Coding

by mikopbx

Генерация полных Python pytest тестов для REST API эндпоинтов с валидацией схемы. Использовать при создании тестов для новых эндпоинтов, добавлении покрытия для CRUD операций или валидации соответствия API с OpenAPI схемами.

by miantiao-me

批量并发执行信息采集任务的技能。

by alex-ilgayev

Handles all Golang testing tasks including running tests, writing new tests, and fixing test failures. Follows MCPSpy testing conventions with require for critical assertions and assert for non-critical ones.

by ruvnet

Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination

by Trevoke

Use when implementing any feature or bugfix, before writing implementation code

by coinbase

Use this skill when you are asked to work on a new or existing CDS React component in packages/mobile/ or packages/web/

by jimmc414

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

by jimmc414

This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.

by jimmc414

This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.

by jimmc414

Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). Specialized in neural network architectures, system diagrams, and flowcharts. Generates SVG/EPS in figures/ folder with automated quality verification.

by alirezarezvani

Automatic code quality and best practices analysis. Use proactively when files are modified, saved, or committed. Analyzes code style, patterns, potential bugs, and security basics. Triggers on file changes, git diff, code edits, quality mentions.

by dlants

Add bash command permissions to project-level or user-level magenta options. Use when a command needs to be permanently allowlisted.

by K-Dense-AI

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

by K-Dense-AI

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

by jimmc414

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

by maxritter

Execute implementation plans in batches with Claude CodePro

by speakeasy-api

Use when asking what targets/sources are configured, or wanting to see current Speakeasy setup

by speakeasy-api

Use when SDK methods have auto-generated names like GetApiV1Users, or wanting `sdk.users.list()` style naming

by taylorsatula

DO NOT COMMIT unless user explicitly tells you to. Use this skill EVERY SINGLE TIME before creating a git commit. Provides mandatory commit message format, staging rules, and post-commit summary requirements for the MIRA project

by fcakyon

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides comprehensive guidance for creating and implementing Claude Code plugin hooks with focus on advanced prompt-based hooks API.

by vinhnx

Install VT Code skills into $VTCODE_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private repos).

by team-attention

Interactive markdown review with web UI. Use when user says "review this", "check this plan", "피드백", "검토해줘" or specifies a file path to review.

by Ceeon

自更新 skills。记录用户反馈，更新方法论和规则。触发词：更新规则、记录反馈、改进skill

by Ceeon

环境准备。安装依赖、配置 API Key、验证环境。触发词：安装、环境准备、初始化

by Ceeon

执行视频剪辑。根据确认的删除任务执行FFmpeg剪辑，循环直到零口误，生成字幕。触发词：执行剪辑、开始剪、确认剪辑

by kasperjunge

Perform thorough code reviews with actionable feedback. Use when the user says "review", "/review", "code review", asks for feedback on code, wants a PR reviewed, or needs a second pair of eyes on their changes. Analyzes code for bugs, security issues, performance, maintainability, and best practices.

by kasperjunge

Generate perfect semantic commit messages from staged changes. Use when the user says "commit", "/commit", asks for a commit message, wants to commit changes, or needs help writing a commit. Analyzes git diff to produce conventional commit format messages with appropriate type, scope, and description.

by bonny

Provides project-specific git commit guidance for Simple History, especially for changes spanning core and premium plugins. Triggers: "commit", "multi-repo commit".

by elbwalker

Use when working with destinations, understanding the destination interface, or learning about env pattern and configuration. Covers interface, lifecycle, env mocking, and paths.

by WellApp-ai

Review code changes against hard rules and conventions

by WellApp-ai

Automated code review using ReadLints and Shell for technical validation

by WellApp-ai

Test web app UI using Browser MCP and Storybook

by khaneliman

Conduct thorough, actionable code reviews focusing on critical issues. Use when reviewing pull requests, analyzing code changes, identifying bugs, security vulnerabilities, or suggesting improvements that developers will actually implement.

by khaneliman

Manages Nix flakes, inputs, dependency resolution, and performance optimization. Use when working with flake.nix, updating inputs, debugging evaluation errors, optimizing flake performance, or composing multi-flake architectures.

by khaneliman

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

by khaneliman

Nix naming conventions and code style. Use when naming variables, files, or organizing attributes in Nix code.

by khaneliman

Nix module option types and definition patterns. Use when defining options with mkOption, choosing types, or creating submodules.

by khaneliman

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

by hellowind777

需求分析阶段详细规则；进入需求分析时读取；包含需求评分、追问逻辑、代码分析步骤

by hellowind777

开发实施阶段详细规则；进入开发实施时读取；包含执行流程、代码规范、一致性审计、方案包迁移

by hellowind777

知识库管理完整规则；~init命令或知识库缺失时读取；包含创建、同步、审计、上下文获取规则

by vfarcic

Create a release tag based on accumulated changelog fragments. Run when ready to cut a release.

by harperreed

Native macOS/iOS app performance profiling via xctrace/Time Profiler and CLI-only analysis of Instruments traces. Use when asked to profile, attach, record, or analyze Instruments .trace files, find hotspots, or optimize native app performance without opening Instruments UI.

by harperreed

Use when you learn something worth preserving, complete a project milestone, discover user preferences, or need to recall past context - search before create, tag consistently, verify retrieval

by ahmedelgabri

This skill should be used when the user mentions GitHub PRs, issues, workflows, releases, or repository management. Triggers on keywords like "github", "gh", "pr", "pull request", "issue", "workflow", "actions", "release", "merge", "review", "ci", "check", or PR/issue number patterns like "#123".

by ahmedelgabri

This skill should be used when the user mentions Jujutsu version control, "jj" commands, working with jj repositories, or asks about Git to Jujutsu equivalents. Triggers on keywords like "jujutsu", "jj", "jj-vcs", "jj repo", "jj commit", "jj log", "jj new", "jj squash", "jj rebase", "jj bookmark", or questions about Jujutsu workflows and concepts.

by NeoLabHQ

Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.

by NeoLabHQ

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first

by vfarcic

Generate a feature request prompt for another dot-ai project. Use when you need a feature implemented in a sibling project (MCP server, controller, etc.) to unblock work in the current project.

by Coooolfan

Create GitHub releases with properly formatted release notes. Use when: (1) Publishing a new version/release, (2) Generating release notes from commits, (3) User mentions release, 发版, 发布版本, or asks to create a GitHub release.

by iamzhihuix

Minimal Chrome DevTools Protocol tools for browser automation and scraping. Use when you need to start Chrome, navigate pages, execute JavaScript, take screenshots, or interactively pick DOM elements. Triggers include "browse website", "scrape page", "take screenshot", "automate browser", "extract DOM", "web scraping".

by benchflow-ai

Analyze failed GitHub Action jobs for a pull request.

by benchflow-ai

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

by benchflow-ai

Manage Google Calendar - search, create, update events and answer calendar questions. Use when user wants to interact with their Google Calendar for scheduling and calendar operations.

by benchflow-ai

Generates nginx-sites-available-default configuration file for serving the Vue application on Debian/Ubuntu-based nginx installations.

by benchflow-ai

Automated Planning utilities for loading PDDL domains and problems, generating plans using classical planners, validating plans, and saving plan outputs. Supports standard PDDL parsing, plan synthesis, and correctness verification.

by openshift

Comprehensive PR review for oc (OpenShift CLI). Runs build, tests, and linting, then applies Go style improvements and provides detailed code review feedback.

by benchflow-ai

Automatically applies when configuring Python project packaging. Ensures proper pyproject.toml setup, project layout, build configuration, metadata, and distribution best practices.

by benchflow-ai

Deterministic handbook-grounded retrieval and thermocouple computations for reflow profile compliance outputs such as ramp, TAL, peak, feasibility, and selection.

by benchflow-ai

Manage SSL/TLS certificates and diagnose certificate issues. Use when the user says "cert expiring", "SSL error", "certificate problem", "renew certificate", "check certificate", "HTTPS not working", or asks about TLS/SSL.

by aviatesk

MUST invoke before creating any git commit.

by ruvnet

Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.

by ruvnet

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.

by ruvnet

Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

by ruvnet

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

by ruvnet

Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination

by ruvnet

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

by ruvnet

Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges

by ruvnet

Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform

by ruvnet

Comprehensive GitHub code review with AI-powered swarm coordination

by ruvnet

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

by ruvnet

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management