Use when you have processed the same set of untargeted LC/HRMS files (mzXML, mzML, or netCDF format) with two or more peak-picking tools and need to validate which tool produces…
Use when you have LC-HRMS raw data files (.mzML or .abf format) from metabolomics experiments and need to extract, align, and annotate features in a reproducible manner across…
Use when when you have statistically significant features from multi-assay LC-MS metabolomics data (with m/z and retention time annotations) and need to group features that may…
Use when you have raw mzML files and corresponding feature tables (CSV format, mzmine-formatted) from untargeted LCMS experiments, and you need to convert them into…
Use when after executing a Nextflow-based LC-HRMS metabolomics workflow with Docker or Singularity containerization on .mzML LC-MS data, before proceeding to downstream…
Comprehensive B2B demand generation and lead acquisition skill. Use when building lead generation systems, creating demand acquisition campaigns, optimizing CAC, designing lead…
USE FOR: real analysis, functional analysis, topology, and measure theory in Lean 4 / Mathlib — continuous functions, derivatives, integrals, metric / normed spaces, filter-based…
USE FOR: graph theory, applied lattice theory, combinatorics, DAGs, posets, provenance chains, dependency orders, lattice operations (severity / quality-gate / trust-vector /…
USE FOR: nonlinear dynamical systems, Lyapunov stability, bifurcation theory, catastrophe theory, control theory, phase-portrait analysis, attractor classification, and any…
USE FOR: foundational mathematics in Lean 4 — Lean's type system (Prop / Type / universes), classical vs constructive choices, Mathlib's algebraic typeclass hierarchy (Group /…
USE FOR: optimization theory, convex optimization, game theory, reinforcement-learning theory (Bellman equations, value / policy iteration), Nash equilibria, minimax theorems,…
USE FOR: probability theory, stochastic processes, Markov chains, time-series analysis, ergodic theory, row-stochastic matrices, mixing times, spectral gaps, stationary…
USE FOR: per-question Lean 4 research — picking a research method (Mathlib grep / Web / repo grep / sub-agent), choosing depth (Shallow / Standard / Deep / Exhaustive), emitting a…
REDIRECT — the typed research protocols (M/T/L/S/D/X/E) previously hosted here have been folded into `lean-research` Part 9.
Simulated user interview practice module where the AI plays a realistic user persona and provides structured coaching feedback on interview technique, question quality, and…
Build and operate the "Learning Curriculum Composition for design and user research" capability for design and user research.
Guide the learner through a structured goal-setting exercise grounded in research on Mental Contrasting with Implementation Intentions (MCII).
(Industry standard: Loop Agent / Single Agent) Primary Use Case: Self-contained research, content generation, and exploration where no inner delegation is required.
Analyze competitive courses, industry trends, learner demand, pricing, and technology landscape for educational market positioning.
스스로 공부할 나만의 학습 프로젝트를 만들어 드립니다. 학습 목표와 현재 수준을 진단해 단계별 로드맵을 짜고, 진도 추적과 학습 전용 CLAUDE.md를 자동으로 세팅합니다. 다음과 같은 요청 시 사용하세요: - "claude code 공부할 학습 프로젝트 만들어줘" - "영어 회화 8주 학습 계획 세워 — from…
Evidence-based learning science principles for educational research and practice
Generate a dedicated Obsidian learning vault for any certification, course, or study goal. Creates structured notes with domains, concepts, lessons, scenarios, MoCs, dataview…
Use this agent when you need to search institutional learnings in knowledge-base/project/learnings/ for relevant past solutions before implementing a new feature or fixing a…
Legal research, jurisdiction-aware analysis, regulatory compliance, case evaluation, license auditing, and structured legal findings.
Audit legal aid and public defense case management systems -- client intake workflows, Federal Poverty Level eligibility screening accuracy, conflict-of-interest checking,…
Analyze legal contracts, extract clauses, and perform legal research with structured frameworks
Specialista di briefing pre-esecuzione — assembla panel di specialisti, raccoglie il contesto della causa attraverso domande adattive, costruisce piani di esecuzione strutturati e…
Legal demands two things: frontier-level reasoning and precision document generation. CellCog delivers both.
A practical guide for UK lawyers and legal researchers using Claude with the UK Legal MCP server. Explains the five core research workflows — legislation lookup, case law…
Drafts U.S. internal legal memoranda using IRAC structure to analyze issues, synthesize authority, assess risks, and recommend strategy.
Drafts objective internal legal memoranda using the CREAC method with structured header, questions presented, brief answers, statement of facts, analysis, and strategic…
Civil litigation, contract law, legal research methodology, rules of professional conduct, and legal citation format
Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal l — from…
Legal research expertise — auto-activates when locating cases, statutes, and procedural rules for litigation tasks
Synthesizes U.S. statutes, case law, and regulatory guidance into attorney-ready litigation research summaries with counterarguments and strategic implications.
Hukuki araştırma, içtihat tarama, mevzuat takibi, Yargıtay kararları ve hukuki makale yazımı.
Surface relevant case law, statutes, and regulatory frameworks for legal questions. Use when: find case law, legal precedent, statutory reference, regulatory framework, GDPR…
Generate a legal research memo with claim-level source verification, confidence flags, and primary-authority priority.
Analyze statutes, acts, and regulations section by section — deconstruct structure, parse definitions, classify operative verbs, map exceptions and conditions, assess penalty…
Research Lenny Rachitsky's archive of 349 newsletter posts and 289 podcast interviews for comprehensive, well-cited answers.
Gestalte einen kompletten Lesson-Study-Zyklus von der Forschungs-Frage durch kollegiale Planung zur Research-Lektion.
Save compact project-local lessons, prompt improvements, source blacklists/whitelists, and recurring failure modes after a task.
Use when after khipu has grouped LC-MS features into empirical compounds with inferred molecular formulas and adduct assignments.
UK legal research using the Lex API. Search UK legislation and legal provisions. Use when researching UK law, analysing statutory instruments, or grounding responses in…
Use this model doc whenever the user wants to run LG-GNN (Local-to-Global GNN) for fMRI phenotype prediction.
Cohesive Linear HoTT patterns for interaction entropy with diagram generation. Implements Schreiber's cohesive modalities (♯,♭,ʃ) and Riley's linear modality (♮) for…
Comprehensive libGDX cross-platform game development knowledge base covering project generation via gdx-liftoff, the rendering pipeline, Scene2D and Ashley ECS architecture, Box2D…
Query and manage Libra/DataTester A/B experiments — experiment details, traffic allocation, app lists, experiment listing, parameter-path experiment search, report metadata,…
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app.
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app.
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app.
Specialized agent for multi-repository analysis, searching remote codebases, retrieving official documentation, and finding implementation examples using GitHub CLI, Context7, and…
Research library documentation and API references using Context7 integration. Use when users ask about libraries, frameworks, packages, APIs, or need documentation for third-party…
Build, debug, or review Logseq plugins with the `@logseq/libs` SDK (TypeScript/JavaScript, iframe/shadow sandboxed).
Guide a private, adaptive life-design conversation and create an integrated Life Designer Pro Blueprint covering work, relationships, health, learning, creativity, community,…
Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data.
Guidance for managing R package lifecycle according to tidyverse principles using the lifecycle package.
Preprocessing and cleaning techniques for astronomical light curves. Use when preparing light curve data for period analysis, including outlier removal, trend removal, flattening,…
对已确认可行的 idea 制定极其详细的研究方案、实验设计与执行规划。当用户的 idea 已通过 m04 审查、需要把 idea 拆成可执行可复现的完整科研流程时使用。覆盖研究目标、技术路线、数据流程、实验/消融/敏感性/鲁棒性/显著性检验、时间安排、风险与备选，并保证全程可复现。
Automate LimeSurvey operations via RemoteControl 2 API. Use when: (1) managing surveys, questions, groups, or participants, (2) exporting responses or statistics, (3) sending…