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Install in OpenClaw
/install video-breakdown
Description
Provides quantitative quality scores and detailed shot-by-shot breakdowns for videos to evaluate technical quality and narrative structure.
Usage Guidance
This skill describes a useful video-analysis service but leaves important questions unanswered. Before installing or using it, ask the provider for: (1) the full backend URL(s) the agent will call, (2) authentication requirements (API key or token) and why no env vars are declared, (3) a privacy/data retention policy (will your videos be stored, for how long, used for model training?), (4) whether private or internal URLs will be accessed or if requests are proxied, and (5) an auditable implementation (code or platform-integrated tool) you can review. If you must test it, only submit non-sensitive/public videos and monitor outbound network activity; avoid sending proprietary or private media until you have explicit assurances about storage, access control, and the third‑party operator's identity.
Capability Analysis
Type: OpenClaw Skill
Name: video-breakdown
Version: 1.0.0
The skill relies entirely on an unspecified external backend service for all its core functionality (video analysis). While the stated purpose is benign, the `SKILL.md` explicitly details API endpoints (`/analyze`, `/status`) but critically omits the base URL for this backend service. This lack of a defined endpoint creates an opaque dependency and a significant vulnerability, as the agent's target for network requests is unknown from the skill definition itself. If the mechanism for resolving this backend URL is insecure or configurable by an attacker, it could lead to the agent interacting with a malicious service, potentially exposing user-provided `video_url` data to untrusted third parties or facilitating SSRF-like attacks if the backend service is vulnerable.
Capability Assessment
Purpose & Capability
The declared purpose (shot-by-shot and quality analysis) matches the instructions (submit video_url and poll a backend). However the SKILL.md references a "custom backend service" (and fal.ai) but provides no base URL, host, or authentication details — leaving an unexplained gap between claimed capability and how it would actually run.
Instruction Scope
Runtime instructions tell the agent to POST /analyze and poll /status/{task_id}, but they do not specify the full service endpoint, authentication, or policies for handling submitted video URLs. That makes the instructions incomplete and also raises privacy concerns because user-supplied video URLs would be sent to an unspecified external service.
Install Mechanism
No install spec and no code files are present (instruction-only), so nothing will be downloaded or written to disk by the skill itself. This is the lowest-risk install pattern, but also increases reliance on external platform tooling to implement the described API calls.
Credentials
The skill requests no environment variables or credentials. That is consistent with an anonymous public API, but inconsistent with the SKILL.md mention of a third-party backend (fal.ai) — such backends often require API keys. The absence of declared auth is an unexplained omission.
Persistence & Privilege
The skill does not request persistent or elevated privileges (always: false), and does not attempt to modify other skills or system configuration. Autonomous invocation is allowed by platform defaults but is not combined with additional privileges here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install video-breakdown - After installation, invoke the skill by name or use
/video-breakdown - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the video-breakdown skill.
- Provides video quality critique with quantitative scores and qualitative comments for resolution, lighting, audio, and stability.
- Offers shot-by-shot scene breakdowns with timestamps, visual descriptions, and camera work analysis.
- Supports an asynchronous workflow with job submission and status polling via a custom backend service.
- Designed to help content creators, editors, and marketers evaluate and analyze videos objectively.
Metadata
Frequently Asked Questions
What is Video Breakdown?
Provides quantitative quality scores and detailed shot-by-shot breakdowns for videos to evaluate technical quality and narrative structure. It is an AI Agent Skill for Claude Code / OpenClaw, with 392 downloads so far.
How do I install Video Breakdown?
Run "/install video-breakdown" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Video Breakdown free?
Yes, Video Breakdown is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Video Breakdown support?
Video Breakdown is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Video Breakdown?
It is built and maintained by Wells Wu (@wells1137); the current version is v1.0.0.
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