数据处理
数据转换、清洗与 ETL
clickhouse-io
affaan-m
ClickHouse数据库模式、查询优化、分析以及高性能分析工作负载的数据工程最佳实践。
golang-patterns
affaan-m
견고하고 효율적이며 유지보수 가능한 Go 애플리케이션 구축을 위한 관용적 Go 패턴, 모범 사례 및 규칙.
ito-training
affaan-m
Inspect the availability of ML training on a completed Itô compute booking and, when the canonical backend becomes available, hand off an explicitly confirmed training manifest. Use after ito-compute has booked GPU nodes and the user wants pre-training, fine-tuning, or RL on that metal. ECC implements no training stack of its own.
python-patterns
affaan-m
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications. Use when writing or reviewing Python code and idiomatic structure, typing, or PEP 8 is in question.
clickhouse-io
affaan-m
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. Use when writing ClickHouse schemas or queries, or when an analytical query is too slow.
debate-practice-coach
travisjneuman
Interactive debate and argument practice with structured feedback, counterargument generation, logical fallacy identification, and scoring rubrics. Use when preparing for debates, improving persuasion skills, or practicing argumentation.
battle-card-builder
travisjneuman
Competitive battle card creation for sales teams combining competitive intelligence, sales enablement, and document formatting. Use when building battle cards, competitive analysis decks, or win/loss analysis materials.
markitdown
ynulihao
"Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more."
arboreto
Microck
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.
analyzing-financial-statements
Microck
This skill calculates key financial ratios and metrics from financial statement data for investment analysis
auth-implementation-patterns
Microck
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.
applying-brand-guidelines
Microck
This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging
creating-plugins
emdash-cms
Create EmDash CMS plugins with hooks, storage, settings, admin UI, API routes, and Portable Text block types. Use this skill when asked to build, scaffold, or implement an EmDash plugin, or when creating plugin features like custom block types, admin pages, or content hooks.
python-econ-computing
brycewang-stanford
Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis
data-fetcher
brycewang-stanford
Fetch economic data from FRED, World Bank, BLS, OECD, and Yahoo Finance
causal-inference
brycewang-stanford
Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects, counterfactuals, difference-in-differences (DiD), synthetic control, regression discontinuity (RDD), interrupted time series (ITS), instrumental variables (IV), propensity scores, DAGs, causal graphs, confounders, backdoor criterion, do-calculus, interventional distributions, pm.do(), pm.observe(), CausalPy, DoWhy, mediation analysis, refutation, sensitivity analysis, parallel trends, placebo tests, or any question of the form "does X cause Y" or "what is the effect of X on Y."
plugin-heavy-dep
oh-my-dsh
Use when adding a heavyweight browser dependency (diagram/chart renderers like mermaid, code editors, big wasm-adjacent libs) to a lightweight DSH Web plugin that must stay small, when wiring a lazy-loaded chunk through a host route, when the lazy import intermittently fails or falls back, or when rendering untrusted markup (SVG/HTML) produced by such a dependency.
storyforge-plugin-author
yuanbw2025
Develop, package, maintain and prepare distribution of independent StoryForge plugins using its public SDK. Use for StoryForge feature, content or bundle packages, not for editing a manuscript or installing skills into StoryForge's AI runtime.
coding-standards
ludo-technologies
Python coding standards and best practices for AI coding agents
x-writer
ognjengt
Creates viral X (Twitter) posts using proven formats, post templates, and creator voice matching. Use when user needs engaging, high-performing posts for X/Twitter.
architecting-data
ancoleman
Strategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches (dimensional, normalized, data vault, wide tables), data mesh principles, and medallion architecture patterns. Use when architecting data platforms, choosing between centralized vs decentralized patterns, selecting table formats (Iceberg, Delta Lake), or designing data governance frameworks.
hook-developer
parcadei
Complete Claude Code hooks reference - input/output schemas, registration, testing patterns
data-cleaning
brycewang-stanford
Clean and transform messy data for analysis in Python, R, or Stata
codebook-pass
brycewang-stanford
调查数据清洗Skill。处理调查数据（CGSS/CHIP/CSS等）时的标准化清洗流程，包括缺失值处理、变量编码统一、数据异常值检测。触发词：数据清洗/调查数据/codebook/数据清洗流程/问卷数据处理