Research Sui DeFi TVL, protocols, and yield via DefiLlama. Use when the user wants Sui DeFi data, TVL, or protocol research.
Iteratively craft a CUSTOMER.md document that precisely defines your ideal customer profile (ICP). This is the foundational document from which everything else (product, features,…
Defines a testable hypothesis with clear success metrics and validation approach. Use when forming assumptions to test, designing experiments, or aligning team on what success…
Run applicable prioritization frameworks (RICE, ICE, MoSCoW, Weighted Scoring, Kano) against a list of features or initiatives.
Literature-grounded variable operationalization for observational research. Turns a data dictionary + research question into a citation-backed table of exposure/outcome/covariate…
Defines form field specifications including validation rules, error states, and submission behavior. Updates the "フォーム仕様" section in screen spec.md.
Filter degenerate, uninformative inputs before statistical tests: single-sequence alignments, empty files, constant features, zero-variance inputs, all-NaN columns.
De-identify clinical research data before LLM-assisted analysis. Standalone Python CLI detects PHI via regex + heuristics with 10 country locale packs (kr, us, jp, cn, de, uk, fr,…
Delegate tasks to OpenSpace — a full-stack autonomous worker for coding, DevOps, web research, and desktop automation, backed by an extensive MCP tool and skill library.
Исследование спроса и семантики: анализ упущенного спроса, сезонный прогноз бюджета, каннибализация ключевых, верификация интента.
Use when defending the research design of a Demography (PAA / Duke University Press) manuscript — choosing among demographic methods (life tables, decomposition,…
統一 dep 升級入口 — 依輸入分兩個 mode。(1) 在 consumer cwd 無參數觸發 → § Outdated batch mode：跑 pnpm outdated 後逐 pkg 派 codex 在 worktree 升版 + 驗證 + commit + 失敗升 high research。(2) 在 clade home 給…
Deep multi-source research combining academic MCPs (arxiv, semantic-scholar, paper-search, deepwiki), Exa semantic search, and local ~/.topos knowledge base.
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…
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.
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…
Generates structured experimental designs (factorial, response surface, Taguchi) to systematically discover how multiple factors affect outcomes while minimizing experimental…
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…
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.
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…
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.
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.
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.
Execute the feature development workflow for complex, multi-session features. Use when starting new features, architecture changes, refactoring projects, or any work requiring…
Transform idea or brainstorm output into a prioritized web feature plan with optional codebase/Context7/web research.
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test util — from…
Validation E2E parallela con Agent Team: test API e browser eseguiti simultaneamente in worktree separati.
Structured development workflows using /brainstorm, /write-plan, and /execute-plan patterns. Transform ad-hoc conversations into systematic project execution with…
Invoke DEVCOM_RESEARCH for deep research, cross-disciplinary analysis, and novel problem solving. Use when exploring cutting-edge concepts or investigating patterns that require…
Collect improvement insights from UI/UX reviews, document research, or external references, convert confirmed items into development requirements.
Use when creating a new contribution (analysis, experiment, dataset, software, reproduction) or regularizing a draft folder into badge compliance with its LaTeX report.
Develop a gas chromatography method from scratch: define analytical objectives, select column chemistry, optimize temperature programming, choose carrier gas and detector, and…
Develop a high-performance liquid chromatography method: define separation goals, select column chemistry and mobile phase, optimize gradient and flow conditions, choose the…
SEO strategy for technical queries and developer audiences. Covers keyword research for "how to X in language" queries, error message SEO, Stack Overflow-style content, technical…
Complete Developer workflow orchestration - task research sequence, implementation flow, validation gates, PRD synchronization, exit conditions.