Get personalized academic paper recommendations. Activate whenever the user asks for paper recommendations — explicit command (/aminer-dp) or natural language (e.g.
使用 AMiner 开放平台 API 进行学术数据查询与分析。当用户需要查询学者信息、论文详情、机构数据、期刊内容或专利信息时使用此 skill。 触发场景：提到 AMiner、学术数据查询、查论文/学者/机构/期刊/专利、学术问答搜索、引用分析、科研机构分析、学者画像、论文引用链、期刊投稿分析等。 支持 6…
Use when running and reporting the statistical analysis for an Academy of Management Journal (AMJ) manuscript — measurement validity, common-method bias, the right estimator (HLM,…
Use when the research design and method are the bottleneck for an Academy of Management Journal (AMJ) manuscript — matching design (archival, survey, experiment, multi-method,…
Use when scoping or sanity-checking a research question for an Academy of Management Journal (AMJ) manuscript — fit, theory-drivenness, and feasibility.
Delegate complex tasks to Amplifier's multi-agent framework. Use when: (1) research/comparison needing multiple perspectives, (2) multi-file code projects, (...
Detect antimicrobial resistance genes using AMRFinderPlus, ResFinder, and CARD. Screen isolates and metagenomes for resistance determinants.
Use when choosing and applying a theory-construction method for an Academy of Management Review (AMR) manuscript — building constructs, defining their domain, specifying…
Detect and track antimicrobial resistance genes using AMRFinderPlus and ResFinder with epidemiological context.
Orchestrate parallel subagents for comparative analyses, multi-source research, codebase exploration across domains, and any task with independent subtasks that benefit from…
Copyedit and proofread academic manuscripts for clarity, APA 7th compliance, and production readiness
Literature review or research synthesis on a topic — auto-triggers when the user asks to find, review, or synthesize literature from the local references catalog
ONLY when user explicitly requests autonomous analysis, deep investigation, multi-step research, or 'dig into this end-to-end without asking me each step' — NOT for normal feature…
Use throughout the EXECUTION of any analysis — while running, debugging, modeling, or cleaning data — to decide which decisions you may make on your own and which you must STOP…
Perform systematic root cause investigation. Use when you encounter bugs, test failures, or unexpected behavior.
Build and iteratively refine physics analysis specifications using analysis-specification-template.md.
Gather requirements, perform technical research, and estimate effort/risk. Use for requirements analysis, stakeholder analysis, technology research, and competitive analysis.
Responds to analyst inquiries with strategically framed answers that reinforce the company's positioning in research.
Master Analytic philosophy methods, debates, and key figures. Use for: logical analysis, philosophy of language, philosophy of mind, metaphysics, epistemology in the analytic…
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings.
Load when analyzing performance metrics, creating reports, setting up tracking, evaluating growth experiments, or any task involving data-driven decision making for content and…
Use when setting up PostHog analytics, feature flags, experiments, or querying PostHog data. Triggers on PostHog, PostHog event, PostHog feature flag, PostHog experiment, A/B test…
Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation.
Statistical analysis for medical research papers. Generates reproducible Python/R code with publication-ready tables and figures.
Top-down deep dive analysis on a US-listed stock with macro context, valuation audit, insider check, catalysts, and 3-tier entry plan with LEAPS option. Pulls live data via yfmcp.
Analyze a tensegrity system by identifying compression struts and tension cables, classifying type (class 1/2, biological/architectural), computing prestress equilibrium,…
Structures clinical data warehouse queries for quality measurement, research, and operational analytics.
Structures clinical trial data analysis with primary endpoint evaluation and safety reporting. Use when analyzing trial results, evaluating endpoints, or preparing statistical…
Analyzes customer behavior, needs, pain points, and sentiment through review mining, social listening, buyer persona development, and jobs-to-be-done framework.
Structures epidemiologic analysis with incidence, prevalence, rate calculations, and statistical inference.
Analyzes venture capital, investment trends, funding rounds, investor strategies, M&A activity, and funding patterns in specific markets or industries.
Monitor blockchain mempools for pending transactions, gas analysis, and MEV opportunities. Use when analyzing pending transactions, optimizing gas prices, or researching MEV.
Extracts high-value insights from research documents, RCAs, design docs, and memos - filters aggressively to return only actionable information.
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings.
Conducts in-depth analysis of a specific source or topic, producing comprehensive summaries for research synthesis.
Help users synthesize and act on customer feedback. Use when someone is analyzing NPS responses, processing support tickets, reviewing user research, synthesizing feedback from…
Structures vital records analysis with birth, death, and demographic trend reporting. Use when analyzing vital statistics, interpreting mortality data, or reporting demographic…
Academic research skill for Biblical Hebrew, Semitic linguistics, cuneiform studies, and comparative Ancient Near Eastern research.
Invoke when iterating toward a fix/optimization/answer against a live system and tempted to guess from sparse signals — an observe→analyze→act loop over instrumentation + a scalar…
Use BEFORE fixing any non-trivial bug. Write a test that fails because of the bug, watch it fail, then fix the bug until the test passes.
Use when targeting Angewandte Chemie International Edition (Angew Chem Int Ed) or deciding whether a chemistry manuscript fits this GDCh/Wiley venue.
Produces litigation-grade case summaries for animal law disputes including cruelty/neglect prosecutions, ownership/custody, dangerous animal designations, veterinary malpractice,…
Use anki-card-creator for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries for study-card generation.
Use when drafting the cover note to the editors for an Annals of Mathematics submission — concisely conveying the main result, its significance, scope fit, and any…
Use when laying out the proof strategy of a pure-mathematics manuscript for Annals of Mathematics — the architecture of the argument, the key lemmas and propositions, the novel…
Use when anticipating how an expert Annals of Mathematics referee will verify a proof — stress-testing the argument for gaps, checking external dependencies, and pre-empting the…
Use when stating the main theorem(s) of a pure-mathematics manuscript precisely, establishing their significance, and positioning them against prior work for an Annals of…
Use when responding to an Annals of Mathematics referee report — revising the manuscript to close gaps or strengthen results and writing a point-by-point reply.
Use when judging whether a pure-mathematics result clears the Annals of Mathematics importance and originality bar and falls within scope, before investing in framing or…
Use when running the final pre-submission preflight for an Annals of Mathematics manuscript — AMS-LaTeX compile, theorem environments, abstract and MSC, references, arXiv,…
Use when deciding what belongs in appendices versus the main text of a pure-mathematics manuscript for Annals of Mathematics — technical/auxiliary results, long computations, and…
Use when deciding which anmath-* sub-skill to invoke next, or when sequencing work on a pure-mathematics manuscript from scope check through major revision for an Annals of…
Use when polishing the prose and rigor of a pure-mathematics manuscript for Annals of Mathematics — eliminating gaps, removing "clearly"/"it is easy to see", precise quantifiers,…
Use when targeting Annual Review of Astronomy and Astrophysics (ARA&A) or deciding whether a review proposal fits this invited, comprehensive, very-high-impact venue.
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
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,…
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research — from…
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair.
Web search, content extraction, crawling, and research capabilities using Tavily API — from BenedictKing/tavily-web
MANDATORY before re-dispatching the builder after any APD verifier block or critical reviewer finding on Codex.