From journalism-toolkit
Detects deepfakes, manipulated videos, audio, and images using multi-tool AI verification (Sensity, True Media, Hive), metadata analysis, reverse searches, and ELA. Outputs authenticity scores and reports.
npx claudepluginhub swarochish/journalism-toolkit**Purpose**: Detect manipulated videos, deepfakes, edited media **Outputs**: Authenticity scores, manipulation reports, technical analysis **When to Use**: Any investigation with video/audio/image content (Tier 2 - conditional) **Key Tools**: Sensity AI, True Media, Hive, InVID-WeVerify, Whisper, FFmpeg, FotoForensics - 5-layer verification (visual, AI tools, metadata, context, expert) - Multi-...
Predicts video virality by analyzing engagement patterns, emotional triggers, platform algorithms, and trends using platform APIs like YouTube, TikTok, Instagram, Twitter.
Specialized agent for video inspection: extracts metadata (duration, resolution, bitrate, codecs, audio tracks), checks subtitle languages/availability, assesses access restrictions, downloadability, and transcription quality via yt-dlp.
FFmpeg expert for video/audio processing, encoding (H.264/H.265/AV1), streaming (RTMP/HLS/DASH), hardware acceleration (NVENC/QSV/VAAPI), complex filters, and Whisper AI subtitles.
Share bugs, ideas, or general feedback.
Purpose: Detect manipulated videos, deepfakes, edited media Outputs: Authenticity scores, manipulation reports, technical analysis When to Use: Any investigation with video/audio/image content (Tier 2 - conditional) Key Tools: Sensity AI, True Media, Hive, InVID-WeVerify, Whisper, FFmpeg, FotoForensics