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Install in OpenClaw
/install batch-video-creator
Description
Batch Video Creator is an AI workflow for batch video production when you need dozens of consistent clips without manual editing one by one. It automates tem...
README (SKILL.md)
Batch Video Creator
Produce dozens of unique short videos from a single source in one run — with automated caption generation, hook rotation, color grading, voiceover variation, and platform-specific formatting. The content factory for teams that need volume without sacrificing quality.
What This Skill Does
Batch Video Creator is the mass-production engine behind content-heavy marketing strategies. Feed it one hero video and a set of parameters, and it outputs 10, 20, or 50+ unique variants — each with different hooks, captions, color treatments, and pacing. Every video passes platform deduplication checks thanks to a 6-layer uniqueness system.
Core Capabilities
- One-to-Many Generation — 1 source → 10-50+ unique outputs with configurable variation depth
- Hook Library — Rotate through proven hook templates (question, statistic, controversy, story)
- Caption Automation — AI-written captions with blue-word strategy, emoji placement, and hashtag optimization
- Voiceover Variants — Multiple TTS voices and pacing styles for the same script
- Color Grade Rotation — Warm, cool, vintage, high-contrast — each variant gets a different treatment
- Video Deduplication — Prompt mutation + color shift + speed jitter + crop variation + subtitle style + fingerprint perturbation
- Batch Export — All variants exported with platform-correct specs, named and organized
Production Scale
| Tier | Input | Output | Time |
|---|---|---|---|
| Quick | 1 video | 5 variants | ~10 min |
| Standard | 1 video | 15 variants | ~30 min |
| Campaign | 3 videos | 50+ variants | ~2 hours |
Usage
- "Batch produce 20 TikTok variants from this product video"
- "Generate a week's worth of Douyin content from these 3 source clips"
- "Create 15 unique Reels with different hooks for our A/B test"
Upgrade
For enterprise batch processing and API access, visit https://mediaclawbot.com
Powered by MediaClaw — content at scale
Usage Guidance
This skill's marketing-style description promises heavy video processing but gives no operational details. Before installing or using it, ask the publisher: 1) Where does the processing run — locally on your agent, or on MediaClaw/third-party servers? 2) Exactly which binaries or services are required (ffmpeg, Blender, TTS provider names) and what credentials will be requested? 3) Will source videos be uploaded to external servers, and what are retention/privacy policies? 4) For enterprise/API features, what endpoints and auth will be used? 5) Test with non-sensitive sample videos first. If the publisher cannot provide clear answers (a list of required binaries, explicit external endpoints, and a privacy/data flow description), treat the skill as risky and avoid sending real/PII-containing media.
Capability Analysis
Type: OpenClaw Skill
Name: batch-video-creator
Version: 1.0.1
The skill bundle contains only metadata and descriptive documentation for a batch video production tool. There is no executable code, shell commands, or suspicious instructions that would indicate data exfiltration, prompt injection, or malicious behavior. The external links (mediaclawbot.com and mediaclaw.ai) are consistent with the stated purpose of the skill.
Capability Assessment
Purpose & Capability
The SKILL.md describes non-trivial video processing (FFmpeg-like transforms, TTS voiceovers, color grading, export, deduplication) that would normally require binaries, libraries, or third-party APIs and likely credentials (storage, TTS, CDN). The skill declares no required binaries, env vars, or install steps — the description reads like marketing copy rather than an actionable runtime spec, which is an incoherence.
Instruction Scope
The runtime instructions are high-level and do not direct the agent to read local files, system paths, or environment variables. They also do not specify how or where processing happens (local tools vs external service). Lack of concrete commands reduces immediate risk of hidden file access but leaves too much unspecific agent discretion (e.g., where to upload source videos).
Install Mechanism
There is no install spec and no code files — this instruction-only skill does not write files or download binaries during install, which minimizes install-time risk.
Credentials
No environment variables, credentials, or config paths are requested despite capabilities that normally require access to TTS services, cloud storage, or video-processing tools. The omission is disproportionate and ambiguous: either the skill relies on platform-provided tooling (not documented) or it will request credentials/perform network operations at runtime (not declared).
Persistence & Privilege
The skill does not request persistent inclusion (always: false) and does not claim to modify other skills or system-wide settings. It uses the platform's normal autonomous-invocation model.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install batch-video-creator - After installation, invoke the skill by name or use
/batch-video-creator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Added a YAML front-matter block with a name, expanded description, and multilingual keywords to SKILL.md.
- Clarified that the tool is AI-driven and highlighted use cases for agencies, brands, sellers, and content ops teams.
- Included Chinese terms for batch video production and content automation in the description.
- No functional changes to core capabilities or usage; documentation only.
v1.0.0
- Initial release of Batch Video Creator.
- Enables mass generation of unique short video variants from a single source.
- Features automated caption generation, hook rotation, voiceover and color grading diversity.
- Ensures videos are platform-deduplication safe using a 6-layer uniqueness system.
- Supports batch export with platform-specific formatting and organization.
Metadata
Frequently Asked Questions
What is Batch Video Creator Skill?
Batch Video Creator is an AI workflow for batch video production when you need dozens of consistent clips without manual editing one by one. It automates tem... It is an AI Agent Skill for Claude Code / OpenClaw, with 201 downloads so far.
How do I install Batch Video Creator Skill?
Run "/install batch-video-creator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Batch Video Creator Skill free?
Yes, Batch Video Creator Skill is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Batch Video Creator Skill support?
Batch Video Creator Skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Batch Video Creator Skill?
It is built and maintained by wes (@imwyvern); the current version is v1.0.1.
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