Turn one literature note into an experiment proposal. Reads the note + frontmatter, extracts the core claim or technique, and proposes an experiment that replicates, tests, or…
Research a codebase and create architectural documentation describing how features or systems work. Use when the user asks to: (1) Document how a feature works, (2) Create an…
Summarizing and visualizing data through measures of center, spread, shape, and position. Covers mean, median, mode, range, IQR, variance, standard deviation, percentiles,…
Use when when you have a trained BitterPredict classifier, a dataset of molecules with computed descriptors and known bitter/not-bitter labels, and want to understand which…
ZeeLin Deep Research 深度研究是一款 AI 驱动的专业研究辅助平台，支持一句话生成与多步骤生成，提供深度、专家两大研究路径。从快速信息梳理、系统分析到超万字专家报告全流程覆盖，依托多轮推理与多源数据整合，高效完成企业分析、市场洞察、招商研究等复杂任务，一站式提升研究效率与决策质量。 — from…
Paper-textured, print-inspired design with minimal colors, clean serif/sans typography, and tactile surface qualities.
Design an acoustic levitation system that uses standing waves to trap and suspend small objects at pressure nodes.
Design, implement, audit, and plan interface animation and motion systems. Use for animation reviews, motion audits, easing and duration decisions, gesture physics, transform…
웹소설의 큰 설계(전체 소설)를 수행하는 오케스트레이터. 부트스트랩+캐릭터 시트+플롯 훅 가이드를 생성한다. 자동 리서치(domain-researcher 서브에이전트)로 전문 분야 자료를 수집한 후 설계를 진행한다.
HTML-first hi-fi design skill: interactive prototypes, slide decks, animation demos, design variant exploration, visual direction advising, and expert critique.
Creates conceptual designs that illustrate design strategy and approach. Leverages research insights and design briefs to develop UI concepts, mood boards, and interactive…
Plan LLM fine-tuning and evaluation experiments. Use when the user wants to design a new experiment, plan training runs, or create an experiment_summary.yaml file.
Use when when you have microarray or RNA-seq expression data paired with phenotype/sample metadata describing experimental conditions, treatments, or group assignments, and you…
Design a reproducible model experiment with hypotheses, controls, baselines, metrics, budgets, provenance, artifacts, and stop conditions.
Generates structured experimental designs (factorial, response surface, Taguchi) to systematically discover how multiple factors affect outcomes while minimizing experimental…
Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization…
Use when applying or switching design styles across UI components - provides preset design systems with tokens, patterns, and guidelines for different aesthetic approaches from…
Research current UX/UI patterns for a visual product, generate five design concepts, select one, and publish a buildable [DESIGN_SPEC].
Conduct research and create design documents before implementation. Use when analyzing requirements, exploring solutions, creating architecture designs, or investigating codebase…
Create an end-to-end user journey map with stages, touchpoints, emotions, pain points, and opportunity areas.
Create one or more research-backed UX artifacts for a product or feature. Use when asked to define personas, map journey maps, structure information architecture, design…
Design or build a page, screen, landing page, website, app or UI from a request - the whole job, end to end.
웹소설의 작은 설계(25화 단위 세부 설계)를 수행하는 오케스트레이터. 세부 캐릭터 시트 + 세부 플롯 훅 가이드를 생성한다. 큰 설계 문서(부트스트랩, 캐릭터 시트, 플롯 훅 가이드)가 전제 조건. 자동 리서치(domain-researcher 서브에이전트)로 해당 아크의 세부 자료를 수집한 후 설계를 진행한다.
Generate and structure materially diverse solution concepts before selection. Use when asked to brainstorm, explore alternatives, map a design space, avoid premature convergence,…
Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate in a week", "rapid pr — from…
Acione quando o pedido envolver design de produto, UX/UI, criação ou evolução de design systems, especificação de componentes, fluxos de usuário, handoff design-dev ou operações…
Study design and validity review for radiology and medical AI research. Identifies analysis unit, cohort logic, leakage risks, comparator design, validation strategy, and…
Master expert in product design for complex systems with 10+ years of experience in data-driven systems, operational dashboards, and enterprise SaaS.
The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2 experimental), which is a substant — from…
The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2 experimental), which is a substant — from…
Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the us — from…
Use when a learner needs a systematic, research-backed method to build and retain a large working vocabulary in a target language
Suggestions for scoping and writing an Analytics Project Brief — the one-page artifact that defines problem, metrics, counter-metrics, stakeholders, methodology, success criteria,…
Use when designing a test plan for a distributed or stateful system — anything with persistence, replication, consensus, retries, idempotency, async messaging, multi-tenancy, or…
Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.
Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.
Turn Innovation PRDs into concrete experiment plans with explicit hypotheses, metrics, and evaluation methods for RAG quality, agents, and automation outcomes.
Structures observational study designs (cohort, case-control, cross-sectional) with bias mitigation strategies.
Design privacy-preserving analytics systems using differential privacy, k-anonymity, l-diversity, and t-closeness.
Designs a Replay Vision scanner that produces trustworthy observations: one visible question per scanner, a type chosen from the answer shape, a query that selects only sessions…
Evidence-grounded research with selectable depth and discipline. Use for any look-up, find-out, fact-check, or comprehensive investigation, including prior art and best practice…
Passive stop-signal for a research project — reads the synthesis matrix and memos by eye and reports whether the corpus has stopped changing the structure (theoretical sa — from…
Build the digest middle layer of a research project — the constructed-column synthesis matrix and analytic memos the pack previously lacked.
Start a stateful, multi-week research project — the lifecycle axis, orthogonal to the depth axis the `/research` skill carries.
Orient to the current desk-research project at a glance — reads overview.md and surfaces phase, working hypothesis, stop-signal verdict, and what to do next.
Synthesize a research project into its typed verdict and a self-contained governance brief. Triggers on project-lifecycle phrasing — \"synthesize the project\", \"write u — from…
Run a timeboxed desk-research sprint that ends with an answer instead of forty tabs — the question decomposition, the source plan by question type, the capture discipline that…
Detection, hunting, and hardening for container escape to the host (MITRE ATT&CK T1611 Escape to Host, Privilege Escalation; related T1610 Deploy Container and T1613 Container and…
Analyze a metric for statistical anomalies using z-score analysis and threshold checking. Detects spikes, drops, and trends. Use for proactive monitoring and early warning.
Detection and response methodology for XML External Entity (XXE) processing and out-of-band (OOB) callback abuse against XML-parsing web applications and APIs (MITRE ATT&CK T1190,…
Detect anomalies in metrics and time-series data using OPAL statistical methods. Use when you need to identify unusual patterns, spikes, drops, or outliers in observability data.
Detects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning
Performs statistical analysis of Zeek conn.log connection intervals to detect C2 beaconing patterns. Uses the
Apply David Deutsch's "hard-to-vary explanation" test to a theory, hypothesis, business strategy, scientific claim, or any explanatory story.
Apply David Deutsch's Principle of Optimism — all evils are caused by insufficient knowledge, and all problems are soluble unless forbidden by the laws of physics.
Extrair markdown limpo de páginas web usando Defuddle CLI — remove ruído (nav, ads, sidebars) para obter conteúdo técnico puro. Para uso do Analyst e UX em research.
Execute the feature development workflow for complex, multi-session features. Use when starting new features, architecture changes, refactoring projects, or any work requiring…
Build and maintain isolated DEV-only feature labs (demo/inspection routes that exercise one system in isolation).
Transform idea or brainstorm output into a prioritized web feature plan with optional codebase/Context7/web research.
Research the repository before coding. Use after PM readiness and before technical design to find relevant files, existing patterns, tests, APIs, migrations, constraints, prior…