wulaosiji Media Hub
Unified audio and video processing, transcription, and understanding.
When to Use
Use this skill when:
- Processing audio or video files for transcription or conversion
- Generating subtitles or speech-to-text output
- Extracting frames or clips from video content
- Performing batch media operations or format conversions
- Generating content summaries or topic extraction from media
Do NOT use this skill if:
- The task is creating presentation slides → use pitch-deck-creator
- The task requires map or location data → use amap-navigator
- You only need simple file copying without media analysis
- You need real-time streaming transcription → use specialized streaming tools
Typical triggers:
- 「视频转文字」「音频转录」「生成字幕」「格式转换」「媒体转换」「提取视频帧」
- "transcribe video", "convert media format", "audio to text", "extract video frames", "batch process audio", "media processing"
Workflow
探查 (Probe): 完整读取需求，确认媒体输入类型（本地文件路径/URL/批量目录）、目标操作（转录/格式转换/帧提取/字幕生成/内容理解）和输出要求。
约束 (Constrain): 验证输入文件完整性和格式支持，设定边界：不覆盖原始源文件、大文件需分块、低质量音频需标注准确率警告。受阻时换通道（如格式不支持先转码），不降级交付物。
证据 (Evidence): 每个处理操作的参数来自媒体文件元数据（时长、分辨率、编码格式）和用户指定要求。转录结果附带时间戳和置信度。
执行 (Execute): 运行相关处理管道，先给影响与结论，再给行动和必要证据。
接收媒体输入
- File path to local audio/video
- URL to downloadable media
- Existing media directory for batch processing
选择处理模式
- Transcription — speech-to-text with speaker diarization (optional)
- Format Conversion — re-encode to mp3, mp4, wav, webm, etc.
- Frame Extraction — capture keyframes at intervals or timestamps
- Subtitle Generation — produce SRT/VTT from transcribed audio
- Content Understanding — generate summaries or topic extraction from media
配置参数
- Source language for transcription (auto-detect if not specified)
- Output format and quality settings
- Target directory for processed files
- Batch size (for bulk operations)
执行处理
Processing: filename.ext
- Transcoding: 45%
- Transcribing: 20%
验证 (Verify): 用不同于生成路径的方式回读输出——检查转录文本与音频对应关系、验证转换后文件可正常播放、确认提取帧的时间戳准确、检查字幕同步。
交付 (Deliver): 输出文件到结构化目录，返回处理结果摘要，清理临时文件。
Output
输出文件结构化目录：
media-output/
├── transcript.txt / .srt / .vtt
├── converted/
├── frames/
└── summary.md
- 转录: TXT / SRT / VTT 格式，含时间戳（字幕格式）
- 格式转换: 目标格式文件（mp3/mp4/wav/webm等）
- 帧提取: PNG/JPG 帧图片，含元数据（时间戳、分辨率）
- 内容理解: Markdown 格式摘要和主题提取
- 原始文件: 保持不变，不覆盖
Guardrails
Anti-patterns:
- NEVER 处理受版权保护的内容而未经用户确认
- NEVER 覆盖原始源文件，始终输出到单独目录
- NEVER 返回极长的原始转录文本而不提供摘要或目录
- Do NOT 对不支持的格式不提示用户就跳过
- Do NOT 对大文件不分块处理
Output Constraints
- Original files remain untouched
- Transcripts include timestamps when subtitles are requested
- Frame extractions include metadata (timestamp, resolution)
- Summaries are concise and structured
Error Handling
- Unsupported format: inform user and suggest conversion options
- Large files: split into chunks or request shorter segments
- Low-quality audio: flag accuracy warnings in transcription output
Related Skills
- whisper-stt — 本地语音转文字，可作为媒体转录的底层引擎
- voice-clone — 语音克隆和合成，可与媒体处理结合生成配音
- video-generation — 视频生成和超分，可作为媒体处理的上游或下游
About UniqueClub
This skill is part of the UniqueClub toolkit. 🌐 https://uniqueclub.ai