Automated testing skill for Windows-MCP tools. Use this skill whenever the user wants to test, validate, benchmark, or evaluate any Windows-MCP tool (App, PowerShell, Screenshot, Snapshot, Click, Type, Scroll, Move, Shortcut, Wait, MultiSelect, MultiEdit, Clipboard, Process, Notification, FileSystem, Registry…
Autonomous design critique mode using the Agentation annotation toolbar. Use when the user asks to "critique this page," "add design annotations," "review the UI," "self-driving mode," "auto-annotate," or wants an AI agent to autonomously add design feedback annotations to a web page via the browser. Requires the…
Use when the user wants to systematically fix AI code slop — duplicated logic, over-engineering, silent error swallowing, convention drift, cargo-cult patterns, and other LLM-introduced architectural decay — over a specified duration.
Scan the codebase and classify every fact by lifecycle stage — tag @draft, @spec, or @implemented based on what the code actually shows. Add missing facts, fix inaccurate ones, remove obsolete ones. Use when asked to discover facts, bootstrap or update a fact sheet, scan the codebase for truths, sync facts to match…
CLI toolkit for managing containerized LLM services. Use when the user wants to start, stop, configure, or manage AI/LLM services like Ollama, Open WebUI, llama.cpp, vLLM, LiteLLM, ComfyUI, and 250+ others. Triggers on requests to "run a model", "start ollama", "set up an LLM", "configure harbor", "manage services"…
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…
Use this skill any time a .pptx or .potx 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 or .potx file (even if the extracted content will be used elsewhere, like in an email or summary)…
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and…
Review a change to Jupyter MCP Server. Use when reviewing a pull request or a diff in this repository — it covers the failure modes this codebase actually produces, the contracts that hold the docs and the protocol to the code, and the result-shape rules a new tool has to follow.
Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS) or tooling.
MUST invoke before creating or editing any Angular component's tests (spec file). Enforces the Page Object Model pattern – tests drive components through the rendered DOM (their public contract) rather than reaching into component internals.
Create, read, and edit Word documents — research papers, reports, proposals, and manuscripts. Use when the user asks to generate, modify, or analyze .docx files, convert .doc to .docx, or work with tracked changes and comments.
Create, edit, and analyze PowerPoint presentations — research talks, conference presentations, lecture slides, and poster summaries. Use when the user asks to generate, modify, or inspect .pptx files, convert slides to images, or design presentation layouts.
Create, edit, and analyze Excel spreadsheets — research data, experimental results, statistical analysis, and data visualization. Use when the user asks to build, modify, or analyze .xlsx files, create financial models, work with formulas, or generate data reports.
Decide which files a task actually needs, record that as a reusable llm-context rule, verify it against the codebase - including the files your selection references but leaves out - and pack it for your own context, a chat, or a sub-agent you dispatch. Load when choosing what code to put in front of a model, packing…
Recommend 3-5 targeted frontend resources from the fe-tools curated directory for a user's question. Use when the user asks where to learn, what to use, how to choose frontend tools/resources/docs/platforms, or wants curated recommendations for CSS, JS/TS, React, Vue, Node/build, compatibility, AI tools, agent skills…
Extract a reusable project template from an existing codebase by removing business-specific code, preserving only the reusable engineering skeleton, and creating template usage docs such as README. Use when the user wants to turn a frontend or backend project into a reusable starter template, scaffold, or baseline…
Recommend the most suitable project template or initialization path from fe-tools project-templates based on product, framework, runtime, and delivery constraints. Use when the user asks which frontend or backend template to start from, how to bootstrap a React/Vue/Node/TypeScript project, or wants comparisons such as…
Agent Tool Builder workflow skill. Use this skill when the user needs Tools are how AI agents interact with the world. A well-designed and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.