Segment Anything Model Guide
Orchestra-Research/AI-Research-SKILLs
Guide to using Meta's Segment Anything Model for zero-shot image segmentation with point, box or mask prompts, or automatic mask generation.
SOTA Computer Vision Expert (2026). An agent skill from aiskillstore/marketplace.
Install Computer Vision Expert
$ npx skills add aiskillstore/marketplace --skill computer-vision-expert -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace computer-vision-expert --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/computer-vision-expert .claude/skills/computer-vision-expert && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "computer-vision-expert" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/computer-vision-expert into .claude/skills/computer-vision-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "computer-vision-expert", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/computer-vision-expertType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill computer-vision-expert -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace computer-vision-expert --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/computer-vision-expert .agents/skills/computer-vision-expert && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "computer-vision-expert" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/computer-vision-expert into .agents/skills/computer-vision-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "computer-vision-expert", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill computer-vision-expert -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace computer-vision-expert --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/computer-vision-expert .cursor/skills/computer-vision-expert && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "computer-vision-expert" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/computer-vision-expert into .cursor/skills/computer-vision-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "computer-vision-expert", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/sickn33/computer-vision-expert--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill computer-vision-expert -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace computer-vision-expert --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/computer-vision-expert .gemini/skills/computer-vision-expert && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "computer-vision-expert" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/computer-vision-expert into .gemini/skills/computer-vision-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "computer-vision-expert", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace computer-vision-expertInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill computer-vision-expert -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/computer-vision-expert .github/skills/computer-vision-expert && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "computer-vision-expert" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/computer-vision-expert into .github/skills/computer-vision-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "computer-vision-expert", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill computer-vision-expert -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace computer-vision-expert --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/computer-vision-expert .opencode/skills/computer-vision-expert && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "computer-vision-expert" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/computer-vision-expert into .opencode/skills/computer-vision-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "computer-vision-expert", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
computer-vision-expert- GitHub stars
- 430
- Used in
- 6 other repos
- Token cost
- ~971 tokens
- SKILL.md length
- 434 words
- Files
- 2
- Skills in repo
- 1,108
- Repo updated
- First seen
- Licence
- None found
At a glance
SOTA Computer Vision Expert (2026). An agent skill from aiskillstore/marketplace.
- Works in 7 steps: Unified Real-Time Detection (YOLO26) → Promptable Segmentation (SAM 3) → Vision Language Models (VLMs) → …
- Tasks that involve Computer vision
- SKILL.md covers Purpose, When to Use, Capabilities and Patterns, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Computer Vision Expert is an agent skill from aiskillstore/marketplace. SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
Its SKILL.md is about 970 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in AI & LLM Engineering, covering Computer vision. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Computer vision
Example prompts
- “/computer-vision-expert”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Unified Real-Time Detection (YOLO26)
- Promptable Segmentation (SAM 3)
- Vision Language Models (VLMs)
- Geometry & Reconstruction
- Text-Guided Vision Pipelines
- Deployment-First Design
- Progressive 3D Scene Reconstruction
What it can do on your machine
Read from SKILL.md and the folder at commit ad8daf7. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Computer Vision Expert loads about 971 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 434 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 434 words (~971 tokens).
“Role: Advanced Vision Systems Architect & Spatial Intelligence Expert”
- name
- computer-vision-expert
Files
SKILL.md and 1 other file in skills/sickn33/computer-vision-expert of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit ad8daf7
Used in 6 other repositories
We found 18 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 6 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- majiayu000/claude-skill-registryskills/ai-ml/computer-vision-expertskills/ai-ml/computer-vision-expert-bcastelino-agent-skills-kit+2 more
- sickn33/agentic-awesome-skillsskills/computer-vision-expertplugins/agentic-awesome-skills/skills/computer-vision-expert+1 more
- agent-skills-hub/agent-skills-hubskills/computer-vision-expert
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/computer-vision-expertantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/computer-vision-expert+1 more
- benjaminasterA/antigravity-awesome-skillsskills/computer-vision-expert
- henryalouf/ruflow.agents/skills/computer-vision-expert.agents/skills/antigravity-awesome-skills/skills/computer-vision-expert+4 more
Compare with similar skills
Computer Vision Expert next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Computer Vision Expert this skillaiskillstore/marketplace | 430 | 6 repos | ~971 | Automated safety check: Pass | None | |
| Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~3.3k | Automated safety check: Pass | MIT | |
| CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Yolo Master AgentTencent/YOLO-Master | 742 | — | ~755 | Automated safety check: Pass | AGPL-3.0 | |
| Video Understandjjyaoao/HelloAgents | 3.2k | 1 repos | ~6.2k | Automated safety check: Pass | MIT | |
| Motioneyes Visual Analysisedwardsanchez/MotionEyes | 229 | — | ~2k | Automated safety check: Pass | None |
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Yolo Master Agent
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Video Understand
jjyaoao/HelloAgents
Implement specialized video understanding capabilities using the z-ai-web-dev-sdk.
Motioneyes Visual Analysis
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Pixel-based motion and UI change analysis from frame sequences or screenshots using computer vision and visual comparison.
LLaVA Vision-Language Model
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Related
Categories
Questions about Computer Vision Expert
What does Computer Vision Expert do?
SOTA Computer Vision Expert (2026). An agent skill from aiskillstore/marketplace. Computer Vision Expert is an agent skill from aiskillstore/marketplace. SOTA Computer Vision Expert (2026).
When should I use Computer Vision Expert?
Computer Vision Expert fits situations like: tasks that involve Computer vision.
How do I install Computer Vision Expert in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill computer-vision-expert -a claude-code`. Or copy the skill folder (skills/sickn33/computer-vision-expert in aiskillstore/marketplace) into .claude/skills/computer-vision-expert in your project. Claude Code loads it when a task matches its description.
How do I install Computer Vision Expert in Codex?
Run `npx skills add aiskillstore/marketplace --skill computer-vision-expert -a codex`. Or copy the skill folder (skills/sickn33/computer-vision-expert in aiskillstore/marketplace) into .agents/skills/computer-vision-expert in your project. Codex loads it when a task matches its description.
Can I use Computer Vision Expert in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill computer-vision-expert -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/computer-vision-expert, .gemini/skills/computer-vision-expert, .github/skills/computer-vision-expert and .opencode/skills/computer-vision-expert in your project.
What does Computer Vision Expert need to run?
SKILL.md names no scripts, command-line tools or credentials: Computer Vision Expert is instructions for the agent only.
Does Computer Vision Expert access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Computer Vision Expert safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Computer Vision Expert use?
No licence was found for Computer Vision Expert or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Computer Vision Expert use?
About 971 tokens (SKILL.md is roughly 3.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Computer Vision Expert?
Skills that share tags, products or a category with Computer Vision Expert: Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars), CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars), Yolo Master Agent (Tencent/YOLO-Master, 742 stars) and Video Understand (jjyaoao/HelloAgents, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Computer Vision Expert?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.