Assembly Reflection Tools Workflow
> **â ï¸ IMPORTANT**: Before using any F8Framework features, you **MUST** formally initialize the framework. Ensure `ModuleCenter.Initialize(this);` and all required modules (e.g. `FF8.Message = ModuleCenter.CreateModule<MessageManager>();`) are instantiated in the launch sequence (e.g. `GameLaunc
cvfit
Use when someone points at a job, hackathon, fellowship or program application and wants a resume for it. Triggers: a posting URL, a screenshot of a posting, pasted posting text, a company plus role name, or phrasings like 'adapt my CV to this', 'tailor my resume for this role', 'Harvard format resume', 'make a CV for this application', 'one-page resume'. The skill reads the posting, assembles the person's material from whatever exists (the conversation, an Obsidian vault, markdown notes, an old resume, public repos), decides the right shape for that person and that posting, renders a one-page Harvard-format PDF, and evaluates it against a rubric until it passes or the gap is explained. Don't use for cover letters, LinkedIn profiles or portfolio sites.
codex-ppt
Generate image-based PowerPoint decks from articles, reports, papers, notes, or outlines. Use this skill when the user asks to create a visually unified PPT/PPTX deck where each slide is a full-slide generated image, then assemble those images into a PowerPoint file.
claude-gif
Ultimate GIF creator: AI video-to-GIF (Veo 3.1), programmatic animations (Remotion), AI image sequence assembly (Gemini/FLUX.2), animated SVG-to-transparent-GIF (Playwright), video conversion, and GIF editing/optimization. Palette optimization, perfect loops, platform-specific sizing, dithering control. Use when user says "gif", "create gif", "make gif", "animated gif", "convert to gif", "optimize gif", "gif from video", "meme gif", "reaction gif", "loading spinner gif", "logo animation gif", "transparent gif", "svg to gif", or "/gif".
design-image-studio
Directly generate design-oriented AI images with strong creative direction and prompt engineering. Use this skill for posters, product visuals, PPT illustrations, infographics, teaching/demo diagrams, campaign key visuals, cover art, or when the user wants design-quality image generation rather than generic AI art. This skill turns a loose brief into a design brief, assembles a structured prompt, routes to the right Volcengine Seedream settings, and can generate the image immediately.
bench-fast
Run a benchmark with minimal iterations to generate assembly code via BenchmarkDotNet's DisassemblyDiagnoser. Use to generate one big assembly code file per benchmark.
design-extraction
This skill should be used when the user asks about Storybook, design systems, UI components, extracting HTML, or building interfaces using existing components. Activates for component listing, HTML extraction, theme analysis, or UI assembly.
Unity Feature Scaffold
Generate a feature module with folders, assembly definitions, and a starter class based on `docs/ProjectConfig.yaml`.