Read arXiv Paper
karpathy/nanochat
Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.
Two-stage paper screening - score OpenAlex abstracts, then deep dive into OA full text for specific data extraction
Install Evaluating Paper Relevance
$ npx skills add wentorai/Research-Claw --skill evaluating-paper-relevance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/Research-Claw evaluating-paper-relevance --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/wentorai/Research-Claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/evaluating-paper-relevance .claude/skills/evaluating-paper-relevance && 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 "evaluating-paper-relevance" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/evaluating-paper-relevance into .claude/skills/evaluating-paper-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluating-paper-relevance", 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/wentorai/Research-Claw/tree/main/skills/evaluating-paper-relevanceType 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 wentorai/Research-Claw --skill evaluating-paper-relevance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/Research-Claw evaluating-paper-relevance --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/evaluating-paper-relevance .agents/skills/evaluating-paper-relevance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "evaluating-paper-relevance" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/evaluating-paper-relevance into .agents/skills/evaluating-paper-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluating-paper-relevance", 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 wentorai/Research-Claw --skill evaluating-paper-relevance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/Research-Claw evaluating-paper-relevance --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/evaluating-paper-relevance .cursor/skills/evaluating-paper-relevance && 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 "evaluating-paper-relevance" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/evaluating-paper-relevance into .cursor/skills/evaluating-paper-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluating-paper-relevance", 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/wentorai/Research-Claw.git --path skills/evaluating-paper-relevance--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 wentorai/Research-Claw --skill evaluating-paper-relevance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/Research-Claw evaluating-paper-relevance --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/evaluating-paper-relevance .gemini/skills/evaluating-paper-relevance && 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 "evaluating-paper-relevance" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/evaluating-paper-relevance into .gemini/skills/evaluating-paper-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluating-paper-relevance", 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 wentorai/Research-Claw evaluating-paper-relevanceInstalls 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 wentorai/Research-Claw --skill evaluating-paper-relevance -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/evaluating-paper-relevance .github/skills/evaluating-paper-relevance && 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 "evaluating-paper-relevance" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/evaluating-paper-relevance into .github/skills/evaluating-paper-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluating-paper-relevance", 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 wentorai/Research-Claw --skill evaluating-paper-relevance -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/Research-Claw evaluating-paper-relevance --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/evaluating-paper-relevance .opencode/skills/evaluating-paper-relevance && 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 "evaluating-paper-relevance" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/evaluating-paper-relevance into .opencode/skills/evaluating-paper-relevance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluating-paper-relevance", 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
evaluating-paper-relevance- GitHub stars
- 858
- Token cost
- ~4.8k tokens
- SKILL.md length
- 1,656 words
- Files
- 1
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Two-stage paper screening - score OpenAlex abstracts, then deep dive into OA full text for specific data extraction
- Works in 2 steps: Abstract Screening (Fast) → Deep Dive (Thorough)
- Tasks that involve Academic paper search
- SKILL.md covers Overview, When to Use, Choosing Your Approach and Two-Stage Process, plus 8 more sections
- Calls curl; reaches doi.org and publisher.com
What it does
Evaluating Paper Relevance is an agent skill from wentorai/Research-Claw. Two-stage paper screening - score OpenAlex abstracts, then deep dive into OA full text for specific data extraction
Its SKILL.md is about 4.8k 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 Research & Science, covering Academic paper search. The repository describes itself as: In the AI era, why can't everyone be a Principal Investigator?
When your agent uses it
- Tasks that involve Academic paper search
Example prompts
- “/evaluating-paper-relevance”
Workflow steps
2 steps, taken from the step headings in SKILL.md.
- Abstract Screening (Fast)
- Deep Dive (Thorough)
What it can do on your machine
Read from SKILL.md and the folder at commit 5015be7. 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:
curl
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:
doi.orgpublisher.comncbi.nlm.nih.govgithub.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
Evaluating Paper Relevance loads about 4.8k tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 1,656 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,656 words (~4,803 tokens).
“Two-stage screening process: quick abstract scoring followed by deep dive into promising papers.”
- name
- evaluating-paper-relevance
- when_to_use
- After literature search returns results. When need to determine if paper contains specific data. When screening papers for relevance. When extracting methods…
- version
- 2.0.0
Files
Just SKILL.md in skills/evaluating-paper-relevance of wentorai/Research-Claw.
Open the folder on GitHubat commit 5015be7
Compare with similar skills
Evaluating Paper Relevance 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 |
|---|---|---|---|---|---|---|
| Evaluating Paper Relevance this skillwentorai/Research-Claw | 858 | — | ~4.8k | Automated safety check: Pass | Custom licence | |
| Read arXiv Paperkarpathy/nanochat | 59k | 1 repos | ~494 | Automated safety check: Pass | MIT | |
| Perplexity Web Searchdavila7/claude-code-templates | 33k | 11 repos | ~3.5k | Automated safety check: Notes | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT |
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Perplexity Web Search
davila7/claude-code-templates
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Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Openalex Database
neflibata-feng/MyArxiv-Agent
Query and analyze scholarly literature using the OpenAlex database.
Citation Management
K-Dense-AI/claude-scientific-writer
Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.
Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
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Related
Categories
Questions about Evaluating Paper Relevance
What does Evaluating Paper Relevance do?
Two-stage paper screening - score OpenAlex abstracts, then deep dive into OA full text for specific data extraction. Evaluating Paper Relevance is an agent skill from wentorai/Research-Claw.
When should I use Evaluating Paper Relevance?
Evaluating Paper Relevance fits situations like: tasks that involve Academic paper search.
How do I install Evaluating Paper Relevance in Claude Code?
Run `npx skills add wentorai/Research-Claw --skill evaluating-paper-relevance -a claude-code`. Or copy the skill folder (skills/evaluating-paper-relevance in wentorai/Research-Claw) into .claude/skills/evaluating-paper-relevance in your project. Claude Code loads it when a task matches its description.
How do I install Evaluating Paper Relevance in Codex?
Run `npx skills add wentorai/Research-Claw --skill evaluating-paper-relevance -a codex`. Or copy the skill folder (skills/evaluating-paper-relevance in wentorai/Research-Claw) into .agents/skills/evaluating-paper-relevance in your project. Codex loads it when a task matches its description.
Can I use Evaluating Paper Relevance 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 wentorai/Research-Claw --skill evaluating-paper-relevance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/evaluating-paper-relevance, .gemini/skills/evaluating-paper-relevance, .github/skills/evaluating-paper-relevance and .opencode/skills/evaluating-paper-relevance in your project.
What does Evaluating Paper Relevance need to run?
Going by SKILL.md and its folder, Evaluating Paper Relevance needs the command-line tools its instructions call (curl).
Does Evaluating Paper Relevance access the network?
SKILL.md names 4 domains. In commands or code: doi.org, publisher.com, ncbi.nlm.nih.gov 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 Evaluating Paper Relevance 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 Evaluating Paper Relevance use?
Evaluating Paper Relevance has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Evaluating Paper Relevance use?
About 4.8k tokens (SKILL.md is roughly 19k 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 Evaluating Paper Relevance?
Skills that share tags, products or a category with Evaluating Paper Relevance: Read arXiv Paper (karpathy/nanochat, 59k stars), Perplexity Web Search (davila7/claude-code-templates, 33k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars) and Openalex Database (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Evaluating Paper Relevance?
wentorai (a GitHub user) maintains it in wentorai/Research-Claw, which has 858 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on August 20, 2026.
Source: wentorai/Research-Claw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.