Performs keyword research using SEMrush API v3 with domain analytics, keyword difficulty scoring, and SERP feature detection.
北师大版高中生物同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_biology_bs_textbook_sync.run.
高中生物快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_biology_quick_practice.run.
人教版高中生物同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_biology_rj_textbook_sync.run.
鲁科版高中化学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_chemistry_lk_textbook_sync.run.
高中化学快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_chemistry_quick_practice.run.
人教版高中化学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_chemistry_rj_textbook_sync.run.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
北师大版高中数学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_bs_textbook_sync.run.
高中数学快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_quick_practice.run.
人教A版高中数学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_rja_textbook_sync.run.
人教B版高中数学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_rjb_textbook_sync.run.
鲁科版高中物理同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_physics_lk_textbook_sync.run.
高中物理快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_physics_quick_practice.run.
人教版高中物理同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_physics_rj_textbook_sync.run.
Access research-grade sensor data using SensorKit. Use when reading ambient light levels, accelerometer data, rotation rates, device usage patterns, keyboard metrics, or media…
Use when writing a SenSys Response to Reviewers for a resubmission — treating the reviews as a required-changes contract, mapping each blocking concern to a specific change and…
Use when designing or auditing a SenSys evaluation — energy and low-power measurement with a named instrument, real-testbed and deployment realism, honest sensor ground truth,…
Full Sentry SDK setup for Elixir. Use when asked to "add Sentry to Elixir", "install sentry for Elixir", or configure error monitoring, tracing, logging, or crons for Elixir,…
Identify Sepsis-3 patients in MIMIC-IV using the consensus definition (SOFA >= 2 + suspected infection). Use for sepsis cohort studies, outcome research, or quality metrics.
Calculate sequence statistics (N50, length distribution, GC content, summary reports) using Biopython.
Calculate sequence statistics (N50, length distribution, GC content, summary reports) using Biopython.
Multi-step reasoning engine for complex analysis and systematic problem solving. Use when: (1) Complex debugging scenarios with multiple layers, (2) Architectural analysis and…
Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification.
[AI & Tools] Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification.
헤르만 바빙크(Herman Bavinck, 1854-1921)의 신학을 토대로 설교 주제를 개발하고 깊이 있는 메시지를 형성하도록 돕는 코칭 스킬. 바빙크의 마그눔 오푸스 『개혁교의학(Reformed Dogmatics, 4권, Baker Academic 2003-2008 / 원작 Gereformeerde…
Extracts high-signal SERP features from SerpAPI responses, including `answer_box`, `knowledge_graph`, `related_questions`, and `organic_results`.
Builds structured research datasets by querying SerpAPI Google Search, Google Scholar, and Google News endpoints.
Automates academic research using the SerpAPI Google Scholar endpoint. Extracts citation graphs, h-index data, and co-author networks for literature reviews.
SerpBear is an open-source, self-hosted search engine position tracking application. It lets you monitor unlimited keyword rankings in Google with email notifications, a built-in…
\"Show status of connected MCP servers and debug session statistics. 顯連接MCP伺服器狀態及除錯統計。 Use when: check mcp status, list connected servers, mcp session stats, show server health,…
세션 plan을 읽고 발표 재료 리서치를 수행해 materials/에 저장
Execute work session initialization routine at conversation start. Identifies new skills, researches improvements for existing skills, and updates skill library.
Use when orchestrating multiple Claude Code sessions that talk to each other by name — session-to-session handoff, parallel sessions (e.g.
Use when after computing activity scores for a collection of metabolite sets (pathways, GNPS Molecular Families, or MS2LDA Mass2Motifs) from intensity and annotation data.
Implement machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics, and artifacts.
Interactive workflow to set up agent simulation experiments end-to-end. Creates tasks, selects or creates environments, builds the experiment, configures signals, and optionally…
Instala e verifica o stack de pesquisa completo, medindo o tempo de cada etapa. Use quando o usuário instalar este plugin pela primeira vez, pedir para configurar o ambiente de…
Generates comprehensive cluster statistics and visualizations for Seurat objects, including dimension reduction plots, gene expression visualizations, cluster quality metrics, and…
Use when defending the research design of a Social Forces (SF) manuscript — causal identification for quantitative work, formal demographic design, case selection and process…
Esegue il challenge pass prima di implementare, come lo definisce docs/development/RESEARCH.md — osserva il sistema reale, ricostruisce la decisione esistente, confronta peer per…
Manage shadcn/ui components using MCP tools. Use when user needs to: (1) Add new shadcn components to a project (2) Build complex UI features requiring multiple components (3)…
Run a 5-voice data-science governance council on an ML artifact reference. Data Steward (drift), Model Validator (calibration), Fair-ML Auditor (EEOC 80% rule, always blocks on…
Context window hygiene for long-running LLM agents. Decision rules for when and how to compress, mask, switch, or delegate context — backed by research (JetBrains/NeurIPS 2025,…
Use when an agent should remember to ask Shellbrain for targeted recall at task start, subproblem changes, repeated failures, hypothesis changes, or closeout.
Use when Codex should get up to speed in any repo with the installed shellbrain CLI, or when work shifts to a new surface, repeated failure suggests prior memory may help, a…
Use after /shep-kit:research to create implementation plan and task breakdown. Triggers include "plan", "implementation plan", "break down tasks", "create tasks", or explicit…
Use after /shep-kit:new-feature to analyze technical approach, evaluate libraries, document decisions.
Autonomous pipeline monitor using sense-think-act loop. Watches snakemake/nextflow jobs, detects errors, applies fixes from memory, restarts on failure.
Five-phase umbrella playbook for an initiative shepherd. Dispatches to phase-deep skills (Research, PoC, Scoping, Implementation) at the right moment.
Investigador de mercado, competencia e ideación (inspirado en Sherlock Holmes). Deduce patrones de uso, vacíos de mercado y genera el artefacto `artifacts/market_research.md`.
Sherlock Holmes methodology for solving complex problems and finding truth through systematic observation and deduction
Turn the operator's one-line product hypothesis into the 8 ship-day blocks from `workflows/ship-a-product-in-a-day.md` — night-before frame, domain + repo, skeleton, forms +…
Use when running any multi-step Shipyard workflow under Codex — build, audit, plan, ship, review, research, or map.
Use when conducting domain research, evaluating technology options, investigating ecosystem choices, or gathering knowledge for a development phase under Codex.