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Use when maintaining or consulting the project-local LLM Wiki synthesis layer. The Wiki is for cross-source working understanding, term glossaries, business rules, conflicts, decisions, open questions. It is NOT the evidence layer; citations and grounding…

Use when working on source ingestion, source normalization, 项目知识库 RAG 索引, grounded summaries, or citations in this repo, especially when deciding what can go into 项目知识库 RAG directly and what must be converted first.

Use when analyzing customer requirements, project materials, chat history, or project state for this repo, especially when deciding what belongs in current understanding, pending items, confirmed items, conflicts, MVP, versions, or artifacts.

AI-driven multi-format SVG content generation system for presentations, social media graphics, and marketing materials. Use when creating PPTs, posters, or visual content from documents.

鉴于本地 OCR 工具的缺失，本技能利用 Agent 的多模态能力来查看图像（PNG, JPG 等）并将内容（文本、表格、逻辑图）转录为格式化的 Markdown。

Post-session programming tutor for a developer who wants to grow. Use after an AI-assisted coding session to learn from it — it picks the one load-bearing decision the AI made that you most likely don't truly understand, makes you predict why before it…

Generate and edit draw.io artifacts from natural-language prompts without a frontend. Use when the user asks for prompt-to-diagram workflows that need `.drawio` output, optional image export (`png`/`svg`/`pdf`/`jpg`), context ingestion (image/PDF/text/URL),…

Risk-tiered code review workflow for AI-generated or agent-authored changes. Use when reviewing pull requests, diffs, or batches of incoming PRs produced or coauthored by coding agents; triaging review queues by blast radius; deciding what evidence is…

Convert narration audio plus slide decks into a narrated video. Use when the user has an audio-only `mp4/m4a/mp3/wav` and a `ppt/pptx/pdf` deck, and needs slide images, transcript extraction, slide timing planning, or final `mp4` rendering with `whisper-cpp`…

Turn existing project assets into a submission-ready academic paper. Use when the task involves CFP alignment, evidence scoping, abstract selection, outline expansion, figure planning, reviewer-style quality gates, submission packaging, or post-submission…