sam-cell-seg
Guidance for SAM-based cell segmentation and mask conversion tasks involving MobileSAM, mask-to-polygon conversion, CSV processing, and command-line interface design. This skill applies when working with Segment Anything Model (SAM) for biological image segmentation, converting binary masks to polygon coordinates, processing microscopy data, or building CLI tools that interface with deep learning models. (project)
Install
mkdir -p .claude/skills/sam-cell-seg && curl -L -o skill.zip "https://mcp.directory/api/skills/download/3248" && unzip -o skill.zip -d .claude/skills/sam-cell-seg && rm skill.zipInstalls to .claude/skills/sam-cell-seg
About sam-cell-seg
sam-cell-seg is a specialized agent skill created by benchflow-ai that extends AI coding assistants with enhanced capabilities. Agent skills provide context, workflows, and specialized knowledge that help AI assistants perform specific tasks more effectively than general-purpose AI alone.
Guidance for SAM-based cell segmentation and mask conversion tasks involving MobileSAM, mask-to-polygon conversion, CSV processing, and command-line interface design. This skill applies when working with Segment Anything Model (SAM) for biological image segmentation, converting binary masks to polygon coordinates, processing microscopy data, or building CLI tools that interface with deep learning models. (project)
How to use sam-cell-seg
Once installed, sam-cell-seg becomes available in your AI coding environment automatically. Your AI assistant will use the skill's instructions and knowledge whenever relevant tasks arise in your workflow. You can install it at the project level (available only in a specific project) or globally (available across all your projects).
Use the install panel on this page to copy a one-line command for your preferred AI client. The skill files are downloaded and placed in the appropriate directory — no additional configuration is required.
Compatible AI clients
sam-cell-seg works with multiple AI coding assistants including Cursor, Claude Code, Codex, Copilot, and other agents that support the skills format. Each client stores skills in a slightly different directory, but the installation command handles this automatically.
What are agent skills?
Agent skills are reusable instruction sets that give AI coding assistants new capabilities. Unlike MCP servers that provide tools and API connections, skills provide context, workflows, and domain-specific knowledge. Think of skills as specialized training for your AI assistant — they help it understand particular frameworks, coding patterns, or development workflows.
Browse more skills in the skills directory or check out the leaderboard to see the most popular skills.
About the author
benchflow-ai has published 7 skills on MCP.Directory. Browse their full catalog to discover complementary skills for your workflow.
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