TeaCache
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
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 ali-vilab/TeaCache
Maintenance
stale
1y since push
Risk
Needs review
Repository appears stale
GitHub quality
1.3K
72/100 quality · 84/100 trust
Coverage tags
Review notes
Repository appears stale · Repository looks stale
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
StrongSolid option that is likely worth shortlisting for production workflows.
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
1.3K GitHub stars
Repo activity
1.3K stars, 58 forks
Maintenance
1y since push
License
Apache-2.0
Install
npx skills add ali-vilab/TeaCache
Install safety
standard package or runtime install path
Permission surface
filesystem or document access
Docs
Usable metadata, review docs
Risk summary
Review before production
- Repository looks stale
- Quality score needs review
- Recent maintenance: 1y since push
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- 1y 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
- 84/100
- Risk level
- Needs review
- Auto install
- review
Do not use when
- teams that require actively maintained dependencies
- production agents without a repository review
- Repository looks stale
- Repository appears stale
- Quality score needs review
Agent safety v2
60/100 · 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.
- Repository appears stale
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 ali-vilab/TeaCacheAgent 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%20TeaCache%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20TeaCache%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/ali-vilab-teacache/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 TeaCache in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20TeaCache%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ali-vilab-teacache/install
Install command: npx skills add ali-vilab/TeaCache
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/ali-vilab-teacache/install
LLM text format
/api/skills/ali-vilab-teacache/install?format=text
Find alternatives
/api/skills/search?q=TeaCache&limit=3
Agent prompt
Use TeaCache for this task. Review https://www.openagentskill.com/api/skills/ali-vilab-teacache/install, then install with: npx skills add ali-vilab/TeaCacheRegistry 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/ali-vilab-teacache
LLM text
/api/registry/manifest/ali-vilab-teacache?format=text
Install alias
/api/registry/install/ali-vilab-teacache
Recommend
/api/registry/recommend?task=Use%20TeaCache%20in%20an%20agent%20workflow&limit=3
Agent fit
Design and creative
Use-case tags
Platforms
Python, Video Generation, Claude Code
Audit report
Needs review · 76/100
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
- 1,340 GitHub stars
- install command or GitHub repo available
- 72/100 quality profile
- 1 OpenAgentSkill engagement events
Review first
- Repository looks stale
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
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 58 forks; issue activity unavailable in current metadata
Recent maintenance
FIX1y since push
License clarity
PASSApache-2.0
Good signals
- Manually verified listing
- 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
- Repository looks stale
- Quality score needs review
- Recent maintenance: 1y since push
Recommended action
Test in a sandbox workflow and compare its install path with close alternatives.
Quality profile
Strong candidate for agent workflows
Solid option that is likely worth shortlisting for production workflows.
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.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
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
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.
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.
Alternative shortlist
Compare before you install
Similar skills in this category, ranked with the same readiness and quality signals.
Diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
InvokeAI
Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
Pixelle Video
🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine
LivePortrait
Bring portraits to life!
Overview
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
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
- Apache-2.0
- Last Updated
- 6/16/2026
- Published
- 6/16/2026
Frameworks & Tools
Decision snapshot
Companion skill
1,340 GitHub stars
Audit Snapshot
Install and adoption review
- Security
- 88/100
- Maintenance
- 38/100
- Install
- 92/100
Growth loop
Share this skill
Scenario-led draft for TeaCache, with the OpenAgentSkill Update theme and canonical URL.
OpenAgentSkill Update Today: TeaCache Use it when you want an agent to help with creative production instead of only text chat. 1.3K stars - media-automation Link: https://www.openagentskill.com/skills/ali-vilab-teacache?ref=x #AIAgents #OpenAgentSkill
Optional reply with install command
Link for TeaCache: https://www.openagentskill.com/skills/ali-vilab-teacache?ref=x Install: npx skills add ali-vilab/TeaCache
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- ali-vilab
- Source
- ali-vilab/TeaCache
- 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 ali-vilab 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/ali-vilab-teacache)Author
ali-vilab✓
@ali-vilab
Tags
Platform Fit
Health Signals
- GitHub stars
- 1.3K
- Quality score
- 49/100
- Last GitHub push
- Jun 8, 2025
- Framework hints
- 2
- OpenAgentSkill views
- 1
- 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 adoption1.3K GitHub starsPASS
- Stars/forks activity1.3K stars, 58 forks; issue activity unavailable in current metadataINFO
- Recent maintenance1y since pushFIX
- License clarityApache-2.0PASS
- README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
- Dependency/runtime riskno major dependency risk hints in public metadataPASS
Related Skills
Diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
33.9K stars · 0 installsInvokeAI
Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
27.4K stars · 0 installsPixelle Video
🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine
22.8K stars · 0 installsLivePortrait
Bring portraits to life!
18.6K stars · 0 installs