PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Find and thoroughly read a pathology foundation model paper from the papers/ directory.
Install Read Paper
$ npx skills add georg-wolflein/pathology-foundation-models --skill read-paper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models read-paper --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/read-paper .claude/skills/read-paper && 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 "read-paper" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/read-paper into .claude/skills/read-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-paper", 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/read-paperType 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 read-paper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models read-paper --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/read-paper .agents/skills/read-paper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "read-paper" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/read-paper into .agents/skills/read-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-paper", 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 read-paper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models read-paper --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/read-paper .cursor/skills/read-paper && 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 "read-paper" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/read-paper into .cursor/skills/read-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-paper", 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/read-paper--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 read-paper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install georg-wolflein/pathology-foundation-models read-paper --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/read-paper .gemini/skills/read-paper && 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 "read-paper" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/read-paper into .gemini/skills/read-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-paper", 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 read-paperInstalls 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 read-paper -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/read-paper .github/skills/read-paper && 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 "read-paper" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/read-paper into .github/skills/read-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-paper", 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 read-paper -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 read-paper --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/read-paper .opencode/skills/read-paper && 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 "read-paper" agent skill from https://github.com/georg-wolflein/pathology-foundation-models/tree/master/.claude/skills/read-paper into .opencode/skills/read-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-paper", 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
read-paper- GitHub stars
- 207
- Token cost
- ~752 tokens
- SKILL.md length
- 375 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- None found
At a glance
Find and thoroughly read a pathology foundation model paper from the papers/ directory.
- Works in 3 steps: Find the Paper → Read the Paper Thoroughly → Check the GitHub Repository
- Development work in your project
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Read Paper is an agent skill from georg-wolflein/pathology-foundation-models. Find and thoroughly read a pathology foundation model paper from the papers/ directory. Use as a prerequisite before adding model information or magnification to the README.
Its SKILL.md is about 750 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. It works with GitHub. The repository describes itself as: List of pathology feature extractors and foundation models.
When your agent uses it
- Development work in your project
Example prompts
- “/read-paper”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Find the Paper
- Read the Paper Thoroughly
- Check the GitHub Repository
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 bash).
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
Read Paper loads about 752 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 375 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 375 words (~752 tokens).
“Find and thoroughly read a pathology foundation model paper PDF from the papers/ directory, and gather supplementary information from GitHub and other sources.”
- name
- read-paper
Files
Just SKILL.md in .claude/skills/read-paper of georg-wolflein/pathology-foundation-models.
Open the folder on GitHubat commit 1acba67
Compare with similar skills
Read Paper 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 |
|---|---|---|---|---|---|---|
| Read Paper this skillgeorg-wolflein/pathology-foundation-models | 207 | — | ~752 | Automated safety check: Pass | None | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Greplooponyx-dot-app/onyx | 32k | 4 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Check PRonyx-dot-app/onyx | 32k | 2 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Setup Matt Pocock Skillsbestofjs/bestofjs | 3.1k | 20 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Summarise Ecosystem Resultsastral-sh/ruff | 50k | 1 repos | ~2.2k | Automated safety check: Pass | MIT |
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Check PR
onyx-dot-app/onyx
Checks a GitHub, GitLab, or Perforce (p4) pull request (or merge request, or shelved changelist) for unresolved review comments, failing status checks, and incomplete PR descriptions.
Setup Matt Pocock Skills
bestofjs/bestofjs
Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout.
- Official
Summarise Ecosystem Results
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Merges external GitHub pull requests while keeping the original author credited, and fixes conflicts after the merge instead of rewriting the contribution.
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.
Add Model
georg-wolflein/pathology-foundation-models
Add a new pathology foundation model to the README (excluding magnification).
Related
Works with
Categories
Questions about Read Paper
What does Read Paper do?
Find and thoroughly read a pathology foundation model paper from the papers/ directory. Read Paper is an agent skill from georg-wolflein/pathology-foundation-models. Find and thoroughly read a pathology foundation model paper from the papers/ directory.
When should I use Read Paper?
Read Paper fits situations like: development work in your project.
How do I install Read Paper in Claude Code?
Run `npx skills add georg-wolflein/pathology-foundation-models --skill read-paper -a claude-code`. Or copy the skill folder (.claude/skills/read-paper in georg-wolflein/pathology-foundation-models) into .claude/skills/read-paper in your project. Claude Code loads it when a task matches its description.
How do I install Read Paper in Codex?
Run `npx skills add georg-wolflein/pathology-foundation-models --skill read-paper -a codex`. Or copy the skill folder (.claude/skills/read-paper in georg-wolflein/pathology-foundation-models) into .agents/skills/read-paper in your project. Codex loads it when a task matches its description.
Can I use Read Paper 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 read-paper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/read-paper, .gemini/skills/read-paper, .github/skills/read-paper and .opencode/skills/read-paper in your project.
What does Read Paper need to run?
SKILL.md names no scripts, command-line tools or credentials: Read Paper is instructions for the agent only.
Does Read Paper 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 Read Paper 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 Read Paper use?
No licence was found for Read Paper or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Read Paper use?
About 752 tokens (SKILL.md is roughly 3k 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 Read Paper?
Skills that share tags, products or a category with Read Paper: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Greploop (onyx-dot-app/onyx, 32k stars), Check PR (onyx-dot-app/onyx, 32k stars) and Setup Matt Pocock Skills (bestofjs/bestofjs, 3.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Read Paper?
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.