Use when onboarding developers to an unfamiliar codebase, documenting a complex architectural flow across multiple files, or creating guided walkthroughs for code reviews. Generates VSCode CodeTour JSON files with progressive disclosure — starting from high-level architecture and drilling into implementation details. Domain: Documentation, Onboarding. Level: Intermediate. Tags: code-tour, onboarding, walkthrough, documentation, progressive-disclosure, vscode.

Creates or updates `docs/<artifactId>.md` based on the existing project

Guide for using the `arc42-mcp-server` MCP server to create and maintain architecture documentation following the proven [arc42 template](https://arc42.org/). The server provides 6 tools, supports 11

End-of-session wrap-up. Updates docs, runs lint/tests, builds productivity report, and commits — all aligned with Documents/Process/DefinitionOfDone.md. Use as the last step before opening a PR.

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Canonical GitHub issue execution route after plan approval — strengthened resource intelligence, TDD-first implementation, targeted validation, adversarial review, delegation controls for Claude agent teams, GitHub progress posting, future-issue capture, and commit/push with closeout discipline.

Guide to working effectively with Claude Code CLI.

Orchestrates Story tasks. Prioritizes To Review -> To Rework -> Todo, delegates to ln-401/402/403/404. Sets Story to To Review when all tasks Done. Metadata-only loading.

Audit and refactor CSS to comply with Game Loopers design system and BEM methodology

Scrape unread articles from a Feedly category, extract music tracks, search YouTube, and render results as an HTML page with embedded video players.

workflow-team

Guide for creating custom Claude Code slash commands with proper structure, argument handling, frontmatter configuration, and best practices. Use when the user wants to create slash commands, custom commands, reusable prompts, or mentions creating/designing/building commands.

Create a release for CodeCompress following Gitflow conventions, Semantic Versioning, and .NET version management. Handles version bumps in Directory.Build.props, CHANGELOG generation, and PR creation.

Full project audit orchestration - Architecture + Security + Code Quality → consolidated report → optional remediation. Use when user invokes /audit command, for pre-release health checks, when onboarding to an unfamiliar codebase, for periodic project quality reviews, or before/after a major architectural change. Covers scope detection, severity aggregation, report format, health scoring, and remediation routing.

Use when building a HISAT2 graph-based index from reference sequences for splice-aware RNA-seq alignment, optionally incorporating SNPs, haplotypes, splice sites, or exon annotations.

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Systematisch Dart-Treffer-Videos und Ground-Truth-Daten aufnehmen, um die Single-Cam Dart-Erkennung zu verbessern.

Persistent session memory for Ethereal. Maintains context between Cowork sessions so nothing gets lost. Updates CLAUDE.md, tracks open tasks, records decisions, and ensures session handoffs are clean. Use at START and END of every session.

Use when generating static map images with the Python `staticmap` library — embedding isochrone or drive-time polygon maps in Word (.docx) reports, placing facility or location markers over polygon fills using PIL, sizing maps for page layout, or debugging CircleMarker visibility, `m.transformer` AttributeErrors, or coordinate conversion failures. Triggers on: trade area map, isochrone map, drive-time map, map image too large, legend pushed to next page, markers not appearing, blank page in docx.

> Auto-generated skill from repository analysis

pinchtab-react-click-fix

Collect and validate AI-generated images from a specific generator for FSD forensic detector training. Use when the user wants to curate, scrape, or build a dataset of AI-generated images from a specific generator (e.g. grok, gemini, gpt_image_1, midjourney, nano_banana_1_2). Handles source research, scraping from Civitai/Twitter/Reddit/Higgsfield, multi-stage validation (JoyCaption + structural + FSD), and quality assurance. Invoke with /curate <generator_name>.

Complete mastery of essential modern web development libraries and dependencies. Cover Next.js, React, TypeScript, Tailwind CSS, Firebase, Zustand, redux-toolkit, react-hook-form, Zod, shadcn/ui, lucide-react, Stripe, and more. Learn setup, integration patterns, advanced usage, performance optimization, troubleshooting, common pitfalls, and version management. Includes quick reference guides, in-depth tutorials, complete examples for e-commerce and SaaS, configuration files, type definitions, error handling, and production patterns. Master how libraries work together and solve real-world challenges.

Generate concise, well-structured feature requirement documents for the Programming Stories Dashboard project. Use this skill whenever the user wants to plan, spec out, define, or document a new feature, enhancement, or change to the Programming Stories Dashboard — including changes to HackerNewsScraperService, ProgrammingStoriesApi, the Kafka pipeline, filtering logic, API endpoints, the in-memory store, or the Angular frontend integration. Trigger when the user says things like 'I want to add...', 'let's build...', 'I'm thinking of a feature...', 'write up requirements for...', or 'help me spec out...'. The output is a focused requirements doc purpose-built for handing to Claude Code in Plan mode.

Telegram bot development with aiogram 3.x, python-telegram-bot, Telethon, and pyrogram. Covers bot architecture, handlers, keyboards, webhooks, and deployment.

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Run the AI Voice Analyzer on blog content to detect AI-sounding patterns and get actionable rewrite suggestions. Use when reviewing or improving blog articles before publishing.

Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

Helps create vvvv gamma editor extensions — .HDE.vl file naming, Command node registration with keyboard shortcuts, SkiaWindow/SkiaWindowTopMost window types, docking with WindowFactory, and API access to hovered/selected nodes via VL.Lang Session nodes. Use when building editor plugins, custom tooling windows, or automating editor workflows.

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This skill should be used when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes. It provides ADR templates and best practices.

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Fix a bug following the Reproduce > Diagnose > Fix > Verify workflow. Use when something is broken, there's an error, or the user reports unexpected behavior.

gstack-open-gstack-browser

Increment the project version (SemVer) and consolidate the agent session changelog into a formal release entry in CHANGELOG.md

MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows

Every CLI in `src/pyishlib/` uses argparse subcommands — never flag-based

InstaMolt shared package (@instamolt/shared) — constants, types, moderation prompts, and resilience utilities (CircuitBreaker, retryAsync) shared between Next.js and media server. Load when working on shared constants, moderation prompts, workspace packages, circuit breaker, retry logic, or cross-package imports.

Verify AWS infrastructure configuration before deployment. Use when validating VPC endpoints, NAT Gateway capacity, security groups, or debugging network path issues that cause Lambda connection timeouts.

Run Playwright smoke tests for Denser blog application. Executes 15 tests (SMOKE-01 to SMOKE-15) against configurable environment (production, dev, or localhost) with retry support (max 3 attempts per failing test). Supports headed (visible browser) and headless modes. Collects artifacts (screenshots, trace.zip) on failures and generates HTML report. Use when testing blog functionality, verifying deployments, checking UI/API consistency, or when user requests smoke tests, playwright tests, or blog testing.

End-to-end smoke test of all MemCan MCP endpoints. Creates, searches, updates, deletes memories and checks logs. Use when verifying MemCan installation or after upgrades.

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Reviews GitHub pull requests for the Medusa repository. Checks PR template compliance, contribution guidelines, code conventions, and community contribution limits. Posts a review comment and applies initial-approval or requires-more label. Use when a PR is opened or updated.