AI Agent Skill: Answer Video Queries with Timestamped Evidence

AI Agent Skill: Answer Video Queries with Timestamped Evidence

This AI agent skill assists developers and teams using AI coding agents like Claude Code, Cursor, and Codex to answer specific questions about previously watched or indexed videos. It retrieves answers directly from a persistent index with timestamped evidence, thereby reducing the need to re-watch videos.

What this skill does

• Responds to questions about video content using an indexed repository of watched videos.
• Provides responses including timestamps, confidence scores, and relevant video frames when necessary.
• Honors honest refusal if the requested information is not present in the video.
• Escalates query processing through resampling and OCR enhancements if initial attempts are inconclusive.
• Supports multiple languages, responding in the language of the question posed.

Who it is for

• Developers involved in integrating video content analysis into AI-driven solutions.
• Teams employing AI agents for coding and software development tasks.
• Technical professionals requiring precise, timestamped information from video content without manual viewing.

Use cases

• Efficiently answering specific queries like "What do they say about X" or "What happens at 2:30" concerning video content.
• Providing timestamped confirmations for particular occurrences or statements in training videos without full video review.
• Assisting development teams in extracting critical frames or error details from recorded screencasts or software demonstrations.

Technical details

• Utilizes agent-observability and AI application tools for effective query handling.
• Employs 'asking-with-evidence' methodology to ensure accurate and documented responses.
• Integrated within AI platforms such as Claude Code, Cursor, and Codex for seamless compatibility.
• Provides a straightforward command-line interface for query submission and processing.

Source & Licence

This package is built on open-source work published by oxbshw (oxbshw/watch-skill) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.