This skill should be used when integrating OpenAI Agents SDK with FastAPI, building message arrays from database history, running agents with MCP tools, parsing tool calls, executing them, and saving conversations to the database.
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →This skill should be used when integrating OpenAI Agents SDK with FastAPI, building message arrays from database history, running agents with MCP tools, parsing tool calls, executing them, and saving conversations to the database.
Integrate real-world street networks into VRP problems using OpenStreetMap data. Use when loading real map data, creating instances from actual locations, computing network-based distances, or building tutorials with real-world scenarios. Guides through installation, loading areas, extracting nodes, computing distance matrices, and creating PDPTW instances from map data.
Integrate changes and verify system-wide compatibility
Unified Plurigrid ASI skill combining ACSets, Gay-MCP colors, bisimulation games, world-hopping, glass-bead synthesis, and triad interleaving for autonomous skill dispersal.
Design and implement robust integration patterns for connecting services, databases, and external systems. This skill encompasses RESTful and GraphQL API design, database connection management, event-
Creates intuitive user experiences through feedback patterns, microinteractions, and accessible interaction design. Use when designing loading states, error handling UX, animation guidelines, or touch interactions.
Lafont's interaction nets for optimal parallel λ-reduction. Graph rewriting
Build multi-level interactive CLI menus for bash scripts
Interactive states for UI elements - hover, active, focus, disabled, loading. Use when implementing button states, form field states, or interactive feedback.
Create interactive HTML plots with plotly and bokeh for exploratory data analysis and web-based sharing of omics visualizations. Use when building zoomable, hoverable plots for data exploration or web dashboards.
Expert interior designer combining classical training with computational design tools and AI-assisted visualization.
Transform raw or transcript-like text into a polished Markdown document for internal sharing. Use when the user provides a text file (any mix of zh_tw, zh_cn, or en) and wants sentence repair, structured headings, concise paragraphs, a 3–7 bullet summary, and an Action Items section when tasks are mentioned.
The "Keeper of the Flame" strategy is a high-agency approach to internal product development. It requires maintaining optimism "bordering on delusion" to transform a fragile idea into a company-wide p
AI-led stakeholder interviews using LLMREI research-backed patterns. Conducts structured interviews to elicit requirements through context-adaptive questioning, active listening, and systematic requirement extraction.
Auto-update synthesis documents after interview analysis. Use after video-transcript-analyzer creates a new interview analysis file.
Writes an engaging introductory paragraph or section for a book or chapter based on a provided topic or outline.
Organize and manage invoices with OCR extraction, categorization, and expense tracking
Organize, categorize, track, and manage invoices systematically with automated extraction of invoice data, payment tracking, and financial organization. Use when processing invoice uploads, extracting invoice details (date, amount, vendor), categorizing expenses, tracking payment status, organizing receipts, generating financial reports, or building accounting and bookkeeping systems.
Use when designing iOS interfaces, implementing accessibility (VoiceOver, Dynamic Type), handling dark mode, ensuring adequate touch targets, providing animation/haptic feedback, or requesting user permissions. Apple Human Interface Guidelines for iOS compliance.
Apply iOS/SwiftUI design principles following Apple Human Interface Guidelines when building any iOS UI component. Only execute this when the current project is an iOS project and involves UI-related work. Use this skill for SwiftUI views, UIKit components, or iOS app development. Ensures HIG compliance with Clarity, Deference, and Depth principles, system colors with Dark Mode support, 8pt grid spacing, SF Pro typography with Dynamic Type, and native iOS interaction patterns. Prevents common anti-patterns like fixed text sizes, Dark Mode neglect, and Safe Area violations.
Analyzes iron condor credit spreads with OTM put and call spreads for range-bound trading. Requires numpy>=1.24.0, pandas>=2.0.0, matplotlib>=3.7.0, scipy>=1.10.0. Use when expecting sideways price action, want to collect premium in high IV, analyzing range-bound opportunities, or implementing neutral income strategies on stocks with defined trading ranges.
**Version:** 1.0.0
Execute the core development workflow for a single, atomic GitHub issue within the SynthesisFlow methodology. This skill ensures all necessary context is loaded before any code is written, work is iso
Extracts Issue ID from the current branch name. Use this skill when you need to determine the Issue number associated with the current work context.
Issue作成・分類・管理のガイドライン、テンプレート、ラベル運用、ライフサイクル管理を定義する。Issue作成時、バグ報告時、タスク管理時、またはユーザーがIssue、バグレポート、タスク管理、ラベル運用、Issueテンプレートに言及した際に使用する。
Show current work status
What should this skill be called?
Create standalone work items (TASK, BUG, or SPIKE) with AI-assisted type detection. Use when you need to track work that needs doing, exploration needed, or something broken.
Discover and manage indie games on itch.io, track jams, and support creators
Drupal development and security patterns from Ivan Grynenko's cursor rules. Covers OWASP Top 10, authentication, access control, injection prevention, cryptography, configuration, database standards, file permissions, and more.
Master Maven and Gradle - build configuration, dependencies, plugins, CI/CD
Use when Java Streams API for functional-style data processing. Use when processing collections with streams.
This skill should be used when the user asks to search/send/draft email, check calendar, create events, schedule meetings, find/upload/share Drive files, read/edit Google Docs, read spreadsheet data, send texts/iMessages, send WhatsApp messages, send Signal messages, check messages, or create reminders. Manages Gmail, Google Calendar, Google Drive, Google Docs, Google Sheets, iMessage, WhatsApp, Signal, and Apple Reminders.
Provides comprehensive guidance for Jenkins CI/CD including pipeline creation, job configuration, plugins, and automation. Use when the user asks about Jenkins, needs to set up CI/CD pipelines, configure Jenkins jobs, or automate build and deployment processes.
Convert Jenkins pipelines (Jenkinsfiles) to GitHub Actions workflows. Use when migrating CI/CD from Jenkins to GitHub Actions, or when user provides a Jenkinsfile and wants a GHA workflow.
Jujutsu (jj) version control, load skill when hook output shows vcs=jj-colocated or vcs=jj in the system-reminder.
Analyzes Job Descriptions (JD) to extract keywords, required skills, and company culture context.
Analyze job postings for requirements, culture, and values - outputs structured analysis matching lexicon categories for comparison and gap analysis
Show current work status (active increments, progress) and background jobs (imports, cloning). Even with no jobs, shows increment summary and helpful context.
name: John the Ripper Password Cracking
Configuration file parsing patterns for bash scripts (INI, key=value, JSON)
Provides Jobs-to-be-Done and psychographic research frameworks for brand identity work. Auto-activates during brand positioning, voice development, messaging, and strategy phases. Use when discussing target audience, customer research, JTBD, jobs to be done, four forces, push pull anxiety habit, emotional jobs, social jobs, functional jobs, limbic types, VALS segments, psychographics, or customer motivations.
Evaluate any item using CYNIC's 25-dimension judgment system. Use when asked to judge, evaluate, assess, rate, score, or analyze the quality of code, tokens, decisions, patterns, or any content. Returns Q-Score (0-100), verdict (HOWL/WAG/GROWL/BARK), and dimension breakdown.
Install Jina AI MCP for web scraping. Use when user needs Jina Reader for URL content extraction.
Best practices for Windows Batch scripts (.bat). Covers encoding, path handling, variables, error management, and common pitfalls.
Complete markdown guide for Universal Notion Uploader. Covers 14 element types (headings, callouts, highlights, toggles, embeds, columns, databases), upload modes, and API constraints.
Check which Claude skills are loaded globally and project-level. Displays loaded skills by category (Hostinger, Anthropic, custom), counts, and helps troubleshoot missing skills.
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自動化安裝 Kubernetes 叢集的 AI Agent Skill