Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add GzuPark/claude-plugin-pack --skill video-insightgit clone --depth 1 https://github.com/GzuPark/claude-plugin-packWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/gzupark/claude-plugin-pack/video-insight)<a href="https://agentmods.dev/skills/gzupark/claude-plugin-pack/video-insight"><img src="https://agentmods.dev/badge/skills/gzupark/claude-plugin-pack/video-insight/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/gzupark/claude-plugin-pack/video-insight"><img src="https://agentmods.dev/badge/skills/gzupark/claude-plugin-pack/video-insight.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00082 | $0.02939 |
| Opus 5 | $0.00041 | $0.01470 |
| Sonnet 5 | $0.00016 | $0.00588 |
| Haiku 4.5 | $0.00008 | $0.00294 |
Grade C, and why
video-insight scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf /tmp/video-insight/ How it starts
The opening of the file, as written. The whole thing — 441 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Video Insight
Analyzes YouTube videos or local media files to generate summaries, insights, and optionally Q&A highlights to reinforce key learning points.
Architecture
flowchart TB
subgraph Main["Main Session"]
SKILL[SKILL.md<br/>Orchestrator]
end
subgraph Agents["Subagents"]
subgraph Haiku["Haiku Models"]
QM[qa-generator<br/>Q&A Generation]
end
subgraph Sonnet["Sonnet Models"]
TA[transcript-analyzer<br/>Transcript Analysis]
DW[digest-writer<br/>Digest Writing]
DR[deep-researcher<br/>Deep Research]
end
end
SKILL --> TA
SKILL --> DW
SKILL --> QM
SKILL --> DR
TA -.->|Return Summary| SKILL
DW -.->|Save Document| SKILL
QM -.->|Q&A Section| SKILL
DR -.->|Research Results| SKILL
style Main fill:#f5f5f5,stroke:#333
style Haiku fill:#e1f5fe,stroke:#0288d1
style Sonnet fill:#fff3e0,stroke:#f57c00
Context Management: Main Session handles only orchestration. Long transcript processing is performed by Subagents to protect context.
Prerequisites
YouTube URL Processing:
- Requires
yt-dlp(brew install yt-dlp)
Local File Processing:
- Requires
whisper-cpp(brew install whisper-cpp) - Requires
ffmpeg(brew install ffmpeg) - Whisper model download (automatic on first run)
Check dependencies: ./scripts/check_dependencies.sh
Supported Input Types
| Type | Pattern | Processing Method |
|---|---|---|
| YouTube URL | https://youtu.be/ |
Extract (yt-dlp) |
| Video File | *.mp4, *.mov |
whisper.cpp STT |
| Audio File | *.mp3, *.m4a |
whisper.cpp STT |
| Subtitle File | *.srt, *.vtt |
Use directly |
Workflow
Dependency Check (Before Starting)
CRITICAL: Check required dependencies before processing. If missing, show installation guide and stop immediately (do not retry).
What ships with it
10 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/deep-research.md 2.6 KB
- references/prerequisites.md 3.7 KB
- references/qa-patterns.md 3.3 KB
- run.sh 2.7 KB runs code
- scripts/check_dependencies.sh 2.4 KB runs code
- scripts/extract_local_metadata.sh 1.7 KB runs code
- scripts/extract_local_transcript.sh 1.8 KB runs code
- scripts/extract_metadata.sh 218 B runs code
- scripts/extract_transcript.sh 594 B runs code
- templates/video-insight.md 1.2 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 441 lines · 82 tokens per session scan C 0bcf1d8d0039
video-insight is a skill published in the GitHub repository GzuPark/claude-plugin-pack (6 stars, last pushed 7mo ago), licensed MIT. It adds 82 tokens to every session and 2,939 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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