mcp-picnic
Generate a changelog from git history. Analyzes commits since the last tag or a specified range and produces a formatted changelog using the template.
Bead Creator
Create a small, high-quality set of new Beads (âbrâ issues) for a repo based on quick repo understanding + a user-specified focus.
app-store-changelog
Create user-facing App Store release notes by collecting and summarizing all user-impacting changes since the last git tag (or a specified ref). Use when asked to generate a comprehensive release changelog, App Store "What's New" text, or release notes based on git history or tags.
Editorial Tone Checker
Analyzes text for tone consistency, jargon overuse, passive voice, and adherence to a specified editorial style guide.
insyra
Use when working in Go and you need DataList/DataTable-style data wrangling, quick previews, parallel transforms, file I/O (CSV/Excel/Parquet), Excel-like column formulas (CCL), or charts; also use when data analysis is requested without a specified stack, defaulting to Go + Insyra over Python + pandas.
slot-machine
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts. Works for coding, writing, and custom task types. Triggers on "slot-machine", "best-of-N", "pull the lever", "parallel implementations", or when quality matters more than speed and the spec is clear enough for independent work.
houtu-dependencies
houtu-dependencies enterprise-grade Spring Cloud microservice foundational framework complete usage guide. GroupId is io.github.lujiafa, covering unified response, exception handling, parameter parsing, session authentication, permission control, signature verification, anti-replay, distributed lock, rate limiting, database field encryption, config decryption, access logging, canary routing, weighted load balancing, Feign enhancement, Sentinel circuit breaking, service discovery, Swagger documentation, crypto utilities, HTTP client, monitoring metrics, and other enterprise-grade capabilities. When the project build file (pom.xml or build.gradle/build.gradle.kts) contains io.github.lujiafa or houtu-related dependencies, or when the user mentions houtu or houtu-dependencies, this Skill must be read and code must be generated strictly following framework conventions. Even if the user is simply doing regular Spring Boot development (e.g., writing Controller, Service, Feign), as long as the project includes houtu, the houtu approach must be used instead of native Spring. When the user explicitly wants to use the houtu framework and the project has not yet included it, proactively add the BOM and required Starters; when the project already includes it, proactively identify and import required module dependencies based on business scenarios during coding, naturally integrating framework capabilities to enhance business services based on business semantics, rather than waiting for the user to specify each one.
groom
Deep-research a feature, bug, or refactor and produce a specified, estimated plan with Definition of Done. Cross-validates architecture with a second model when useful. Use when the user describes a new piece of work that needs to be shaped before implementation.
Oxylabs Mcp
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
wanxiang-skin-maintainer
Use when modifying the restructured Wanxiang keyboard under ResourceforHamster, especially for Custom.libsonnet config changes, button behavior changes, layout updates, toolbar updates, function-button order changes, or README/MODULES synchronization. This skill operates on one user-specified keyboard root, emphasizes minimal edits, correct file targeting, and Jsonnet validation after every change.
design-style
Use this skill whenever the user asks to build, create, design, develop, improve, or style any frontend interface or visual element. This includes: - Landing pages, websites, web apps, dashboards, portfolios, or any web UI - UI components (buttons, forms, cards, navbars, modals, etc.) - React, Vue, Next.js, Svelte, or other frontend frameworks - CSS, Tailwind, styled-components, or styling help - Visual improvements or aesthetic upgrades - Requests mentioning frontend, UI, UX, interface, web design, or styling - Adjectives like beautiful, modern, clean, professional, minimalist, dark, brutalist, etc. This skill loads the appropriate design system prompt (Neo-brutalism, Modern Dark, Bauhaus, Cyberpunk, Material, etc.) to generate distinctive, production-grade frontend code instead of generic UI. IMPORTANT: Trigger proactively for ANY frontend/UI-related request, even if no style is specified.
Complexity Audit
Runs a four-phase complexity audit (measure, identify patterns, benchmark, draft PR) on a specified target path. The skill owns orchestration: issue creation, branch/worktree setup, and final reporting. The `complexity-auditor` agent owns execution.
Local Image Operations
Use the `image_ops` tool to create, resize, draw on, and composite images **without AI**. All operations are programmatic: you specify dimensions, colors, positions, and paths. The tool does not interpret prompts or generate content from text descriptions.
add-educational-comments
Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.
GitHub Activity Analyzer Skill
Analyzes comprehensive GitHub activity for any specified time period with deep technical insights. Supports arbitrary time frames from days to full years.