A/B test design — produce an experiment spec with hypothesis, primary metric, MDE, sample size, run time, and decision rule.
Use when user asks to research, investigate, analyze, find out, explore, examine, audit, or evaluate something — structured multi-source research with consulting, doc search, web…
Generate publication-ready figures and visual abstracts for medical research papers. Supports ROC curves, forest plots, CONSORT/STARD/PRISMA flow diagrams, calibration plots,…
LaTeX 模板高保真优化器，支持任意 LaTeX 模板的样式参数对齐、标题文字对齐、标题格式对比（加粗）、HTML 可视化报告、LaTeX 自动修复建议和像素级 PDF 对比验证
Scaffold a substantive human-readable design doc (spec / plan / ADR / report / PR explainer) as native HTML using the workspace's canonical Broomva dark theme.
Research project management for medical manuscripts. Scaffold project structure, track writing progress across phases, maintain project memory files, generate submission…
Assist with Harness Service Reliability Management (SRM) tasks that the MCP server currently supports: pulling recent deployments for incident correlation, generating on-call…
Documents research adverse events with causality assessment and regulatory reporting timelines. Use when reporting research AEs, assessing causality, or managing safety reporting.
Structures climate risk assessment with physical and transition risk analysis and scenario modeling. Use when assessing climate risk, modeling transition scenarios, or evaluating…
Structures TCFD-aligned climate scenario analysis with transition and physical risk modeling. Use when conducting climate scenarios, modeling transition risk, or analyzing…
Structures trial budget development with per-patient costs, site fees, and sponsor negotiations. Use when budgeting clinical trials, negotiating site contracts, or tracking…
Guide for managing consent for scientific research under GDPR Article 89 and Recital 33 broad consent provisions.
Applies GCP/ICH principles to clinical research operations with compliance monitoring. Use when ensuring GCP compliance, training on ICH guidelines, or auditing research practices.
Structures research consent documentation with required elements and vulnerable population protections.
Structures neurorehab assessment with standardized scales (FIM, Barthel, NIHSS) and recovery tracking.
Use when working with Pi Hole — pi-hole DNS sinkhole management covering ad-blocking statistics, query logs, blocklist management, client activity, gravity database, and…
Monitors research compliance with federal regulations (21 CFR, 45 CFR 46) and institutional policies.
Delegate complex, long-running tasks to Manus AI agent for autonomous execution. Use when user says 'use manus', 'delegate to manus', 'send to manus', 'have manus do', 'ask…
Audit academic manuscripts for typographic design conventions: booktabs table style, caption placement, dashes/quotes, units and numbers, cross-reference style, page layout,…
Lightweight entry point for ad-hoc manuscript writing: drafting, refining, or editing journal manuscript text without running a full pipeline.
ARCHITECT phase - decompose complex tasks into atomic subtasks with research, spec, and branch-scoped plan artifacts under .map.
Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects — from…
Convert PDF documents to Markdown using marker_single. Use when Claude needs to extract text content from PDFs while preserving LaTeX formulas, equations, and document structure.
Use market access value for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Comprehensive market analysis and sizing engine that goes beyond TAM/SAM/SOM to include growth drivers, risk factors, segment dynamics, and investment-grade market maps.
When the user wants a comprehensive App Store market overview, daily/weekly market briefing, or combined view of chart movements, trending keywords, featured apps, and new…
Reads current market regime signals — CNN Fear & Greed Index, VIX level, SPY vs 200-day moving average.
Conduct structured market research on any industry, competitor, or opportunity. Analyze market size, trends, competitors, and customer segments with a proven framework.
Comprehensive market research and analysis skill. Use when sizing markets, conducting competitive analysis, generating professional market research reports, analyzing consumer…
Expert market research analyst who performs deep competitive analysis, trend forecasting, TAM/SAM/SOM sizing, and customer persona development.
Generate a structured market research brief from a feature idea and supplied business context: market landscape, competitor intelligence, opportunity assessment, and a…
Generates professional market research reports by analyzing business intent, decision levels, and conducting multi-source data retrieval (Web, PubMed, Clinical Trials).
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
Pazar büyüklüğü, demografik analiz. SWOT, PESTLE. Rakip analizi. Trend raporları. Veri kaynakları. Rapor formatları.
Market research specialist focused on comprehensive market analysis, consumer behavior insights, and market opportunity identification.
Market research and validation agent. Analyzes competitors, identifies target users, and validates product-market fit before any code is written.
Run TAM/SAM/SOM market sizing with top-down and bottom-up methods, competitive landscape, and tech stack analysis.
Convert Markdown to premium-themed PDFs, slide decks (PPTX/PDF), styled HTML, and shareable links via the MarkPDF MCP server.
States of matter, phase transitions, kinetic molecular theory, atmospheric chemistry, green chemistry, and sustainable synthesis.
Expert assistant for accessing materials databases (AFLOW and Materials Project) - query crystal structures, materials properties, thermodynamic data, and computational results…
USE FOR: Abstract algebra, category theory, lattice theory, universal algebra, and algebraic structures relevant to Lean formalization.
Use when implementing game math — vectors, transforms, interpolation, curves, random number generation, and common geometric recipes
USE FOR: Graph theory, knowledge graphs, ontology engineering, provenance structures, network analysis, and formal knowledge representation.
Mentor for math work in Triptych — wires sympy-mcp, desmos-mcp, show_latex, init_research, and /verifier into the canonical order, and surfaces the four pitfalls that bite…
Develops mathematical understanding through examples, visualization, and analogy
USE FOR: Measure theory, probability theory, stochastic processes, ergodic theory, and concentration inequalities.
USE FOR: General nonlinear dynamics, chaos theory, bifurcation analysis, catastrophe theory, attractor geometry, Lyapunov methods, phase portraits, and control-theoretic…
USE FOR: Mathematical optimization, game theory, decision theory, mechanism design, multi-objective optimization, convex optimization, and reinforcement learning theory.
Traduz papers e artigos matemáticos/científicos do inglês para o português brasileiro, adaptando terminologia técnica, convenções notacionais e estilo acadêmico ao padrão pt-BR.
USE FOR: Product management for mathematical formalization projects — roadmap creation, stakeholder management, feature prioritization for formal verification artifacts, theorem…
Metacognitive check-ins during problem solving - detects when to pivot or persist
USE FOR: Project and product management for mathematical formalization projects. Covers dependency-aware scheduling, risk management for unprovable theorems, progress tracking,…
Look up mathematical definitions, theorems, proofs, and worked examples by consulting the user's curated PDF library at ~/Documents/3 Resources/Maths before falling back to web…
Verify math-heavy code for algorithm correctness, numerical stability, and standards alignment
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
USE FOR: Strategic mathematical thinking — brainstorming, problem decomposition, proof strategy design, creative hypothesis generation, and mathematical intuition development.
Use when the user wants to convert Math exam content from PDF, Word, images, or extracted text plus answer keys into PMEditor-compatible .tex files with canonical subjects,…
USE FOR: Time series analysis, signal processing, temporal pattern detection, and multi-scale temporal dynamics.
Deterministic mathematical computation using SymPy. Use for ANY math operation requiring exact/verified results - basic arithmetic, algebra (simplify, expand, factor, solve…