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.
technical-decision-record
Use when making technical decisions, choosing technologies, or documenting architectural choices. Creates ADRs (Architecture Decision Records).
standup-formatter
Use when generating standup reports, daily updates, or team status summaries. Formats work activity into concise standup format.
domain-expertise-template
Template for creating domain expertise skills. Copy and customize for your specific domain.
code-review-preferences
Use when reviewing code, PRs, or discussing code quality standards. Applies team coding standards and review methodology.
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.
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.
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.
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.
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-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.
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-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.
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.
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.
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.
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.
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.
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.
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.
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.
handbook-writer
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pr-description-concise-markdown
Checks the internal consistency of a software project, fixes any issues found.
agent-zero-plugin-scan
Detailed steps to security scan an Agent Zero plugin.
busybox-on-windows
How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.
consistency-check
Checks the internal consistency of a software project, fixes any issues found.
dotnet-cli-fix-loop
Iterates on a .NET CLI project buildable with `dotnet build` until it builds and runs without errors.
gcp-batch-inference
Running batch inference on Google Cloud (also known as Vertex AI)
godot-documentation
Complete official Godot Engine documentation. Covers getting started guides, tutorials, API class reference, engine details, and community resources.
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.
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
doc-update
Update and clean up project documentation files (primarily .ai/features/, but also README.md, PROGRESS_TRACKER.md, CLAUDE.md, and other .md files). Use when user requests documentation cleanup, organization, or updates for any feature, module, or project documentation (e.g., 'update photo viewer docs', 'clean up README', 'organize documentation'). Removes code snippets, outdated details, and redundant information while preserving essential architectural decisions and technical context.
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
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.
angular-frontend
Build and implement Angular 18 standalone components, TypeScript services with Signals and RxJS, routing with guards, and Tailwind CSS styling for Photo Map MVP. Use when creating, developing, or implementing TypeScript components, services, guards, forms, HTTP calls, map integration (Leaflet.js), or responsive UI layouts with Tailwind utilities. 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)
vani-global-store
Create a tiny global store with explicit subscriptions
vani-jsx-setup
Configure and use JSX with Vani while keeping runtime behavior explicit
vani-spa-setup
Create a minimal Vani SPA root with explicit updates
vani-scheduling
Schedule explicit updates with microtasks and transitions
vani-forms-inputs
Handle forms and inputs with explicit updates and focus safety
vani-incremental-mount
Mount Vani components inside existing apps or DOM islands
vani-async-client-only
Use async components, fallbacks, and client-only islands
vani-keyed-lists
Build scalable lists with keyed rows and per-item updates
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