appautomaton

Implement approved plan slices. Use as the execute-stage entry point.

Turn a request into a bounded SPEC.md, with as much conversation as it needs. Use to start a change that spans sessions or needs agreed scope.

Optional engineering go/no-go on a plan. Use when execution safety needs review before implementation.

Turn an approved spec into ordered slices. Use when framing is accepted and planning begins.

Recover active change and next action from artifacts. Use on fresh session with existing work.

Verify completed plan against acceptance criteria. Use after all slices are executed.

Use when a task needs Chrome DevTools from the shell: automate a live Chrome browser with `chrome-devtools`, inspect accessibility snapshots and UIDs, click/fill/navigate pages, evaluate JavaScript, inspect console and network activity, take screenshots, run…

Use when a task needs Playwright-backed browser automation from the shell: open or attach to browser sessions, inspect snapshots and element refs, click/type/fill forms, debug Playwright tests, inspect console/network/storage, run Playwright snippets, capture…

Grok-primary deep research skill for source-backed web work. Use when the task needs current web research, grounded citations, supplementary Tavily/Firecrawl source discovery, high-fidelity page-to-Markdown fetch, Tavily site mapping, verbatim quote…

Convert a URL or HTML into clean Markdown with metadata using markmaton. Handles browser capture for JS-heavy pages and deterministic HTML-to-Markdown conversion in one skill.

Persistent Chrome/Chromium browser automation skill built on nodriver. Use when a page needs JavaScript rendering, authorized login/session continuity, clicking or typing, DOM snapshots with stable refs, screenshots, or multi-step look-think-act flows that…

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to $TMPDIR (or /tmp). Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task.…

Make or change Glass (glass/): a solid of clear glass that follows the reader's pointer over a page of words or a Garden drawing, refracting it, and melts from one shape into the next (ring, tetrahedron, octahedron, sphere, rounded cube, capsule), raymarched…

Make or change Rain (rain/): a figure under an umbrella, cut dark out of a flat sky, dots of light flowing over their form, in a rain of written characters that trail rings, break on the canopy, run off its rim and lie down where they land. Use for a new…

Draw flowers in glass in the monoline geometric style on this project's Monoline card (monoline/): one pen on three angles, broken stems, blocks cut in two, dots in clusters, glass drawn by formula. Use for a new plant, garden or bottle in the vase, a palette…

Make a web page that a crew of simulated hands builds in front of its reader: column guides pulled down, frames dragged out with their size badges, text typed key by key, headlines pulled up to size, crayon drawn stroke by stroke, rows of labels typed at once…

Make or change a garden on this project's Garden site (garden/): the plants of one real climate, drawn in code as watercolor-and-ink SVG that grows as the page scrolls, by day and by night. Use for a new garden or climate, a plant added, redrawn, or refined,…

Turn a raster picture (painting, illustration, portrait, poster) into a layered, animated vector SVG drawn in a style: cel color blocks, line engraving, woodcut, or whatever the reference speaks, with depth planes that part and move. Works the way a painter…

Delegate tasks to Google's Antigravity CLI (agy) for prototyping, debugging, code review, and research. Supports multi-turn sessions via SESSION_ID. Successor to the retired Gemini CLI.

Delegate tasks to Claude Code CLI for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID.

Delegate tasks to Codex CLI for prototyping, debugging, code review, implementation handoff, cross-model second opinions, and multi-turn Codex sessions via SESSION_ID.

Delegate tasks to Grok CLI (xAI) for prototyping, debugging, code review, research, and cross-model second opinions. Supports multi-turn sessions via SESSION_ID.

Turn a large task into a persistent plan file and a trackable Issue CSV (local files, not an external issue tracker), then execute the issues autonomously with per-row status updates. Use when work must survive across sessions or hand off between agents, when…

Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations. Use when writing, planning, or continuing an arXiv review/survey paper, or when validating and repairing citations in an existing LaTeX project.

Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic meaning. Use after drafting is complete, when sections read…

Create, edit, analyze, and recalculate Excel workbooks (.xlsx, .xlsm) with live formulas, formatting, and charts. Use when a task produces or modifies a spreadsheet file, turns CSV/TSV data into one, or needs values, formulas, or formatting read from one.

Create, edit, review, and read Word documents (.docx), including tracked changes (redlines), comments, footnotes, tables, images, headers and page setup. Use when a task produces or modifies a .docx, reviews or redlines one, or needs its text, comments or…

Read, create, fill, and transform PDF files. Covers extracting text and tables, OCR of scanned pages, filling fillable and flat forms, and flattening, merging, splitting, rotating, stamping and encrypting. Use when a task takes a .pdf as input or must produce…

Create, edit, and analyze PowerPoint decks (.pptx). Build new decks from HTML slides, fill an existing template, duplicate or reorder slides, edit slide XML, and read or write speaker notes. Use when a task produces or modifies a .pptx file, or needs text,…

Think and deliver like a management consultant from McKinsey, BCG, or Bain. Use when the user wants to: (1) Structure a business problem with hypothesis-driven decomposition, (2) Run strategy analysis with professional frameworks: market sizing, competitive…

Create presentation decks as high-fidelity PDF files using web technology (HTML, CSS, Tailwind, Font Awesome). Use when the user wants a polished, pixel-perfect deck with responsive layouts, rich typography, icons, and modern design. For editable PPTX output,…

Create visual identity systems: color palettes, font pairings, style direction, and rendered preview PDFs. Use when the user needs a cohesive design system before building a deck, presentation, document, or any visual project. Works for consulting…

Create new presentation decks as native editable PPTX files with consulting-quality design. Use when the user wants to build a new slide deck, presentation, or pitch deck from a brief or topic. For editing existing .pptx files, use the pptx skill instead.

Use Exa Search API via `exa_search` for high-signal web retrieval and citation-ready summaries.

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to $TMPDIR (or /tmp). Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task.…

Convert a URL or HTML into clean Markdown with metadata using markmaton. Handles browser capture for JS-heavy pages and deterministic HTML-to-Markdown conversion in one skill.