Open OmniVCus
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions (NeurIPS 2025)
Supply asset profile
Design and creative production
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add caiyuanhao1998/Open-OmniVCus
Maintenance
active
5mo since push
Risk
Needs review
License is unclear
GitHub quality
503
69/100 quality · 80/100 trust
Coverage tags
Review notes
License is unclear · Quality score needs review
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Strong shortlistGood trust signals with a few areas worth checking before rollout.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v3
Human review before install
Test in a sandbox workflow and compare its install path with close alternatives.
Stars
503 GitHub stars
Repo activity
503 stars, 38 forks
Maintenance
5mo since push
License
Unknown
Install
npx skills add caiyuanhao1998/Open-OmniVCus
Install safety
standard package or runtime install path
Permission surface
filesystem or document access
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- License is unclear
- Quality score needs review
- License clarity: Unknown
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is unclear
- 5mo since push
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Design and creative workflows
- Claude Code teams
- teams that value GitHub adoption signals
- Inspect visual requirements
- Generate reusable assets
Suited agents
Trust and risk
- Trust score
- 80/100
- Risk level
- Needs review
- Auto install
- review
Do not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- License is unclear
- Quality score needs review
Agent safety v2
62/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- License is unclear
Install targets
Install this skill in your agent workflow
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add caiyuanhao1998/Open-OmniVCusAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Open%20OmniVCus%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Open%20OmniVCus%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/caiyuanhao1998-open-omnivcus/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Open OmniVCus in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Open%20OmniVCus%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/caiyuanhao1998-open-omnivcus/install
Install command: npx skills add caiyuanhao1998/Open-OmniVCus
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/caiyuanhao1998-open-omnivcus/install
LLM text format
/api/skills/caiyuanhao1998-open-omnivcus/install?format=text
Find alternatives
/api/skills/search?q=Open%20OmniVCus&limit=3
Agent prompt
Use Open OmniVCus for this task. Review https://www.openagentskill.com/api/skills/caiyuanhao1998-open-omnivcus/install, then install with: npx skills add caiyuanhao1998/Open-OmniVCusRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/caiyuanhao1998-open-omnivcus
LLM text
/api/registry/manifest/caiyuanhao1998-open-omnivcus?format=text
Install alias
/api/registry/install/caiyuanhao1998-open-omnivcus
Recommend
/api/registry/recommend?task=Use%20Open%20OmniVCus%20in%20an%20agent%20workflow&limit=3
Agent fit
Design and creative
Use-case tags
Platforms
Python, Video Generation, Claude Code
Audit report
Needs review · 78/100
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Companion skill for Design and creative
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Design and creative
Trust label
Strong shortlist
Install path
Command ready
Use when
- Design and creative workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 503 GitHub stars
- recent repository activity
- install command or GitHub repo available
- 69/100 quality profile
- 2 OpenAgentSkill engagement events
Review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Design and creative task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Strong shortlist
Good trust signals with a few areas worth checking before rollout.
GitHub adoption
INFO503 GitHub stars
Stars/forks activity
INFO503 stars, 38 forks; issue activity unavailable in current metadata
Recent maintenance
INFO5mo since push
License clarity
CHECKUnknown
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Meaningful GitHub adoption signal
- Install command has no obvious high-risk pattern
Review before install
- License is unclear
- Quality score needs review
- License clarity: Unknown
Recommended action
Test in a sandbox workflow and compare its install path with close alternatives.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Create assets
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Process rich media
Multimodal media
I need my agent to process images, video, or audio and extract useful information.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Stack fit
Add it to a complete workflow
Turn skills into distribution
Content growth agent
A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
Coding review agent
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
RAG knowledge base
A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Compare before you install
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Overview
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions (NeurIPS 2025)
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Platform Compatibility
Technical Details
- Version
- 1.0.0
- License
- Unknown
- Last Updated
- 6/16/2026
- Published
- 6/16/2026
Frameworks & Tools
Decision snapshot
Companion skill
503 GitHub stars
Audit snapshot
Install review
Install and adoption review
- Security
- 82/100
- Maintenance
- 76/100
- Install
- 92/100
Install
Add to agent workflow
Free and open source. Review the audit before production use.
Growth loop
Share kit
Scenario-led draft for Open OmniVCus, ready for a manual X post.
OpenAgentSkill Update Today: Open OmniVCus Use it when you want an agent to help with creative production instead of only text chat. 503 stars - media-automation Link: https://www.openagentskill.com/skills/caiyuanhao1998-open-omnivcus?ref=x #AIAgents #OpenAgentSkill
Optional reply with install command
Link for Open OmniVCus: https://www.openagentskill.com/skills/caiyuanhao1998-open-omnivcus?ref=x Install: npx skills add caiyuanhao1998/Open-OmniVCus
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- caiyuanhao1998
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This community indexed listing is attributed to caiyuanhao1998 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
README badge
Add this badge to your GitHub README to show the listing, trust score, and install handoff.
[](https://www.openagentskill.com/skills/caiyuanhao1998-open-omnivcus)Author
caiyuanhao1998
@caiyuanhao1998
Tags
Platform Fit
Health Signals
- GitHub stars
- 503
- Quality score
- 46/100
- Last GitHub push
- Jan 3, 2026
- Framework hints
- 2
- OpenAgentSkill views
- 2
- Install copies
- 0
- Outbound clicks
- 0
Community Signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & Safety
Strong shortlist
- GitHub adoption503 GitHub starsINFO
- Stars/forks activity503 stars, 38 forks; issue activity unavailable in current metadataINFO
- Recent maintenance5mo since pushINFO
- License clarityUnknownCHECK
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskno major dependency risk hints in public metadataPASS
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