Get API Docs with chub
andrewyng/context-hub
Fetches current documentation for third-party APIs and SDKs with the chub CLI before the agent writes code against them, instead of relying on remembered API shapes.
Add a new pathology foundation model to the README (excluding magnification).
Install Add Model
$ npx skills add georg-wolflein/pathology-foundation-models --skill add-model -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models add-model --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/georg-wolflein/pathology-foundation-models.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/add-model .claude/skills/add-model && 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 "add-model" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/add-model into .claude/skills/add-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model", 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/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/add-modelType 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 georg-wolflein/pathology-foundation-models --skill add-model -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models add-model --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/georg-wolflein/pathology-foundation-models.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/add-model .agents/skills/add-model && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "add-model" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/add-model into .agents/skills/add-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model", 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 georg-wolflein/pathology-foundation-models --skill add-model -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models add-model --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/georg-wolflein/pathology-foundation-models.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/add-model .cursor/skills/add-model && 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 "add-model" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/add-model into .cursor/skills/add-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model", 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/georg-wolflein/pathology-foundation-models.git --path .claude/skills/add-model--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 georg-wolflein/pathology-foundation-models --skill add-model -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models add-model --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/georg-wolflein/pathology-foundation-models.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/add-model .gemini/skills/add-model && 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 "add-model" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/add-model into .gemini/skills/add-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model", 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 georg-wolflein/pathology-foundation-models add-modelInstalls 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 georg-wolflein/pathology-foundation-models --skill add-model -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/georg-wolflein/pathology-foundation-models.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/add-model .github/skills/add-model && 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 "add-model" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/add-model into .github/skills/add-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model", 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 georg-wolflein/pathology-foundation-models --skill add-model -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models add-model --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/georg-wolflein/pathology-foundation-models.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/add-model .opencode/skills/add-model && 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 "add-model" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/add-model into .opencode/skills/add-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model", 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
add-model- GitHub stars
- 207
- Token cost
- ~1.7k tokens
- SKILL.md length
- 644 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- None found
At a glance
Add a new pathology foundation model to the README (excluding magnification).
- Works in 7 steps: Determine the Table → Extract All Fields → Format the Row → …
- The user asks to add a model
- SKILL.md covers Prerequisites, Workflow, Example Row and Conventions
- Reaches raw.githubusercontent.com and huggingface.co
What it does
Add Model is an agent skill from georg-wolflein/pathology-foundation-models. Add a new pathology foundation model to the README (excluding magnification). Use when the user asks to add a model, paper, or feature extractor to the list, or mentions a new paper in the papers/ directory.
Its SKILL.md is about 1.7k 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 Development, covering Technical documentation. The repository describes itself as: List of pathology feature extractors and foundation models.
When your agent uses it
- The user asks to add a model
- Feature extractor to the list
- Mentions a new paper in the papers/ directory
Example prompts
- “/add-model”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Determine the Table
- Extract All Fields
- Format the Row
- Insert in Chronological Order
- Verify Accuracy
- Document Inferred Values in NOTES.md
- Report Findings to User
What it can do on your machine
Read from SKILL.md and the folder at commit 1acba67. 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 (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
raw.githubusercontent.comhuggingface.coarxiv.orggithub.com
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
Add Model loads about 1.7k tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 644 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 644 words (~1,749 tokens).
“Add a new pathology foundation model row to README.md by extracting information from its paper PDF and associated GitHub repository. This skill covers all fields except magnification, which is handled separately by the add-magnification skill.”
- name
- add-model
Files
Just SKILL.md in .claude/skills/add-model of georg-wolflein/pathology-foundation-models.
Open the folder on GitHubat commit 1acba67
Compare with similar skills
Add Model 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 |
|---|---|---|---|---|---|---|
| Add Model this skillgeorg-wolflein/pathology-foundation-models | 207 | — | ~1.7k | Automated safety check: Pass | None | |
| Get API Docs with chubandrewyng/context-hub | 14k | 2 repos | ~775 | Automated safety check: Pass | MIT | |
| Adk Sample Creatorgoogle/adk-python | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Create SkillHyk260/PureChat | 546 | 1 repos | ~823 | Automated safety check: Pass | MIT | |
| Env And Assets Bootstraplllllllama/RigorPilot-Skills | 497 | 1 repos | ~592 | Automated safety check: Pass | MIT | |
| Glossarylightly-ai/lightly-studio | 896 | — | ~482 | Automated safety check: Pass | Apache-2.0 |
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Creates a new sample agent in the ADK Python repository — the sample directory, its agent.py, and its README.md — following the conventions the existing samples already use.
Create Skill
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Create a new skill in the current repository. An agent skill from Hyk260/PureChat.
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Rigor Setup skill for README-first deep learning repo reproduction.
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Read when naming anything user-facing - GUI text, docs, public Python API names, arguments, docstrings, or error messages.
Benchmark And Docs Refresh
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Run or continue model benchmarks, collect measured results, and refresh README/docs benchmark sections from generated artifacts.
More from georg-wolflein/pathology-foundation-models
Add Magnification
georg-wolflein/pathology-foundation-models
Calculate and add the effective magnification for a pathology foundation model already listed in the README.
Read Paper
georg-wolflein/pathology-foundation-models
Find and thoroughly read a pathology foundation model paper from the papers/ directory.
Related
Categories
Questions about Add Model
What does Add Model do?
Add a new pathology foundation model to the README (excluding magnification). Add Model is an agent skill from georg-wolflein/pathology-foundation-models. Add a new pathology foundation model to the README (excluding magnification).
When should I use Add Model?
Add Model fits situations like: the user asks to add a model; feature extractor to the list; mentions a new paper in the papers/ directory.
How do I install Add Model in Claude Code?
Run `npx skills add georg-wolflein/pathology-foundation-models --skill add-model -a claude-code`. Or copy the skill folder (.claude/skills/add-model in georg-wolflein/pathology-foundation-models) into .claude/skills/add-model in your project. Claude Code loads it when a task matches its description.
How do I install Add Model in Codex?
Run `npx skills add georg-wolflein/pathology-foundation-models --skill add-model -a codex`. Or copy the skill folder (.claude/skills/add-model in georg-wolflein/pathology-foundation-models) into .agents/skills/add-model in your project. Codex loads it when a task matches its description.
Can I use Add Model 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 georg-wolflein/pathology-foundation-models --skill add-model -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/add-model, .gemini/skills/add-model, .github/skills/add-model and .opencode/skills/add-model in your project.
What does Add Model need to run?
SKILL.md names no scripts, command-line tools or credentials: Add Model is instructions for the agent only.
Does Add Model access the network?
SKILL.md names 4 domains. In commands or code: raw.githubusercontent.com, huggingface.co, arxiv.org and github.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Add Model 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 Add Model use?
No licence was found for Add Model or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Add Model use?
About 1.7k tokens (SKILL.md is roughly 7k 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 Add Model?
Skills that share tags, products or a category with Add Model: Get API Docs with chub (andrewyng/context-hub, 14k stars), Adk Sample Creator (google/adk-python, 22k stars), Create Skill (Hyk260/PureChat, 546 stars) and Env And Assets Bootstrap (lllllllama/RigorPilot-Skills, 497 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Add Model?
georg-wolflein (a GitHub user) maintains it in georg-wolflein/pathology-foundation-models, which has 207 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on February 15, 2026.
Source: georg-wolflein/pathology-foundation-models on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.