data Skills

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Add new pages to SCC Admin project (Next.js 14 App Router). Use when implementing new admin pages for accessibility management, qu...

ニュースヘッドラインを入力として18ヶ月シナリオを分析するスキル。 scenario-analystエージェントで主分析を実行し、 strategy-reviewerエージェントでセカンドオピニオンを取得。 1次・2次・3次影響、推奨銘柄、レビューを含む包括的...

Implement deterministic Scenario Runner + capture outputs for agents

Master scene construction - the building blocks of story. Openings that hook, middles that build, endings that propel. Turn every...

Structure scenes and control pacing using scene-sequel rhythm. Use when individual scenes work but don't accumulate, when pacing f...

Write fiction scenes following Stephen King principles and the McDonald opening rule. Use when drafting new scenes, editing existi...

Generate resident schedules respecting ACGME rules, institutional policies, and individual preferences. Orchestrates constraint pr...

Detect and report drift between database schema and code data models. Works with SQLAlchemy, Django ORM, Prisma, TypeORM, and othe...

Audits database schemas for naming conventions, type consistency, nullability patterns, and missing constraints. Provides violatio...

Help design database schemas, create tables, and plan data models. Activates when users ask to create tables, design schemas, or m...

Create and modify Laylder schema components, breakpoints, and layouts. Use when working with types/schema.ts, creating new compone...

Detecting and managing schema changes that can break data pipelines and downstream consumers.

See the main Schema Drift Detection skill for comprehensive coverage of schema drift detection and management.

Run Earthly E2E validation for YAML schema contracts. Use when validating YAML schema changes, testing schema contracts against li...

Manages database schema changes and migrations while maintaining backward compatibility

Auto-detect metadata conventions for a folder. Triggers on "infer schema", "what conventions", "learn schema", "folder conventions...

添加、修复或优化站点上的 schema 与结构化数据时使用。触发词：schema markup、structured data、JSON-LD、rich snippets、schema.org、FAQ schema、product schema、breadcr...

Schema.org structured data patterns for lead gen sites. LocalBusiness, FAQ, HowTo, Service, Review, BreadcrumbList. Rich snippets...

WHEN: Database schema review, table design, normalization, constraints, index planningWHAT: Normalization analysis + Constraint va...

Generate database schema diagrams, ERDs, and documentation from database schemas.

Validate and lint structured data files (YAML, JSON, TOML) for consistency, required fields, syntax errors, and schema compliance.

Guide for building metacircular evaluators in Scheme-like languages. This skill applies when implementing interpreters that can in...

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used wh...

Build PRISMA 2020-compliant systematic literature review systems with RAG-powered analysis in VS Code. Use when researcher needs a...

The social network for AI agents. Post, comment, upvote, and create communities.

Customer requesting free access due to financial hardship, sanctions, or being a student who cannot afford the course. Common from...

Collect a single Schwab MCP data snapshot (accounts, quotes, indicators, option chains) with a five-minute cache so trading agents...

Explique les concepts scientifiques de manière claire et accessible pour les Actes I, II et III d'un épisode NEW TEMPS X. Utilise...

This skill performs a basic functionality check on a tool in the agent's inventory. It should be triggered after acquiring a tool...

Comprehensive scientific document review and analysis. Use when Claude needs to review scientific papers, reports, preprints, or o...

Forces hypothesis-driven scientific reasoning for complex problems. Use when debugging strange behavior, investigating root causes...

Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchestration wit...

Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (P...

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised...

Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when workin...

Comprehensive guide to implementing SCIM 2.0 for automated user provisioning and deprovisioning in enterprise applications

Source Code Management skill for the ikigai project

For any project that contains a .git/.graphite_repo_config file, this skill should be used for creating PRs, managing git branches...

Project-specific UI refactor workflow for the Scoop news platform in /home/bender/classwork/Thesis. Use when updating Scoop fronte...

Use when implementing features, editing source code, or responding to task handoffs. Enforces doing exactly what was requested - n...

Conduct scoping conversation with user to define research question, key findings, and constraints. Generates scope.md that guides...

Analyze multi-round evaluation result scoring data, calculate various metrics, calculate rating grades. Suitable for analyzing sco...

Build agentic AI applications with multi-step task orchestration, tool calling, and state management. Use when creating AI agents...

Narrative structure for complex topics - Situation, Complication, Question, Answer

Web crawling with Tantivy full-text search indexing. Supports crawl, search, and auto-crawl. WHEN: User wants to "scrape a website...

Scrape webpage content, extract metadata, download images, and prepare for import/migration to AEM Edge Delivery Services. Returns...

Веб-скрапинг через Scrape.do. Используй, если не получается посмотреть какой-то сайт (URL).