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Generate the Claude Code section of the AI Agent daily report from raw corpus.

Generate the Codex section of the AI Agent daily report from raw corpus.

Generate the GitHub AI 项目 section of the AI Agent daily report from raw corpus.

Generate the GitHub 趋势项目 section of the AI Agent daily report from raw corpus.

Generate the HN 搜索 section of the AI Agent daily report from raw corpus.

Generate the Hacker News section of the AI Agent daily report from raw corpus.

Generate the OpenClaw section of the AI Agent daily report from raw corpus.

Generate the Polymarket 市场 section of the AI Agent daily report from raw corpus.

Use when user wants to initialize a new video project with directory structure

Use when user needs to view, get, or set project or global configuration

快速创建视频，全面拥抱 Seedance 2.0。一步完成：故事大纲 → 素材准备 → 文本分镜 → i2v 生成视频。

使用 AI 生成结构化文本分镜，作为视频生成的输入。用于用户需要一个视频的文本描述（分镜）的场景。用户说"帮我生成一个分镜"、"帮我写视频脚本"时触发。

Publish videos to Douyin (抖音). Use when user wants to upload and publish videos to Douyin platform.

Publish videos to Kuaishou (快手). Use when user wants to upload and publish videos to Kuaishou platform.

Use when user needs to generate TTS voice, sound effects, and background music for a video

Use when user needs to transform or edit images using AI. Independent image-to-image command for converting reference images to different styles or content.

Submits Plotloom clip prompts to fake or real video adapters and records candidate outputs. Use when the user asks to generate a candidate mp4, run fake adapter, run Dreamina/即梦, submit a clip, poll a queued submit_id, or turn `video-prompts.md` / `video-prompts-en.md` into `episodes/epXXX/videos/clip-YY/candidates/vNNN.mp4`.

Use when a Plotloom final video needs English subtitles, Chinese subtitles, bilingual English+Chinese subtitles, subtitle timing alignment, ASS/SRT artifacts, burned-in captions, or verified review copies for delivery.

Creates production-grade character reference sheet briefs/prompts for Plotloom short dramas: turnaround, color palette, expressions, micro-expressions, head details, wardrobe/accessory details, props, and hand gestures for AI-video consistency.

Creates dark table-style Chinese storyboard flowcharts for Plotloom short dramas. Use when the user asks for 15秒导流流程图, 分镜头脚本, black-background storyboard tables, numbered shot rows, Chinese dialogue columns, image-generation prompts for storyboard sheets, or red face-grid overlays on character faces.

Creates a lean Plotloom episode intent card before video prompt generation. Use when the user says plan ep001, next episode, make a 45s/60s short-drama episode, define hook/reversal/cliffhanger, or when `episodes/epXXX/episode-card.md` is missing or thin before writing Seedance/Dreamina/video prompts.

Use when the user starts or revises a Plotloom/短剧 series idea, needs `series.md` or `characters.md`, mentions character bible, cast design, repeatable story engine, character-grid, or wants stable world/tone/visual anchors before episode, prompt, video, selection, or stitching work.

Writes Plotloom continuous video prompt tasks for Seedance, Dreamina/即梦, and similar video models. Use when the user asks for video prompts, Seedance prompts, 即梦视频提示词, turn an episode card into clips, preserve character-grid continuity, or create `episodes/epXXX/video-prompts.md` / `video-prompts-en.md` before adapter submission.

Reviews Plotloom image/video candidates and decides accept, reroll, revise_prompt, or ask_user before copying to `selected.*`. Use when the user asks to review a candidate, choose the best version, accept/reroll, check character consistency, evaluate model artifacts, or copy a candidate to `selected.mp4` / `selected.png` with backup semantics.

生成面向 coding agent 生态的 GitHub 中文日报。用户想看固定 5 个核心仓库（anthropics/claude-code、openclaw/openclaw、sst/opencode、zed-industries/zed、anthropics/claude-plugins-official）的更新，或想看 10 个新仓候选时使用。

Use when user shares preferences, project conventions, or important context that should persist across sessions