Research AI Skills

Orchestrates the full academic research pipeline (research, write, integrity check, review, revise, re-review, re-revise, final integrity check, finalize), coordinating alterlab-deep-research,…

Reasoning skill for healthcare revenue cycle denial management. Use when the user needs to appeal a claim denial, draft a payer-ready denial appeal letter, analyze a denial reason code, or determine…

Use when the user asks to search Korean theses, academic articles, research reports, journals, or university-library catalog metadata through KERIS RISS. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.

Etsy category page scraper: given an Etsy category URL (e.g. https://www.etsy.com/c/jewelry) and optional page number, returns paginated product listings with listingId, shopId, title, url, image,…

Use Unpaywall API to find free full-text versions of paywalled papers

Generates complete bidirectional multi-phenotype Mendelian randomization research designs from a user-provided exposure family and outcome family. Always use this skill whenever a user wants to…

Given a Council Brief, produce persona-ROLE instance definitions: real, publicly-verifiable people who occupy distinct stakeholder positions on the issue — each a persona-flavored role template (lens…

Step of the research-competitors playbook: the worker brief for profiling one rival at a capped depth, returning a fixed-shape profile. Run research-competitors instead; not for direct use.

Use when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing missing support.

Analyzes energy systems including renewable energy resource assessment, power grid modeling, battery storage optimization, energy efficiency evaluation, and techno-economic analysis of energy…

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing,…

Remove repeated boilerplate across sections (methodology disclaimers, generic transitions, repeated summaries) while preserving citations and meaning.

Use when constructing or auditing accounting measures for 《会计研究》 (Accounting Research) — discretionary accruals (modified Jones), real earnings management (Roychowdhury), conservatism (Basu /…

The AlterLab front door and multi-agent launcher — routes a task to the right AlterLab skill(s) when the user invokes the suite without naming one, and for a multi-stage goal (or on the keyword…

Drafts a referee report for a journal editor. Builds a ledger of the manuscript's load-bearing claims, runs five parallel adversarial finders against it (Breaker, Butcher, Shredder, Void, Situator),…

Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search…

Compare the user's notes with an expert's work on a topic. Return relevant exact quotes, source locations, and at least one gap in the user's thinking. Use only when /signal-from-expert is explicitly…

PubMed search with keyword optimization, result parsing, and metadata extraction

Audit whether a website can be found, crawled, and cited by AI answer engines such as ChatGPT Search, Perplexity, Google AI Overviews, and Microsoft Copilot. Use when someone asks why their brand is…

Designs complete integrated research plans for bulk transcriptomics, proteomics, metabolomics, and related omics from a user-provided biomedical direction. Always use this skill whenever a user wants…

Perform deep, multi-source research using Google Gemini's Deep Research Agent. Use this skill whenever the user asks for comprehensive research, literature reviews, competitive analysis, market…

Run a research Workflow end to end when the user requests a survey, brief, review, tutorial, or idea exploration; route an unbound goal, execute one eligible Unit at a time, and stop at checkpoints or…

Use this skill when the user has attached a PDF, paper, report, or other document and the answer needs content from more than one place in it: summarize the methods or any other section, compare…

当系统提示词需要定义 AI 模型何时搜索、如何搜索、搜索哪些数据源、以及如何处理搜索结果时调用此 Skill。适用于所有涉及实时知识检索的 AI 产品设计——聊天机器人、研究助手、企业知识库问答等。不适用于：纯离线场景（无搜索能力的环境）、已完全内化的知识问答（如数学推导）、创意生成任务。当需求仅涉及"从本地文件读取内容"而非"联网检索外部信息"时，这不是最佳 Skill。

Austrian employment law procedures — Kuendigungsanfechtung (§105 ArbVG), Entlassungsanfechtung, ASG proceedings (ASGG), Kuendigungsentschaedigung, claiming overtime/UEL/KV differentials,…

Brain knowledge base operations. The core read/write cycle: brain-first lookup, read-enrich-write loop, source attribution, ambient enrichment, back-linking. Read this before any brain interaction.

Privacy-respecting metasearch specialist using SearXNG instances

Access real-time crypto token data, DeFi analytics, wallet intelligence, project research, and blockchain insights through Heurist Mesh agents. Use when the user asks about token trends, DeFi…

Use parallel subagents for large-scale paper screening and deep dive analysis

The index of every pro-workflow skill and command, grouped by job, with when to reach for each and whether it is human-run or auto-triggered. Use when you are not sure which skill fits, want the full…

Acquires missing code repositories for the selected idea (Phase A) and conducts comprehensive code survey mapping academic concepts to implementations (Phase B). Outputs acquired_code_repos,…

Search PubMed and bioRxiv for bioinformatics literature, synthesise results into a structured report, and build a citation graph — all locally, with a reproducibility bundle.

Performs epidemiological analyses including disease modeling (SIR/SEIR), outbreak investigation, risk factor identification, incidence/prevalence estimation, and causal inference from observational…

Based on a case-fact narrative, orchestrate 8 atomic capabilities to predict charges, applicable provisions, sentence length, and sentencing circumstances, and output a structured prediction report…

Use when `paper-review` has claims plus evidence gaps and needs the final referee-style report.

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

Golden dataset lifecycle patterns for curation, versioning, quality validation, and CI integration. Use when building evaluation datasets, managing dataset versions, validating quality scores, or…

Use when responding to 《会计研究》 (Accounting Research) reviewer reports / an R&R — drafting a point-by-point response letter and 修改说明 that addresses accounting-measure construction,…

Harvests article metadata, abstracts, and full-text PDFs from DergiPark (TÜBİTAK ULAKBİM's national journal-hosting platform, ~2,537 journals) via its verified platform-wide OAI-PMH endpoint…

Audit and optimize websites for technical SEO, content SEO, and AI bot accessibility. Fixes meta tags, sitemaps, robots.txt, structured data, llms.txt, and GPTBot/ClaudeBot directives. Not for App…

Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language…

Supervises theses and dissertations end to end — structure guidance from proposal through defense, chapter-by-chapter writing support (introduction, literature review, methodology, results,…

Builds or audits a literature review, producing an evidence map, the closest prior work, source clusters, a gap verdict, and a synthesis plan for the introduction. Use when the user asks whether a…

Generates structured SWOT (Strengths, Weaknesses, Opportunities, Threats) analyses with strategic combination strategies (SO, WO, ST, WT) and prioritized action recommendations. Supports…

User interview and transcript analysis — parsing speaker-labeled transcripts, extracting pain points/goals/behaviors, sentiment analysis, and persona generation from qualitative data

A grant proposal on CRISPR base-editing for sickle-cell disease — the hypothesis, the approach, the milestones, and the risk. Built as a decision-grade academic research deck for grant review…

Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Use when the user wants to…

Run a submission-readiness preflight on a manuscript before arXiv upload. Use when the user is preparing an arXiv submission, asks to check a paper before uploading, mentions hallucinated or fake…

Step of the research-market playbook: the worker brief for listening to what people say about the brand and category, risks first. Run research-market instead; not for direct use.