Set up RAG pipelines, vector indexing, document ingestion, vector search, and knowledge base creation in NodeTool. Use when user asks about RAG, document indexing, vector search, chat with documents, knowledge base, embeddings, or collection management.
Debug NodeTool workflow failures, node errors, performance issues, stuck executions, type mismatches, and deployment problems. Use when user reports a bug, workflow failure, node error, performance issue, stuck execution, or needs help diagnosing any NodeTool problem — including via the CLI harnesses (nodetool…
Build and edit NodeTool visual workflows using UI tools. Use this skill whenever the user asks to create a workflow, connect nodes, build a pipeline, add nodes to a graph, generate images/video/audio via workflows, or asks about workflow patterns. Also use when the user mentions node types, data flow, or wants to…
Direct a polished product film in NodeTool — pack shots, macro hero spots, luxury commercials, brand films on location, with or without talent. Use when the user wants an ad that looks shot on a camera rather than a phone, mentions a pack shot, hero shot, product film, brand spot, cyclorama or studio lighting, or…
Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.
Direct video where a written voiceover drives the picture — faceless explainers, narrated b-roll, documentary segments, tutorials, corporate and educational video with no on-camera talent. Use when the user asks for an explainer, a voiceover video, a narrated piece, a faceless video, or says the script comes first.…
Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.
Direct narrative video in NodeTool — short films, trailers, teasers, single dramatic scenes, music-video segments with a story. Use when the user gives a logline, a genre, characters with dialogue, or asks for a short, a trailer, a scene, or a cinematic piece with a title and a score. Not for ads or product films (use…
Shared reference for directing video in NodeTool — the storyboard-to-timeline loop, the exact tool contract, entity casting, how a shot becomes a prompt, permission gating and memory. Load this before acting on any storyboard, script, entity or timeline work, and whenever another NodeTool video skill (ugc-video…
Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker — edges as text in one file per ticket locally, or native blocking links on a real tracker.
Direct phone-shot video with a person in it — UGC ads, creator testimonials, review-to-hero spots, comedy sketches, day-in-the-life and ritual pieces, first-person travel vlogs. Use when the user wants a video that looks self-filmed or friend-filmed, mentions UGC, TikTok, Reels, a creator, a testimonial, a…
Strip "AI slop" from code and prose in this repo — over-engineered abstractions, defensive checks on trusted paths, narrating comments, dead error handlers, redundant types, useEffect-for-derived-data, raw MUI imports, whole-store Zustand subscriptions, throat-clearing prose. Use when reviewing your own diff before…
Rebuild an existing video for a new product or cast in NodeTool — break a reference ad down shot by shot, then reproduce its structure with different content. Use when the user attaches or links a video and asks to copy, clone, remake, reverse-engineer, match, or "do it like this one", or wants to know why a reference…
Build a reusable NodeTool workflow graph that produces video, so the same pipeline can be re-run on new inputs — a UGC factory, a batch shot renderer, a per-SKU ad generator. Use when the user asks for a template, a pipeline, a factory, a batch job, or something they will run again with different inputs, rather than…
Plan a huge chunk of work — more than one agent session can hold — as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.
Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or running a one-off migration or cutover. Don't invoke this for steps the agent can perform itself.
Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies. Use when writing, fixing, or deflaking Playwright tests in this repo — the web E2E suites under web/tests/ (e2e-runner, debug-harness, visual) and the Electron E2E setup.