В каталоге 183 730 навыков в 14 категориях.
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex ex...
Use for changes to numerical methods, statistical assumptions, validation targets, scientific figures, or interpretation...
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publicatio...
Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorb...
Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for...
Guide for choosing and creating scientific visualizations for publications and talks. Covers chart-type selection by dat...
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, si...
Create publication-ready scientific figures. Use when plotting analyzed results or preparing journal graphics.
研究 codex 使用 skill 生成 survey 這件事
用于生成可投稿级别图件的元技能。当需要创建期刊投稿图（如多面板布局、显著性标注、误差条、色盲友好配色，以及符合特定期刊格式要求，如 Nature、Science、Cell）时使用。该技能可统筹调用 matplotlib / seaborn...
Execute scientific visualization implementations — plots, figures, statistical charts.
Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchest...
Use when the user has a scientific draft (with its dataset, figures, and optional analysis code) and wants it iterativel...
Generate publication-ready methods sections, figure legends, supplementary tables, and data availability statements from...
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points)...
Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline covera...
Drafts, revises, and audits scientific manuscripts or reports with explicit evidence provenance, reporting-guideline cov...
Draft and revise scientific manuscripts. Use when improving paper structure, clarity, or technical argumentation.
Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONS...
This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted writ...
深度科研研究与写作工具的核心技能。用于撰写科学论文，采用完整段落形式（不使用项目符号列表）。采用两阶段流程：（1）使用 research-lookup 创建包含关键要点的章节大纲；（2）将大纲转换为连贯的学术行文。遵循 IMRAD 结构，支...
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible,...
Universal scientific thinking framework for rigorous inquiry across all domains - from engineering and data analysis to...
Standard data analysis - comprehensive statistical analysis (Sonnet-tier)
Advanced research - complex analysis and ML (Opus-tier)
Basic data analysis - fast exploratory analysis (Haiku-tier)
Futuristic HUD aesthetic — holographic overlays, tech-blue wireframes, data-visualization-ready interfaces.
Use when an existing academic manuscript must be adapted to a named journal, especially DOCX submissions requiring curre...
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ord...
Python library for biology: sequence manipulation (DNA/RNA/protein), pairwise/multiple alignment, phylogenetic trees (NJ...
生物数据工具包。序列分析、比对、系统发育树、多样性度量(alpha/beta, UniFrac)、排序(PCoA)、PERMANOVA、FASTA/Newick I/O，用于微生物组分析。
Geostatistical analysis with scikit-learn style API. Compute variograms, kriging interpolation, and spatial correlation...
Python image processing for microscopy and bioimage analysis. Read/write images, filter (Gaussian, median, LoG), segment...
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), un...
Machine learning: clustering, PCA/t-SNE/UMAP, classification, prediction regression (Ridge/Lasso/ensemble), cross-valida...
Supports machine learning in Python with scikit-learn. Applies when working with supervised learning (classification, re...
Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML p...
Master scikit-learn machine learning patterns including pipeline design, cross-validation, hyperparameter tuning, featur...
Use when choosing between or composing scikit-learn predictive workflows and statsmodels inferential models: estimand ve...
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill w...
Time-to-event modeling with scikit-survival: Cox PH (elastic net), Random Survival Forests, Boosting, SVMs for censored...
Managed scillm Paved Path execution. Provides strict contract-compliant tools for Text Batch, VLM, and Lean4 Proving. Us...
Comprehensive guide to implementing SCIM 2.0 for automated user provisioning and deprovisioning in enterprise applicatio...
Tweaks to the official pure cloud SDK that is now defunct
Orchestrate parallel scientist agents for comprehensive analysis with AUTO mode
SciPilot Skills 家族成员，负责科研数据可视化——但定位不是"画图工具"， 而是"可视化顾问"。先做数据剖析（列类型/样本量/分布/异常值/分组结构/相关性）， 再结合用户的论证目标推荐图型，主动拦截科研画图的经典错误（小样本...
SciPilot Skills 家族的学术论文写作与润色技能。用于中英互译润色、proofread、缩写/扩写、 英文或中文学术表达润色、逻辑检查、去 AI 味/humanize、Title/Abstract/Introduction/ M...
Scipy
Use scipy.optimize.curve_fit for nonlinear least squares parameter estimation from experimental data.
sciRED — Python package for interpreting scRNA-seq factor analysis via Poisson-GLM nuisance regression, PCA, varimax rot...
Analyze single-cell TCR and BCR data integrated with gene expression using scirpy. Use when working with 10x Genomics VD...
双路学术文献搜索技能 — Scite MCP（主路，Smart Citations + 全文搜索）+ Grok 4.20（辅路，推理式网络搜索）。用于学术调研、文献综述、论文查找、引用验证等场景。当用户要求搜索论文、文献、学术研究时，必须优...
Use when the user invokes `/scixz` or requests a coordinated, multi-stage medical-research workflow spanning multiple sp...
SCM workflow for Git operations (branching/merge/conflict/worktree) plus Conventional Commit execution.
Source Code Management skill for the ikigai project
Use when converting SCN-format records into XML for downstream EDirect or XML-based processing.
For any project that contains a .git/.graphite_repo_config file, this skill should be used for creating PRs, managing gi...
Manage Windows tools with Scoop manifests, buckets, and shims; troubleshoot package installation and download behavior.
Project-specific UI refactor workflow for the Scoop news platform in /home/bender/classwork/Thesis. Use when updating Sc...
Use when installing or configuring the R package scop, running scop::PrepareEnv, repairing scop_env Python dependencies,...
프로젝트 생성 이전 단계에서 요구사항·리서치를 바탕으로 프로젝트 범위산정(기능 목록·MoSCoW 우선순위·공수 추정)과 기술스택 확정(사용자 승인 게이트)을 수행하고 SCOPE 문서를 생성한다. 코드는 만들지 않는다...
Hard-block edits outside declared frozen directories via PreToolUse hook.
Define the scope and plan for an accessibility audit
This skill should be used when a task needs its scope contract written or changed, for example "define scope", "write ac...
Exploratory workflow for understanding problem spaces and drafting feature proposals, refactorings, or complex bug-fixes...
Turn ideas into clear, buildable specs for AI tools or stakeholder review. Use when starting features, planning projects...
Analyze project structure, architecture, tech stack, and existing Claude Code configuration. Use when starting the dream...
Decompose an accepted ADR into GitHub issues using the issue-creator tool.
Block A of the harness workflow. Turns one GitHub issue into a single approved plan (gate G1). Invoke as /scope <issue>...
Assess a new customer request against agreed scope, trade-offs and ownership. Use when an engagement expands or a custom...
Use this to turn a design into a set of small, atomic, achievable tasks that are ready for execution
Decide whether a request is scope creep — "is this in scope", "is this scope creep", "should I push back on this client...
Parse HackerOne / Bugcrowd / Intigriti scope into a structured asset list with in-scope, out-of-scope, and excluded-vuln...
Trigger: scope analysis, target boundary discovery. Delimit class/package/module scope.
Analyze a problem, plan the fix, execute with verification. Use when tackling a non-trivial bug, feature, or refactor th...
Design a scope and sequence showing vertical and horizontal curriculum coherence across a programme or year. Use when bu...
Scope creep check — current scope versus the original plan. Flags additions, quantifies bloat, recommends cuts. 'Any sco...
Analyze a feature or sprint for scope creep by comparing current scope against the original plan. Flags additions, quant...
Compare a feature or sprint with its approved scope and report scope creep and recommended cuts.
Use when determining which repositories or files a task affects. Distinguishes between target repos (where changes happe...
范围蔓延检测技能。比对 Story 原始范围与实际实现，识别未经授权的额外功能、范围收缩与隐式需求扩张，输出偏差报告。
Review test cases for Scope and Claims handling. Covers openid scope requirement, standard scopes (profile, email, addre...
This skill should be used when the user mentions "scope", "MVP", "minimum viable", "too much", "overwhelmed", "where do...
Anti-scope-creep skill. Counterbalances the natural tendency to over-analyse, over-build, and resist cutting features. F...
功能範圍確認工具. Use for: (1) 測試/實作/需求不一致時的範圍確認, (2) 功能邊界不清時的澄清, (3) 防止範圍蔓延
Use when fixing a bug, a regression, or a confirmed review finding. Also use it when the user says "fix this bug", "it i...
Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad pull requests, changes that gre...
Reviews proposed features, requirements, tasks, or enhancements against an agreed project goal and classifies each as re...
Handle scope creep on client work without torching the relationship — classify the ask against the agreement, respond wi...
Define and document the boundaries, inclusion/exclusion criteria, and acceptance conditions for pilot tasks and delivera...
Use when implementing features, editing source code, or responding to task handoffs. Enforces doing exactly what was req...
Use when about to send a request to, scan, enumerate, exploit, or otherwise interact with any host, IP, URL, or asset —...
Scope enforcement system for Claude Code workflow in this application. Covers scope.json configuration, path validation,...