Using BDD to validate architectural hypotheses in TMNL. Covers H1/H2/H3 hypothesis patterns from testbeds, connecting specs to acceptance criteria, and damage reports for…
Create Beamer-style academic PPTX presentations using python-pptx. Produces publication-quality .pptx files with navy-blue Metropolis theme (16:9, frame title bars, progress bar)…
BeatLab JSON contract for 16-step (0-15) pianoSequence & drumSequence. Use when generating or editing beats.
Deterministic BeatLab pipeline utilities (validate, render grid, export MIDI/WAV). Use for running scripts instead of reasoning about validation/rendering.
Extracts structured citation data from academic repositories using BeautifulSoup4 with lxml parser. Parses DOI metadata, author affiliations, and reference lists from PubMed,…
Build a tiered classroom behavior intervention plan (BIP) for a K-12 student, grounded in the function of the behavior.
Score deep research agents on benchmark tasks using factual verification, report-quality scoring, and process evaluation before model or workflow changes ship.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics.
英文論文的雙欄對照精讀工具。把 PDF 轉成逐段資料檔，由你逐段翻成貼切通順的學術中文，並用五色預先標出核心論點／創新點／方法／限制／可引用金句，再用一個可重複使用的離線 HTML 閱讀器左右對照閱讀；使用者可自己再畫螢光筆，標記存在瀏覽器可持久保存，並一鍵匯出成 Markdown…
Use when ready to document findings, generate a report, or summarize binary analysis results. Compiles analysis findings into structured reports - correlates facts from t — from…
Designs genomics experiments so technical nuisance variation (batch, lane, plate, flow cell, operator, reagent lot, processing day) is balanced against the biological variable of…
Controls error rates across thousands of simultaneous tests in genomics discovery using false-discovery-rate methods (Benjamini-Hochberg 1995; Benjamini-Yekutieli 2001 for…
Calculates statistical power for high-dimensional genomics experiments (bulk RNA-seq, scRNA-seq, ATAC-seq, ChIP-seq, methylation, proteomics) under negative-binomial count models…
Structures biological experiments so inference is valid by construction, covering Fisher's principles (randomization, replication, local control), the…
Estimates the minimum biological replicates (or cells/events) for a target power at a target FDR in genomics experiments using ssizeRNA, PROPER, powsimR for scRNA-seq, and…
Gene and region-based rare-variant aggregation - burden/collapsing, SKAT, SKAT-O, ACAT-V/ACAT-O, annotation-weighted STAAR - with regenie (--vc-tests), SAIGE-GENE+, and t — from…
Strategic scientific problem selection, project ideation, and troubleshooting based on the Fischbach & Walsh framework.
Build an executive-ready business case for a CX initiative. Frames the case using a Value Engineering structure (Objective → Problem → Solution → Outcome → Value Realization…
Run a full Taiwan business case end-to-end as a hypothesis-driven multi-agent workflow — frame the question as 2-4 mutually exclusive strategic options, reverse-engineer…
Use when defending the research design of a British Journal of Political Science (BJPS) manuscript — causal identification for quantitative work, case selection and process…
Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission.
Decision-grade research, three ways: draft a deep-research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok, Perplexity, …), process a finished research report…
Board Paper und Business Judgment Rule (§ 93 AktG, § 43 GmbHG) erstellen: Vorlage für Vorstand/Geschäftsführung/Aufsichtsrat bei M&A-Entscheidungen, Strukturwahl, Risikot — from…
Board Paper und Business Judgment Rule Prüfung für M&A-Entscheidungen: Anwendungsfall Vorstand AG Geschäftsführer GmbH oder Aufsichtsrat muss Transaktionsentscheidung for — from…
Board-Paper zu China-Risiken: Struktur und Inhalt eines belastbaren China-Risikoberichts für Aufsichtsrat/Vorstand, wesentliche Risikokategorien…
Board Paper und Business Judgment Rule (§ 93 AktG, § 43 GmbHG) erstellen: Vorlage für Vorstand/Geschäftsführung/Aufsichtsrat bei M&A-Entscheidungen, Strukturwahl, Risikot — from…
Vorstand GF oder Aufsichtsrat braucht Entscheidungsunterlage für M&A-Beschluss: Board Paper Business-Judgment-Dokumentation KI-Einsatztransparenz.
Corporate-Board-Paper-Skill für aktuelle GmbH-Governance-Rechtsprechung: Abberufung, Weisungen, Binnenpflichtverletzung, Registervollzug und Deal-Risiko nach BGH II ZR 71/23.
Bibliographic research agent for analyzing books and manuscripts. Builds comprehensive "book biographies" showing production context, textual transmission, related editio — from…
Bibliographic research agent for analyzing books and manuscripts. Builds comprehensive "book biographies" showing production context, textual transmission, related editio — from…
Export fiction manuscripts to professional book formats (PDF, ePub) with research-informed styling profiles.
Assess commercial viability of book concepts for Amazon KDP self-publishing. Use when the user has a Book Concept Document and wants to understand market demand, competit — from…
Comprehensive research and analysis of books with actionable insights, hidden gems, and personalized recommendations.
Creates analytical book summaries with key ideas, core arguments, notable quotes, and application notes for learners.
Execute research workflow orchestration - processes pending research tasks sequentially
Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code.
Facilitate an Alien Anthropologist session in which the team examines their own project, processes, or user environment through the eyes of a completely uninitiated outside…
Guides researchers through structured ideation frameworks to discover high-impact research directions.
Guides researchers through structured ideation frameworks to discover high-impact research directions.
Skriptoteket-specific brutalist/academic UI design for the Vue 3 + Vite SPA. Uses Tailwind v4 utilities mapped to HuleEdu tokens and SPA primitives.
Preserve discovered bugs as durable BUGS.md entries with reproduction steps, expected behavior, hypothesis, status, verification, and resolution.
Build an evidence-backed ResearchPackV1 from a selected ContentOpportunitySetV1 candidate, validated ContentRecipeV1, CreatorFeedV1 records, Cuebook cue, creator claim, company or…
Use when creating reusable GitLab CI/CD configurations, building component catalog entries, or packaging pipeline templates for sharing - provides systematic guide following…
Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, veri — from…
Support business understanding from small ventures to corporate strategy and academic research.
Use when designing, updating, or exploring system architecture with C3 methodology - iterative scoping through hypothesis, exploration, and discovery across…
Homer L3 — Epic Research Muse. Deep synthesis from web + local research sources. Zeus dispatches Calliope as a parallel subagent when a plan includes a research subtask.
Shared author-guideline skill for Cambridge University Press nutrition journals: British Journal of Nutrition, Nutrition Research Reviews, Proceedings of the Nutrition Society,…
Cancer Research (AACR) figures: resolution (300-1200 DPI), formats (EPS/TIFF/AI), hierarchical panel labels (Ai, Aii, Bi), figure/table limits, legend requirements with replicate…
Append a single observation, question, hypothesis, or concern to TASK_STATE.md as task memory without disrupting in-progress work or requiring a full state sync.
Use when building the conceptual engine of a Contemporary Accounting Research (CAR) manuscript — the economic or behavioral mechanism, predictions/hypotheses, or the formal model…
Use when choosing or sharpening a research question for a Contemporary Accounting Research (CAR) manuscript — testing fit with CAR's deliberately method-agnostic, all-topic-areas…
North star principles from CATY equity research project - professional HTML standards, external source citations, audit-grade documentation, and target profile frameworks that…
因果推論架構師(頂刊識別策略,2026 前緣標準):現代差異中之差異 DiD——交錯採用(staggered adoption)下 TWFE 的偏誤、Goodman-Bacon 分解、Callaway & Sant'Anna / Sun & Abraham 等異質穩健估計量、事件研究圖與平行趨勢診斷(含 Rambachan & Roth…
Use when the user wants a terse, opinionated, research-backed answer to a "what tech/tools/stack do I need for X" question, or asks how to approach building something.
Use when assembling ethics approvals and availability statements for a Cancer Cell (Cell Press) manuscript — IACUC animal approval, human-sample IRB/consent, biosafety, and…