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.
Use the repo internal/ directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts.
Install Internal Workspace
$ npx skills add albumentations-team/AlbumentationsX --skill internal-workspace -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install albumentations-team/AlbumentationsX internal-workspace --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/albumentations-team/AlbumentationsX.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/internal-workspace .claude/skills/internal-workspace && 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 "internal-workspace" agent skill from https://github.com/albumentations-team/AlbumentationsX/tree/main/.codex/skills/internal-workspace into .claude/skills/internal-workspace/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "internal-workspace", 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/albumentations-team/AlbumentationsX/tree/main/.codex/skills/internal-workspaceType 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 albumentations-team/AlbumentationsX --skill internal-workspace -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install albumentations-team/AlbumentationsX internal-workspace --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/albumentations-team/AlbumentationsX.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/internal-workspace .agents/skills/internal-workspace && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "internal-workspace" agent skill from https://github.com/albumentations-team/AlbumentationsX/tree/main/.codex/skills/internal-workspace into .agents/skills/internal-workspace/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "internal-workspace", 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 albumentations-team/AlbumentationsX --skill internal-workspace -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install albumentations-team/AlbumentationsX internal-workspace --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/albumentations-team/AlbumentationsX.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/internal-workspace .cursor/skills/internal-workspace && 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 "internal-workspace" agent skill from https://github.com/albumentations-team/AlbumentationsX/tree/main/.codex/skills/internal-workspace into .cursor/skills/internal-workspace/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "internal-workspace", 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/albumentations-team/AlbumentationsX.git --path .codex/skills/internal-workspace--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 albumentations-team/AlbumentationsX --skill internal-workspace -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install albumentations-team/AlbumentationsX internal-workspace --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/albumentations-team/AlbumentationsX.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/internal-workspace .gemini/skills/internal-workspace && 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 "internal-workspace" agent skill from https://github.com/albumentations-team/AlbumentationsX/tree/main/.codex/skills/internal-workspace into .gemini/skills/internal-workspace/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "internal-workspace", 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 albumentations-team/AlbumentationsX internal-workspaceInstalls 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 albumentations-team/AlbumentationsX --skill internal-workspace -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/albumentations-team/AlbumentationsX.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/internal-workspace .github/skills/internal-workspace && 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 "internal-workspace" agent skill from https://github.com/albumentations-team/AlbumentationsX/tree/main/.codex/skills/internal-workspace into .github/skills/internal-workspace/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "internal-workspace", 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 albumentations-team/AlbumentationsX --skill internal-workspace -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install albumentations-team/AlbumentationsX internal-workspace --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/albumentations-team/AlbumentationsX.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/internal-workspace .opencode/skills/internal-workspace && 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 "internal-workspace" agent skill from https://github.com/albumentations-team/AlbumentationsX/tree/main/.codex/skills/internal-workspace into .opencode/skills/internal-workspace/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "internal-workspace", 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
internal-workspace- GitHub stars
- 567
- Token cost
- ~338 tokens
- SKILL.md length
- 141 words
- Files
- 1
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Use the repo internal/ directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts.
- Creating temp files
- SKILL.md covers Use it for, Promote durable work and When helping the user
- Calls git
- Local-only tooling during a task
What it does
Internal Workspace is an agent skill from albumentations-team/AlbumentationsX. Use the repo internal/ directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts. Use when creating temp files, debug dumps, or local-only tooling during a task.
Its SKILL.md is about 340 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Computer vision and Deep learning. The repository describes itself as: Image augmentation for computer vision. AGPL-3.0-only or commercial licensing. The licence is AGPL-3.0.
When your agent uses it
- Creating temp files
- Local-only tooling during a task
Example prompts
- “/internal-workspace”
What it can do on your machine
Read from SKILL.md and the folder at commit 1458043. 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
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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
Internal Workspace loads about 338 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 141 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
The full file from albumentations-team/AlbumentationsX at commit 1458043, republished under its AGPL-3.0 licence (© albumentations-team). 141 words, ~338 tokens.
Download SKILL.mdSave it as
.claude/skills/internal-workspace/SKILL.md (or your agent's skills folder).- name
- internal-workspace
- description
- Use the repo `_internal/` directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts. Use when creating temp files, debug dumps, or local-only tooling during a task.
Internal workspace (_internal/)
Use it for
- Temporary scripts, screenshot/debug exports, large downloaded data, personal benchmark runs, WIP notebooks, and Codex scratch output.
- Anything that would otherwise need an ad hoc root-level
.gitignoreentry.
The directory is ignored and pre-commit rejects staged contents other than _internal/.gitkeep, including files added
with git add -f.
Promote durable work
If a file was useful long-term, promote it into the proper place (tools/ for maintained dev scripts, tests/ for
permanent tests, or docs/ for documentation) and follow normal review standards — do not leave it in _internal/.
When helping the user
- Prefer writing ephemeral or user-specific artifacts to
_internal/<descriptive-name>/rather than the tracked tree. - Removing sensitive or mistaken files from GitHub history requires a history rewrite (e.g.
git filter-repo --invert-paths --path ...) and a force push; that is separate from day-to-day use of_internal/for local junk prevention.
© albumentations-team, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .codex/skills/internal-workspace of albumentations-team/AlbumentationsX.
Open the folder on GitHubat commit 1458043
Compare with similar skills
Internal Workspace 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 |
|---|---|---|---|---|---|---|
| Internal Workspace this skillalbumentations-team/AlbumentationsX | 567 | — | ~338 | Automated safety check: Pass | AGPL-3.0 | |
| Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs | 13k | 8 repos | ~3.3k | Automated safety check: Pass | MIT | |
| CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs | 13k | 7 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Kaiming HeK-Dense-AI/mimeo | 282 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Matlab Analyze Spectral Imagesmatlab/matlab-agentic-toolkit | 1.1k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Matlab Process Imagesmatlab/matlab-agentic-toolkit | 1.1k | — | ~3.7k | Automated safety check: Pass | Custom licence |
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K-Dense-AI/mimeo
Applies the reasoning style of Kaiming He, computer vision pioneer and creator of ResNet.
Matlab Analyze Spectral Images
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Work with hyperspectral and multispectral images in MATLAB. An agent skill from matlab/matlab-agentic-toolkit.
Matlab Process Images
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Load this first for any task involving images, pictures, photos, scans, frames, volumes, or visual data — including reading, writing, filtering, enhancing, denoising, sharpening, deblurring…
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Questions about Internal Workspace
What does Internal Workspace do?
Use the repo internal/ directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts. Internal Workspace is an agent skill from albumentations-team/AlbumentationsX. Use the repo internal/ directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts.
When should I use Internal Workspace?
Internal Workspace fits situations like: creating temp files; local-only tooling during a task.
How do I install Internal Workspace in Claude Code?
Run `npx skills add albumentations-team/AlbumentationsX --skill internal-workspace -a claude-code`. Or copy the skill folder (.codex/skills/internal-workspace in albumentations-team/AlbumentationsX) into .claude/skills/internal-workspace in your project. Claude Code loads it when a task matches its description.
How do I install Internal Workspace in Codex?
Run `npx skills add albumentations-team/AlbumentationsX --skill internal-workspace -a codex`. Or copy the skill folder (.codex/skills/internal-workspace in albumentations-team/AlbumentationsX) into .agents/skills/internal-workspace in your project. Codex loads it when a task matches its description.
Can I use Internal Workspace 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 albumentations-team/AlbumentationsX --skill internal-workspace -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/internal-workspace, .gemini/skills/internal-workspace, .github/skills/internal-workspace and .opencode/skills/internal-workspace in your project.
What does Internal Workspace need to run?
Going by SKILL.md and its folder, Internal Workspace needs the command-line tools its instructions call (git).
Does Internal Workspace access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Internal Workspace 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 Internal Workspace use?
Internal Workspace is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Internal Workspace use?
About 338 tokens (SKILL.md is roughly 1.4k 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 Internal Workspace?
Skills that share tags, products or a category with Internal Workspace: Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars), CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars), Kaiming He (K-Dense-AI/mimeo, 282 stars) and Matlab Analyze Spectral Images (matlab/matlab-agentic-toolkit, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Internal Workspace?
albumentations-team (a GitHub organization) maintains it in albumentations-team/AlbumentationsX, which has 567 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 9, 2026.
Source: albumentations-team/AlbumentationsX on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.