Standard Python engineering stack and tooling conventions. Use this skill whenever starting a new Python project, setting up dependencies, configuring linting/testing/CI, choosing between frameworks or libraries, or when the user asks about Python project structure, tooling choices, or best practices. Also trigger…
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Follow Kent Beck's "Tidy First" approach by strictly separating structural changes (renames, extractions, reorganizations that must not change behavior) from behavioral changes (features, bug fixes, logic changes). Use when refactoring, restructuring code, renaming variables/functions, extracting methods, separating…
Comprehensive TypeScript engineering guidance for coding agents. Use when writing, reviewing, refactoring, or debugging TypeScript or TSX code; designing public APIs; fixing tsconfig or strict-mode issues; resolving generic, union, narrowing, async, module, or type-inference problems; improving runtime validation…
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or…
Use this skill whenever the user wants to interact with Google Cloud's Agent Registry using gcloud commands. Triggers on any mention of "agent registry", "agent-registry", "mcp-servers", "gcloud agents", "register an agent", "list agents", "create a service", "agent service", or any request to manage agents, MCP…
Build AI agents with Pydantic AI — tools, capabilities, structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydanticai, or asks to build an AI agent, add tools/capabilities, stream output, define agents from YAML, or test agent behavior.
This skill should be used when the user asks to "get Confluence page", "create Confluence page", "search Confluence", "update wiki page", or needs to interact with Confluence Data Center/Server instances.
This skill should be used when the user asks to "convert a document to markdown", "extract text from PDF", "convert Word/PowerPoint/Excel to markdown", or needs to transform documents into markdown format.
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers.…
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when…
FastAPI application design and implementation conventions. Use this skill when building, updating, or reviewing FastAPI services, routers, dependencies, request/response schemas, streaming endpoints, or API tests. Trigger on FastAPI-specific work such as path operation design, dependency injection, response models…
This skill should be used when the user asks to "generate an image", "create a picture", "make an image of", "edit this image", "transform this photo", or needs AI-generated visual content using Google's Gemini image generation model.
Use this skill whenever the user asks to look at GitHub PR feedback, PR review comments, review bot output, Gemini/Claude review feedback, or pasted reviewer suggestions and wants a markdown table that separates what should be fixed from what does not need to be fixed. This skill should trigger for PR feedback triage…
Automates the end-to-end Git workflow: branch creation, staging, committing, pushing, and opening or updating a GitHub pull request. Use when a feature or fix is ready for review and requires a structured PR, or when branch changes may need to be pushed to an existing PR for follow-up review.
Comprehensive Go engineering guidance for coding agents. Use when writing, reviewing, refactoring, or debugging Go code; designing packages and exported APIs; improving error handling, interfaces, concurrency, contexts, cancellation, tests, benchmarks, and module layout; or reviewing Go pull requests for idioms and…
This skill should be used when the user asks to "convert a Google Doc to markdown", "download Google Sheets as markdown", "create a Google Doc from markdown", or needs to convert between Google Workspace files and Markdown format.
Produce single-file, self-contained HTML artifacts instead of Markdown for any output a human will actually read. Use whenever the user asks for a "report", "research summary", "write-up", "spec", "plan", "PR explainer", "code review", "design mockup", "prototype", "dashboard", "deck", or anything that benefits from…
This skill should be used when the user asks to "get Jira issue", "create Jira ticket", "search Jira", "update issue status", or needs to interact with Jira Data Center/Server instances.
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
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).
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying…