrot-neighborly, brunch-maker-popular, naver-d2-engineering, biz-formal-report, academic-paper, journalism-broadsheet,…

Deterministically compact final H3 bodies to the active delivery profile's paragraph budget without deleting prose or changing citation-block order.

Research: structured investigation, fact-checking, explanation traces.

Use when building, auditing or freezing a journal submission package from the canonical manuscript. Detects drift between the source and the per-journal submission copy, builds byte-preserving…

使用卖家精灵数据判断类目规模、竞争强度、新品占比和市场机会。用于类目市场研究相关的 Amazon 数据查询、核验和分析。

Apply EconML for causal inference combining machine learning and econometrics

Use when deciding which amr-* sub-skill to invoke next, or when sequencing a theory-building manuscript from theoretical-puzzle framing through developmental-review revision for an Academy of…

Manages citations for academic research — searches Google Scholar and PubMed for papers, extracts accurate metadata, validates citations, and generates properly formatted BibTeX entries. Use when…

产品调研助手 - 专业的产品分析与竞品研究专家。适用场景：(1) 竞品功能对比与差异分析，(2) 竞品定价策略与商业模式分析，(3) 竞品用户评价与口碑分析，(4) 产品定位与差异化策略，(5) 产品功能优先级建议，(6) 行业产品趋势分析，(7) 产品体验评测与优化建议，(8) 竞争格局与市场份额分析

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design,…

Idea validation workflow — chain demand validation, market research, prioritization, and MVP scoping Use when: Validating a new product idea, testing assumptions, or exploring viability

Generates concise (3-4 page), focused medical treatment plans in LaTeX/PDF format across all clinical specialties — general medical treatment, rehabilitation therapy, mental health care, chronic…

Generates 3-5 conceptually distinct approaches labeled Novel, Surprising, Diverse, or Conventional, and holds for the user's selection before implementing. The --codex mode runs the brainstorm on…

Identifies SERP features for a keyword (featured_snippet / video / image_pack / shopping / AI_overview / PAA / knowledge_panel / site_links). Use to inform format selection and content planning.…

Draft clinical trial protocol sections grounded in ICH guidelines and FDA regulations, starting from a grant document or study synopsis. Generates Objectives, Background & Rationale, Study Design, and…

An economics senior thesis on the employment effects of local minimum-wage increases — identification strategy, evidence, and limitations. Built as a decision-grade coursework defense deck for thesis…

Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about…

Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal