Workflow 1: Full idea discovery pipeline. Orchestrates research-lit \u2192 idea-creator \u2192 novelty-check \u2192 research-review to go from a broad research direction to…
Timeboxed divergent ideation that outputs ranked options plus day-one experiments.
Turn an ambiguous software idea into one verified, review-ready vertical slice by composing specification, architecture, planning, TDD implementation, debugging, and review.
Turn a rough product or tool idea into a researched, implemented, tested, reviewed, pushed, and documented result.
Draft, rewrite, compress, structure, calibrate, humanize, or audit engineering manuscripts for IEEE and ACM Transactions, journals, and conferences, with optional self-contained…
Use when targeting IEEE Transactions on Automatic Control (TAC) or deciding whether a systems-and-control manuscript fits this venue.
Use when targeting IEEE Transactions on Information Theory or deciding whether an information-theory manuscript fits this venue.
Walk into an IEP or 504 meeting prepared and effective — the process decoded in plain language, the parent-input statement that gets read, the questions that make goals…
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata.
Use when auditing an ACM IMC submission for HotCRP readiness, covering the paper-registration step, the acmart template with BBL upload, the full/short page limits, double-blind…
Use when an IMF Economic Review (IMFER) R&R or decision letter arrived and you need a response-letter strategy for a dual academic/policy referee panel.
Use when an IMF Economic Review (IMFER) manuscript's headline cross-country estimate must be shown to survive specification, sample, country-composition, and inference choices…
Use when an IMF Economic Review (IMFER) manuscript's exhibits must communicate an international-macro result to a dual academic/policy audience — transparent country coverage,…
Use when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an italicized abstract with JEL codes, Chicago style,…
Implement a research paper in a marimo notebook fully automatically without extra user input.
Guides you through implementing a research paper step-by-step from scratch. Use when asked to implement a paper, code up a paper, reproduce research results, or build a model from…
系统化深度研究方法论（免费版），通过七步协议（Scope → Search → Evaluate → Deepen → Synthesize → Document → Deliver）实现多源调研。核心能力： - 研究范围界定与问题重构 - 多向量搜索与引用链追踪 - 来源可信度五维评估（权威性/时效性/证据/偏见/佐证） - 迭代深化与停止条件判断
Research-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response…
Investigate a live or recent incident. Anchor the window, bisect the change surface, classify against four reference failure paths (OOM, DNS, cascading-failure,…
Build and operate the "Incident Playbook Synthesis for scientific publishing pipelines" capability for scientific publishing pipelines.
Comprehensive incident root cause analysis skill for distributed systems. Analyzes logs, metrics, and traces to identify cascading failures, resource contention, and root causes…
Research-driven investigation skill for validating solutions and exploring documentation. Never ask questions you can answer yourself through research.
Research Indian law online — case law, statutes, regulatory material, recent doctrinal developments, or academic literature.
Deep domain research and expertise synthesis across industries, combining academic research, market intelligence, and practitioner knowledge — from ID8Labs
Deep domain research and expertise synthesis across industries, combining academic research, market intelligence, and practitioner knowledge — from majiayu000/claude-skill-registry
Map any industry's competitive landscape using company databases, academic research, news coverage, LinkedIn activity, and job market signals.
Use when reasoning about how an IEEE INFOCOM submission is evaluated, covering the large-scale double-blind pipeline, automated paper-reviewer assignment, the two-tier TPC and…
Skills for finding, evaluating, and using information effectively and ethically across print and digital sources.
Drafts regulatory-compliant informed consent forms for healthcare procedures, clinical trials, research participation, or professional services.
Intègre une landing page (page publique) de MonServiceSécurisé à partir d'une maquette Figma, en respectant le pattern du repo : route Express dans `routesNonConnectePage.js` +…
Triage research-corpus artifacts for LLM residue, placeholder/template markers, unresolved citation markers, non-final experiment language, and submission risks.
Research, drafting, and analysis involving the International Criminal Court (Rome Statute system). Enforces a verification-first methodology — every case-law, decision, f — from…
Orchestrate comprehensive TODAS research for novel/emerging domains (1-7 subagents adaptive). Specializes in unprecedented topics, post-training data, and emerging technologies.
Use when auditing an INTERSPEECH submission before the CMT deadline — the strict 4-page-plus-references format, double-anonymous rules and the pre-deadline anonymity period,…
Pragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation, and synthesis with quality checkpoints.
AI-led stakeholder interviews using LLMREI research-backed patterns. Conducts structured interviews to elicit requirements through context-adaptive questioning, active listening,…
Master user interviews including interview guide design, questioning techniques, active listening, probing, avoiding leading questions, and interview analysis.
Synthesize a batch of customer interviews into evidence-for + evidence-against the hypothesis, with pattern surfacing and bias flagging.
Structured hypothesis-driven investigation framework for diagnosing Google Ads performance issues. Auto-invoke when user says "investigate," "why is [account] performing poorly,"…
4-agent parallel investment research team modeled after legendary investors. business-analyst (Duan Yongping lens), financial-analyst (Buffett lens), industry-researcher (Munger…
Use when defending the research design of an International Organization (IO) manuscript on international-level questions — causal identification with dyadic/TSCS/network data,…
Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating…
Develop IRB/ethics protocols for human subjects research. Use when: (1) Planning studies involving humans, (2) Preparing IRB applications, (3) Ensuring ethical compliance, (4)…
Compliant, retrieval-grounded research over investor-State dispute settlement (ISDS) awards and decisions.
Employer-side hiring automation for Israeli companies. Generates Hebrew job descriptions compliant with the Equal Employment Opportunities Law 1988, posts to Israeli job boards…
Use when planning an ISSTA project timeline from venue fit through the January research-paper deadline, the March author response, the April first decision, the May Major-Revision…
Research-grounded SDLC issue planner. Given an objective, dispatches parallel research agents, generates the supporting SDLC doc corpus, then files prioritized, cross-referenced…
McKinsey-style issue tree framework for breaking down complex problems into MECE (Mutually Exclusive, Collectively Exhaustive) components.
Provides role-specific expertise for 26+ IT company positions. Use when responding from a specific role's perspective, providing role-based advice, or when specialized knowledge…
Specialista di formattazione citazioni giuridiche italiane — verifica e formatta citazioni Cassazione, tribunali regionali, statuti federali e dottrina secondo gli standard…
Specialista di redazione giuridica italiana — redige documenti legali italiani inclusi contratti, atti giudiziari, pareri legali e memorie con corretta formattazione delle…
Specialista di ricerca legale italiana — cerca precedenti della Cassazione, interpreta statuti federali e regionali, e produce analisi giuridica multilingue verificata.
IVDR und Lab Developed Test: moderner Medizinrechts-Skill für In-vitro-Diagnostikum, Labor-Eigenentwicklung, Companion Diagnostics und Übergangsrisiken: IVDR und Lab Developed…
Use when polishing the prose of a Journal of Accounting and Economics (JAE) manuscript — economics-paper conventions (precise, hypothesis-driven, restrained), Elsevier author-date…
Use when choosing and defending the research design for a Journal of the Association for Information Systems (JAIS) manuscript — a behavioral survey/experiment, an economics-of-IS…
Use when preparing the data availability statement, code archive, Mendeley Data or repository materials, and proprietary-data documentation for a Journal of Banking & Finance…
Use when designing or defending the research design for a Journal of Business Venturing (JBV) manuscript — matching a methodologically pluralistic but theory-first approach…
Use when preparing Journal of Economic Growth (JEG) data availability statements, replication code, calibration files, digitized historical sources, GIS layers, and Springer…
Create production-grade, accessible Jekyll themes for researchers conducting "research in public." Generates complete lab notebook-style themes with Tufte-inspired sidenotes,…