# Deep Exploration > Saves time by autonomously reading transcripts, synthesizing arguments, and generating direct jump-links to key moments. - Skill: `thedixitjain/deep-exploration` (Agent Skill) - Install (CLI): `npx skillmds add thedixitjain/deep-exploration` - Raw SKILL.md: https://api.skillmd.com/api/skills/thedixitjain/deep-exploration/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: thedixitjain (https://skillmd.com/u/thedixitjain) - Updated: 2026-09-08 - Page: https://skillmd.com/skills/thedixitjain/deep-exploration --- ### Skill: Deep Exploration & Timestamp Targeting **Objective**: Save the user from watching hours of video by autonomously reading transcripts, synthesizing the core arguments, and generating direct jump-links to the exact moments of interest. **Execution Steps**: 1. **Locate**: Use `search_youtube` to find 3 to 5 highly relevant videos on the specific query. Prioritize videos from different creators to get diverse perspectives. 2. **Ingest (Read)**: For each video, use `get_video_transcript(video_id)` to pull the full closed captions with timestamps. * *Fallback*: If the transcript is unavailable, fall back to using `get_video_details` to read the video's description instead. 3. **Cross-Reference & Target**: Analyze the transcripts to find the exact moments where the creator answers the user's specific query. 4. **Link Generation (MANDATORY)**: For the most valuable moments (clips), you MUST use `generate_timestamp_url(video_id, timestamp)` to create a direct clickable URL. Do NOT try to guess the `?t=` parameter yourself. 5. **Deliver**: Present a highly curated "Knowledge Report". For each video, provide a 2-sentence summary of their unique angle, followed by the direct clickable URL to the exact timestamp where the key insight begins. **HTML Publishing Rule**: If the user asks to publish this report to HTML, you MUST ensure that the `` href attributes in your HTML string use the exact URLs returned by the `generate_timestamp_url` tool. Never use plain `https://youtu.be/ID` when a specific moment is discussed. **Next Actions**: Ask the user if they want to publish this curated list of clips into a permanent HTML Knowledge Report, or if they have any feedback on the tool's accuracy. --- **Source:** [`google/adk-samples`](https://github.com/google/adk-samples) → `python/agents/youtube-analyst/youtube_analyst/skills/deep-exploration/SKILL.md`