video-reverse-promptAnalyze videos to extract reverse prompts, shot-by-shot breakdowns, and AI-ready visual descriptions via the NanoPhoto.AI Video Reverse Prompt API. Use when:...
Install via ClawdBot CLI:
clawdbot install nanophotohq/video-reverse-promptGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
upload → https://nanophoto.ai/settings/apikeysCalls external URL not in known-safe list
https://nanophoto.ai/settings/apikeysAI Analysis
The skill sends video data to a documented third-party API (nanophoto.ai) for its stated purpose of reverse prompt generation, which is consistent with its functionality. While this involves external data processing, the endpoint and credential requirements are transparently disclosed. No evidence of credential harvesting, hidden instructions, or obfuscation was found.
Audited Apr 17, 2026 · audit v1.0
Generated Aug 12, 2026
Marketers receive a YouTube video and use the skill to extract shot-by-shot breakdowns and reverse prompts, enabling them to recreate or adapt successful video styles for short-form content on platforms like TikTok or Instagram Reels.
AI researchers and developers analyze existing videos to extract detailed prompts and shot descriptions, which are then used to fine-tune or train video generation models for better alignment with human expectations.
Educators and instructional designers use the skill to break down educational videos into detailed storyboards and prompts, making it easier to recreate or adapt content for different audiences or languages.
Filmmakers and video producers reverse-engineer existing videos to understand shot compositions, camera movements, and audio design, aiding in pre-production planning and storyboarding for new projects.
Brands and market analysts use the skill to analyze competitors' video ads or promotional content, extracting the underlying prompts and shot lists to identify successful strategies and inspire their own campaigns.
Charge users a recurring fee for access to the NanoPhoto.AI Video Reverse Prompt API. The skill acts as a client, enabling seamless integration for subscribers who need regular video analysis.
Monetize each analysis call by charging per API request (1 credit each). Users purchase credits in bundles, and the skill enforces authentication and billing, providing a metered revenue stream.
Offer a limited number of free reverse-prompt analyses to attract users, then upsell premium features such as higher volume, faster processing, or advanced analytics via paid plans.
💬 Integration Tip
Ensure NANOPHOTO_API_KEY is set in the environment before invoking the skill. Prefer using the bundled Python script for local files to avoid encoding issues.
Scored Aug 12, 2026
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