Code Gen
Generate code, boilerplate, scaffolding
brainstorming
by pedronauck
"You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation."
gemini-skill
by WJZ-P
通过 Gemini 官网（gemini.google.com）执行生图、对话等操作。用户提到"生图/画图/绘图/nano banana/nanobanana/生成图片"等关键词时触发。操作方式分三级优先级：首选 MCP 工具 → 次选 Skill 脚本 → 最次连接 Skill 浏览器手动操作（需用户授权）。禁止自行启动外部浏览器访问 Gemini。
gtm-plays-11
by sachacoldiq
11 GTM plays with detailed execution - New Team Members, Skills-Targeting, Role-Targeting, Industry Research, Resources for ICs, Leaving Employees, No Dedicated Role, Bad Reviews, AI Ideas, ServiceBell Allbound, Inbound Followers. Use when building outbound campaigns, creating signal-based plays, or expanding your GTM playbook.
great-docs
by posit-dev
Generate documentation sites for Python packages with Great Docs. Covers init, build, preview, configuration (great-docs.yml), API reference, CLI docs, user guides, theming, deployment, and the llms.txt agent-context files. Use when creating, configuring, building, or troubleshooting Python package documentation.
Android Notifications
by HoangNguyen0403
Push notifications for Android using Firebase Cloud Messaging and NotificationCompat.
ln-401-task-executor
by levnikolaevich
Executes implementation tasks (Todo -> In Progress -> To Review). Follows KISS/YAGNI, guides, quality checks. Not for test tasks.
ln-623-code-principles-auditor
by levnikolaevich
"Code principles audit worker (L3). Checks DRY (10 types), KISS/YAGNI, error handling, DI patterns. Returns findings with severity, location, effort, pattern_signature."
rust-refactor-helper
by actionbook
"Safe Rust refactoring with LSP analysis. Triggers on: /refactor, rename symbol, move function, extract, 重构, 重命名, 提取函数, 安全重构"
rust-call-graph
by actionbook
"Visualize Rust function call graphs using LSP. Triggers on: /call-graph, call hierarchy, who calls, what calls, 调用图, 调用关系, 谁调用了, 调用了谁"
python-panel-data
by meleantonio
Panel data analysis with Python using linearmodels and pandas.
python-env
by flonat
"Python environment management with uv. ALWAYS use uv for package management, never pip directly. Triggers: 'install package', 'create venv', 'set up Python'. Not for running scripts — just use uv run python."
aws-sdk-java-v2-s3
by giuseppe-trisciuoglio
Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads, presigned URLs, S3 Transfer Manager, object operations, or S3-specific configurations.
create-ryos-app
by ryokun6
Create new applications for ryOS following established patterns and conventions. Use when building a new app, adding an application to the desktop, creating app components, or scaffolding app structures.
spring-ai-mcp-server-patterns
by giuseppe-trisciuoglio
Provides Model Context Protocol (MCP) server implementation patterns with Spring AI. Use when building MCP servers to extend AI capabilities with custom tools, resources, and prompt templates using Spring's official AI framework.
langchain4j-tool-function-calling-patterns
by giuseppe-trisciuoglio
Provides tool and function calling patterns with LangChain4j. Handles defining tools, function calls, and LLM agent integration. Use when building agentic applications that interact with tools.
manimgl-best-practices
by adithya-s-k
Trigger when: (1) User mentions "manimgl" or "ManimGL" or "3b1b manim", (2) Code contains from manimlib import *, (3) User runs manimgl CLI commands, (4) Working with InteractiveScene, self.frame, self.embed(), ShowCreation(), or ManimGL-specific patterns. Best practices for ManimGL (Grant Sanderson's 3Blue1Brown version) - OpenGL-based animation engine with interactive development. Covers InteractiveScene, Tex with t2c, camera frame control, interactive mode (-se flag), 3D rendering, and checkpoint_paste() workflow. NOT for Manim Community Edition (which uses manim imports and manim CLI).
buying-signals-6
by sachacoldiq
6 buying signals ranked by purchase correlation - Former Customers, New Leadership, High-Intent Website, Tech Stack Change, Expansion, and Hiring/Downsizing. Use when prioritizing outreach, building signal-based campaigns, or setting up intent tracking.
lead-sources-guide
by sachacoldiq
Lead sources by use case with Clay delivery-ready templates - Apollo, LinkedIn Sales Navigator, Clay, Ocean.io, Openmart, and Local Directories. Use when choosing lead sources, building prospecting workflows, or setting up data enrichment.
scaffold-new-command
by ruby-git
"Generates a production-ready Git::Commands::* class with unit tests, integration tests, and YARD docs using the Base architecture. Use when creating a new command from scratch."
make-skill-template
by ruby-git
'Create new Agent Skills for GitHub Copilot from user requests or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory structure, and optional scripts/references/assets folders.'
pr-readiness-review
by ruby-git
"Performs a comprehensive pre-PR readiness review covering tests, code quality, security, and commit conventions. Use at the end of implementation before submitting a pull request."
email-writing-frameworks
by sachacoldiq
5 proven email writing frameworks for cold outreach - Do the Maths, Short-Trigger, Challenge of Similar Companies, Neutral Insight, and Leader Responsibilities. Use when writing cold emails, structuring outreach messages, or choosing the right framework for your ICP.
job-application
by skillcreatorai
Write tailored cover letters and job applications using your CV and preferred style
end-of-session
by bobmatnyc
Captures session learnings into persistent project memory before closing. Updates task files, project knowledge, and configuration so the next session starts with full context instead of from scratch.