Creative teams need to coordinate models, reference files, and costs across asset generation tasks. This skill guides Layer MCP requests from workspace selection to completed assets and style warnings.
이 요청을 에이전트에 복사하세요. 공식 Skill 페이지와 매니페스트가 포함되어 있습니다.
에이전트 요청
Review the Skillstore skill "layer" from https://skillstore.io/skills/layerai-layer.md and its manifest at https://skillstore.io/api/skills/layerai-layer/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.
에이전트는 계속해서 계획을 표시하고 보안 정책에서 요구하는 확인을 요청해야 합니다.
에이전트가 읽기 쉬운 리소스
AI 에이전트, 크롤러, 스크립트가 전체 페이지 대신 정리된 컨텍스트만 필요할 때 이 링크를 사용하세요.
All 71 static findings are false positives: Markdown formatting, expected Layer service access, and unrelated prose matched execution or reconnaissance patterns. No evidence found of prompt injection, credential theft, or unauthorized data transfer in SKILL.md. Actual use requires authenticated external services, reference uploads when requested, and paid generation with documented spending confirmations.
layerai. (2026). layer security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/layerai-layer/audits/1
BibTeX 인용
@techreport{layerai-layerai-layer-2026,
author = {layerai},
title = {layer security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/layerai-layer/audits/1},
note = {Author version unspecified}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "layer security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "layerai"
date-released: "2026-10-11"
url: "https://skillstore.io/skills/layerai-layer/audits/1"
identifiers:
- type: other
value: "skillstore:layerai-layer:audit:1"
description: "Skillstore immutable audit report identifier"
Skillstore 점수
이 점수의 이유증거 신뢰도: 중간
55
아키텍처
85
유지보수성
87
콘텐츠
65
커뮤니티
83
사양 준수
만들 수 있는 것
Produce Sprite Variations
Create variations of a building sprite prompt after selecting a suitable model and reviewing the estimated workspace cost.
Maintain a Trained Visual Style
Apply workspace reference sets across asset requests and identify any styles that fail to apply.
Coordinate Creative Production
Prepare reference files, estimate a sequence budget, and track image or video generation through completion.
이 프롬프트를 사용해 보세요
Discover a Suitable Model
In [workspace], find a model for [asset type] and check its requirements. Report available options without starting generation.
Generate a Costed Batch
Create four variations of [sprite prompt] in [workspace]. Estimate cost first, apply the spending gate, and return completed asset links.
Use References and Trained Styles
Use [reference file] and [trained style] in [workspace] for [asset]. Estimate first, report style warnings, and obtain required approval before execution.
Plan a Multi-Run Production Sequence
Plan separate runs for [asset list] in [workspace]. Present total estimated cost for approval, reuse file identifiers, and monitor results and style degradation.
모범 사례
Confirm the paying workspace, discover models for the task, and review their requirements before preparing a run.
Estimate every run and present planned sequence totals before obtaining required approval, even when negative balances are allowed.
Reuse generated file identifiers, follow returned polling intervals, and report reference style warnings accurately.
피하기
Guessing model identifiers or filtering out suitable models with unnecessary capability settings.
Executing without an estimate or treating negative balance permission as approval to bypass spending confirmation.
Treating batch variations as distinct assets or reporting degraded reference styles as successfully applied.
자주 묻는 질문
What must I connect before using this skill?
Connect your MCP client to the documented Layer endpoint, complete OAuth, and select an accessible workspace. Connection instructions are in a separate skill.
Which asset types does the guidance cover?
It covers model selection for images, video, 3D meshes, and audio. Specialized craft guidance refers to related skills.
When is spending confirmation required?
Single runs above 20 CUs require explicit approval. Planned sequences require presenting their total cost for agreement before starting.
Can one batch create several different assets?
A batch creates variations of one prompt, with sizes from 1 to 16. Distinct prompts require separate runs.
How are reference files provided?
Local files use signed upload URLs. Public files use the import tool, while completed assets reuse their existing file identifiers.
Does a completed run guarantee that my trained style applied?
No. Check degradation warnings during estimation, execution, and polling. A successful run can still omit the requested style and consume credits.