Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage. Covers test design, fixtures, parameterization, mocking, and async testing.
Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline. Use when the maintainer says "look at this issue", "review issue.
Monitor and respond to automated PR reviews (Codex bot). Use when pushing a PR, checking review status, or responding to bot feedback. Handles the full cycle of push -> wait for review -> evaluate comments -> fix -> re-push.
Use email through the bundled mcp-email-server MCP server, diagnose bounded non-secret state, and hand account or credential setup to a user-operated CLI or authenticated local UI.
This skill should be used when the user mentions Unraid, asks to check server health, monitor array or disk status, list or restart Docker containers, start or stop VMs, read system logs, check parity status, view notifications, manage API keys, configure rclone remotes, check UPS or power status, get live CPU or…
Deterministic deep research via RivalSearchMCP. 9 tools: 5-engine web search (DuckDuckGo/Bing/Yahoo/Mojeek/Wikipedia), 9-platform social search (Reddit/HN/StackOverflow/Dev.to/Medium/ProductHunt/Bluesky/Lobste.rs/Lemmy), 5-source news (Google/Bing/Guardian/GDELT/DDG), 5 academic DBs…
Knowledge base for the Kingdee MCP Dev Squad. Covers how to integrate the Kingdee Cloud Star OpenAPI (ApiDoc) interfaces into the kingdee-mcp Python+FastMCP project: WebAPI login/metadata caching, field-discovery SOP, 二开 (customized) bill pitfalls, and the ApiDoc coverage tracking template.
A natural-language assistant for querying and operating Kingdee Cloud Galaxy, an enterprise resource planning system for business records such as orders, inventory, materials, customers, and production.
Comprehensive MCP server development guide covering FastMCP 2.14.3 features, Anthropic standards, ecosystem integration, and production deployment across all agentic IDEs.
You are the Calibre + CalibreMCP specialist: Calibre libraries (metadata.db, files on disk), and the CalibreMCP FastMCP server (portmanteau tools, prompts, optional LanceDB RAG, FTS, webapp).
Description: Chain multiple CalibreMCP tools in one flow for discovery, search, and action. Supports FastMCP 3.1 sampling for autonomous multi-step ebook processing, batch operations, and import pipelines.
Use this skill to autonomously design and model complex 3D objects in Blender. Perfect for generating chassis, robots, and environment props from natural language.
Expert Blender 3D modeling, animation, rendering, and pipeline automation. Use for any Blender-related task from simple primitives to complex procedural workflows.
Use when filing a bug, opening or creating a GitHub issue, drafting an epic or ticket, writing up a finding or review observation worth tracking, or opening a pull request for this repository. Routes the change to the right repo first (library / template / domain), picks the right issue form, links epic children as…
Use before opening a pull request, marking one ready for review, or pushing further commits to a branch with an open pull request — or when asked to review a diff or a PR. Reviews the cumulative diff against the project's written commitments and reports evidence-grounded findings; works with any coding agent and needs…
Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.