Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents. Handles kernel syntax translation, 0-indexed to 1-indexed conversion, broadcasting differences, memory layout (row-major to column-major), type system mapping, and launch API differences. Use when converting, porting, or translating cuTile Python kernels to Julia cuTile.jl, or debugging/optimizing existing Julia cuTile translations.

Use when a user needs to get started with CDF Auto-Labeling, plan a scenario, run or debug a shipped cookbook, author prompts or cookbooks, migrate a pipeline, configure a stage, or pull the prebuilt stage containers from NGC (nvcr.io). Confirm critical inputs (data path, output path, endpoints) and ask when any are missing. This is a router: read the matching reference instead of inventing a workflow.

Integrate markstream-solid in SolidJS 1.9 or SolidStart apps. Use for reactive TSX, SSR and hydration, Markdown streaming/restoration, emitted KaTeX/Mermaid workers, scoped components and translations, virtual timelines, or standalone component/API usage.

Edit a small .gooo program, execute it, replay the saved execution and compare the observed change when a user wants to learn or try Gooo. General Go development does not need this skill.

Creates, lists, tests, enables, disables, rotates, inspects, and deletes inbound webhooks for the current Letta Cloud agent. Use when a user asks to set up a webhook, send external events to an agent, test webhook delivery, inspect recent webhook requests, rotate a webhook URL, or remove a webhook.

Check the active Pollinations GPU backends and recover a confirmed failure of an existing worker when the task authorizes repair. Use for recurring health checks and GPU incidents; use manage-vast-gpu-fleet for replacements.

Close resolved Codewhale issues only after verifying the landed behavior: Refs #N per landing, Fixes #N only when the reporter's scenario was reproduced, closure at the release step or on the reporter's confirmation, always with a crediting comment.

Use when writing a Codewhale takeover prompt, continuation note, or end-of-session summary for another agent or a later session: a paste-ready handoff grounded in live state, with done/suspected/blocked kept separate.

Toolkit for generating PowerToys stable or preview release notes from GitHub milestones, commit ranges, or Azure DevOps release-candidate builds. Prepare draft preview releases with three-component GitHub tags while preserving four-component build and asset versions. Use when asked to create release notes, summarize milestone PRs, generate changelog, prepare a draft preview release, calculate PR deltas across main and stable, update release documentation, manage PR milestones, or prepare and validate release assets.

Run five independent max-effort reviews (Fable 5.1, Opus 5.5, GPT-6 Astra, GPT-6.1 Sol, Muse Wonder), merge their findings, and fix only what the user approves. Manual only: run when a human types /total-review; agents must never invoke it on their own.

Edit or repurpose existing footage with Magic Hour, choosing between generative visual edits, subtitles, and precise local trim, crop or composition. Use for a source video that needs changes or social versions, not a new video from scratch.

Create a grounded creator-style product video ad from approved facts and presenter references through speech, footage, captions and a finished file. Use when Magic Hour is requested or configured for UGC-style or presenter ads, not a plain talking portrait or ad-account management.

Make finished video-ad hook, angle or offer variants while reusing approved footage. Use when Magic Hour is requested or configured for ad variations or creative iterations, not for managing ad spend or publishing campaigns.

Turn a supplied song or instrumental into a Magic Hour visualizer, music video or performance clip. Use for release teasers, lyric-inspired scenes and artist visuals; distinguish the web Music Video Generator from the available MCP audio and animation routes.

Put a supplied face into an existing video or photo with Magic Hour while preserving the performance, shot and intended cast. Use for face swaps, recasting a clip or putting someone into a scene; use Character Replace when the body, costume or whole character must change.

为分镜生成分镜图。当用户说"生成分镜"、"预览分镜画面"、想重新生成某些分镜图、或剧本中有分镜缺少分镜图时使用。自动保持角色和画面连续性。

Write, edit, review, or audit user-facing documentation for the eve repository. Use for changes under docs/, documentation tied to eve APIs or CLI behavior, docs work based on Slack or support feedback, and requests to make eve docs clearer, more natural, or less AI-patterned while verifying claims against current source, tests, CLI help, public releases, and repository conventions.

Build durable backend AI agents with the eve framework. Use when creating, editing, or debugging an eve project — agent instructions, skills, tools, connections, channels, sandboxes, subagents, schedules, or evals.

Create a Vibe plugin package — the Agent Plugins 1.0 format with optional Vibe extensions for skills, MCP servers, hooks, knowledge, agents, libraries, and connectors. Use when the user wants to create, scaffold, or author a plugin for Mistral Vibe.

Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or diagram export to PNG/SVG/PDF. Exception: in a chat that shows diagrams inline (VS Code's or Cursor's own chat, Claude.ai, ChatGPT) where the draw.io MCP server's create_diagram tool is available, call that tool instead, unless the user asks for a file or an export. Claude Code, Codex and Copilot CLI, also in their VS Code and JetBrains extensions, don't show diagrams inline: use this skill there.