ag-skill-creator
Creates and evaluates Agent Skills following the official specification. Use when the user wants to create a new skill, scaffold a skill directory, evaluate or validate an existing skill, or needs guidance on skill structure and format.
cp-skill-creator
Creates and evaluates Agent Skills following the official specification. Use when the user wants to create a new skill, scaffold a skill directory, evaluate or validate an existing skill, or needs guidance on skill structure and format.
daily-news
Generate daily design inspiration & novel things report. Use when user asks for 'design news', 'design daily', 'design inspiration', '设计日报', '设计灵感', 'デザインニュース', 'what's new in design', 'novel products', '新奇事物'. Aggregates from Dribbble, Awwwards, Product Hunt, Behance, design influencers on Twitter, and more.
code-standards
Setup universal code quality standards in your project. Use when the user wants to generate coding standards files (CLAUDE.md, AGENTS.md, GEMINI.md, etc.) or mentions 'code standards', 'code review setup', or similar intent in any language.
env-sync
Sync .env files from git root repository to worktrees. Use when asked to sync env, copy env, environment file, or when working in a git worktree that is missing a .env file. Automatically detects missing .env in worktrees.
ship
Commit, push, and create a PR in one step. Use when the user says 'ship', 'ship it', '/ship', '提交PR', '发PR', or wants to commit + push + create a pull request in a single action.
video-downloader
Download videos using yt-dlp. Use when user asks to download video, download audio, download subtitles, or provides a video URL from YouTube, Bilibili, Twitter, etc.
business-news-research-coordinator
Lead coordinator that orchestrates 5 news scraper agents in parallel to gather headlines from 15 top business news websites
webpage-screenshotter
High-resolution Playwright-based screenshot capture skill that takes full-page screenshots of any URL with optimized settings for quality and reliability
twitter-poster
Posts business news, reports, and insights to Twitter/X with intelligent formatting, thread support, and media attachments
slack-poster
Posts intelligent, topic-analyzed business news to Slack channels using threaded messages. Groups stories by themes and provides big-picture insights.
industry-research
Comprehensive industry research skill providing methodologies, frameworks, and best practices for analyzing industry trends, key companies, market dynamics, and industry-specific developments across consumer, tech, healthcare, and finance sectors
example-skill
An example skill demonstrating the basic structure. Use when user asks about examples or templates.
standup-formatter
Use when generating standup reports, daily updates, or team status summaries. Formats work activity into concise standup format.
code-review-preferences
Use when reviewing code, PRs, or discussing code quality standards. Applies team coding standards and review methodology.
technical-decision-record
Use when making technical decisions, choosing technologies, or documenting architectural choices. Creates ADRs (Architecture Decision Records).
domain-expertise-template
Template for creating domain expertise skills. Copy and customize for your specific domain.
maintain-data-structures
Comprehensive reference documentation for all data structures in the VRP toolkit project. Use when needing to understand data structure definitions, attributes, formats, or representations to avoid repeatedly reading code. Covers Problem layer (Instance, Solution, Node), Algorithm layer (Solver, Operators, ALNS), Data layer (OSMnx, distance matrices), and runtime formats (routes as lists, time windows as tuples).
manage-skills
Manage and maintain VRP Toolkit skills through compliance checking, audit tracking, and documentation synchronization. Use when (1) adding or modifying skills, (2) checking skill compliance with project standards, (3) auditing SKILLS.md vs skills directory consistency, (4) recording skill changes to SKILLS_LOG.md, or (5) performing periodic skill health checks. Ensures skills stay independent, under 500 lines, properly structured, and well-documented.
update-migration-log
Log migration details to MIGRATION_LOG.md only. Use after completing a file migration to record details, issues, and solutions. Does NOT modify CLAUDE.md or TASK_BOARD.md - those are managed by other skills. Focused solely on maintaining detailed migration history.
maintain-architecture-map
Maintain system architecture documentation (ARCHITECTURE_MAP.md) showing module structure, data flows, and entry points. Use this skill when architecture changes, modules are added, or system overview needs updating.
manage-python-env
Quick reference for uv (fast Python package manager) operations to save tokens. Use when creating virtual environments, installing packages, managing dependencies, or when user asks about uv commands. Provides concise patterns for Python project setup and package management.
migrate-module
Migrate Python modules from SDR_stochastic research code to vrp-toolkit architecture. Use when migrating files from the old codebase structure to the new three-layer architecture (Problem/Algorithm/Data layers), refactoring paper-specific code into generic implementations, or converting research notebooks into educational tutorials.
update-task-board
Manage TASK_BOARD.md by reading project logs and synchronizing task status. Use when tasks are completed, when progress is made, or when needing to sync task tracking. Reads MIGRATION_LOG.md, DEBUG_LOG.md, GIT_LOG.md to assess actual progress and updates TASK_BOARD.md accordingly. Does NOT modify CLAUDE.md or MIGRATION_LOG.md.
create-tutorial
Create high-quality, progressive learning tutorials for VRP Toolkit. Use when the user requests creating tutorials, educational content, or learning materials for any VRP toolkit feature (problem creation, algorithm implementation, data generation, visualization, etc.). This skill ensures tutorials follow best learning practices with progressive disclosure, hands-on examples, and clear explanations.
create-playground
Create and maintain the interactive Streamlit playground for learning VRP-Toolkit through hands-on exploration. Use this skill when adding playground features, integrating new algorithms, or enhancing the learning experience.
git-log
Generate appropriate commit messages and maintain git log documentation. Use when preparing to commit changes, reviewing git history, or maintaining project change documentation. Provides commit message generation, git log maintenance, and quick command reference.
build-session-context
Build concise session context by extracting key information from project logs (CLAUDE.md, TASK_BOARD.md, MIGRATION_LOG.md, DEBUG_LOG.md, GIT_LOG.md, SKILLS_LOG.md) to provide token-efficient project status. Use when beginning work, returning after break, or needing quick project overview without reading full files.
integrate-playground
Systematic workflow and API reference for integrating Streamlit playground with vrp-toolkit modules. Use when developing playground features, connecting UI to vrp-toolkit APIs, or encountering API signature mismatches. Provides interface mapping table, contract test integration, and troubleshooting guide to avoid token-intensive source code exploration.
integrate-road-network
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.
log-debug-issue
Log problems, bugs, and debugging processes with solutions. Use when encountering issues during development, debugging problems, or documenting solutions for future reference. Maintains DEBUG_LOG.md with structured problem-solution entries.
silent-cli
Environment variables and parameters for running command line programs reliably in non-interactive environments (unattended). Includes silent modes, color/disable TTY, and reduced output options for 155 CLI tools.
stabilization-loop
Stabilizes a software project by repeatedly running and testing it in a loop, fixing any issues.
python-guidelines
Guiding principles for writing clear, concise, human readable and maintainable Python code.
recursive-language-model
Recursive Language Model workflow for processing documents that exceed context window limits. Uses a persistent Python REPL and subordinate agents to chunk, search, and analyze large context files.
safe-commands
Collection of safe, read-only CLI commands for 149 tools. Environment variables and parameters for running command line programs reliably without modifying system state. Includes query-only modes, dry-run options, and non-destructive alternatives.
consistency-check
Checks the internal consistency of a software project, fixes any issues found.
gcp-batch-inference
Running batch inference on Google Cloud (also known as Vertex AI)
dotnet-cli-fix-loop
Iterates on a .NET CLI project buildable with `dotnet build` until it builds and runs without errors.
busybox-on-windows
How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.
agent-zero-plugin-scan
Detailed steps to security scan an Agent Zero plugin.
godot-documentation
Complete official Godot Engine documentation. Covers getting started guides, tutorials, API class reference, engine details, and community resources.
handbook-writer
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pr-description-concise-markdown
Checks the internal consistency of a software project, fixes any issues found.
compare-docs
Compares two documents (docx, md, txt, pdf) to identify substantive differences, focusing on financial data, key clauses, and statistical discrepancies. Generates a formatted comparison report. Use when the user asks to "compare documents", "check differences between files", "find discrepancies", "比对文档", "查看差异", "比较实质性差异", or "核对合同".
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Project Planning for Photo Map MVP
Break down, design, and structure features into implementable tasks for Photo Map MVP. Use when planning new features, creating user stories, defining API endpoints, structuring implementation phases, organizing project tasks, or designing feature breakdowns.
Frontend Verification & Testing
Verify and test Angular 18 frontend changes using Chrome DevTools MCP. Automatically check console errors, network requests, and visual rendering after implementing tasks or when fixing UI bugs. Use when creating components, debugging visual issues, validating API integration, or ensuring UI requirements are met. File types: .ts, .html, .css, .scss
spring-boot-backend
Build and implement Spring Boot 3 backend with Java 17 - REST APIs, JPA entities, services, repositories, security (JWT), and database migrations for Photo Map MVP. This skill should be used when creating, developing, or implementing *.java files, backend endpoints, business logic, database entities, DTOs, authentication, or API error handling. File types .java, .xml, .properties, .yml, .sql (project)
code-review
Review, analyze, and inspect code for Photo Map MVP project following Spring Boot, Angular 18, and shared project conventions. Check security, performance, naming, testing, and MVP scope compliance. Use when reviewing pull requests, conducting code audits, analyzing code quality, inspecting Java or TypeScript files, or ensuring quality before commits. File types: .java, .ts, .html, .xml, .properties, .css, .scss
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