给你的 AI 助手 装上 专业技能

Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance.

图像与多媒体

sakamoto-family-smile/agent_monorepo

agent-architecture-audit

Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature.

Skill与智能体开发

stable-diffusion-image-generation

State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.

图像与多媒体

stable-diffusion-image-generation

图像与多媒体

share-github-pr

Use this plugin when the user wants to package an accepted plugin or artifact as a GitHub pull request for Open Design or another target repository.

设计师视觉设计

skill-architect

Design, create, audit, evaluate, package, and improve reusable agent skills and their target integrations. Use when turning workflows or runbooks into skills, refining skill triggering or instructions, adding skill evals, separating runtime packages from repository evidence, checking cross-client compatibility, or adapting a shared skill to a specific agent harness.

设计师视觉设计Skill与智能体开发

drawio-shapes

Extract and catalog draw.io shape libraries from the jgraph/drawio GitHub repo. Use when the user asks to refresh provider catalogs, inspect available AWS, Azure, or GCP icons, update the shape library, or prepare downstream shape artifacts for another skill.

cloud-diagram

Generate cloud architecture diagrams as `.drawio` files. Use when the user asks for an architecture diagram, infrastructure diagram, cloud diagram, or system design for AWS, Azure, GCP, or multi-cloud environments.

example

Demonstrate this repository's shared runtime package and external eval conventions. Use when a task needs the example skill contract.

release-notes

Helps with release notes.

pdf-processing

Helps with PDF files.

文档处理

release-helper

Prepare and publish release notes for repository releases.

create-video-storyboard

Use this plugin when the user wants a video concept, storyboard, shot list, prompt pack, or render-ready motion brief for a product, campaign, or explainer.

市场营销视觉设计图像与多媒体

returns-reverse-logistics

Codified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Informed by returns operations managers with 15+ years experience. Includes grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes. Use when handling product returns, reverse logistics, refund decisions, return fraud detection, or warranty claims.

quality-nonconformance

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology. Use when investigating non-conformances, performing root cause analysis, managing CAPAs, interpreting SPC data, or handling supplier quality issues.

production-scheduling

Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years experience. Includes TOC/drum-buffer-rope, SMED, OEE analysis, disruption response frameworks, and ERP/MES interaction patterns. Use when scheduling production, resolving bottlenecks, optimizing changeovers, responding to disruptions, or balancing manufacturing lines.

logistics-exception-management

Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviors, claims procedures, and judgment frameworks. Use when handling shipping exceptions, freight claims, delivery issues, or carrier disputes.