Citation Management
neflibata-feng/MyArxiv-Agent
Comprehensive citation management for academic research. An agent skill from neflibata-feng/MyArxiv-Agent.
Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP.
Install 02 Bib Verify
$ npx skills add agentscope-ai/OpenJudge --skill 02-bib-verify -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install agentscope-ai/OpenJudge 02-bib-verify --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/agentscope-ai/OpenJudge.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/academic-eval/02-bib-verify .claude/skills/02-bib-verify && 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 "02-bib-verify" agent skill from https://github.com/agentscope-ai/OpenJudge/tree/main/skills/academic-eval/02-bib-verify into .claude/skills/02-bib-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-bib-verify", 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/agentscope-ai/OpenJudge/tree/main/skills/academic-eval/02-bib-verifyType 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 agentscope-ai/OpenJudge --skill 02-bib-verify -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install agentscope-ai/OpenJudge 02-bib-verify --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentscope-ai/OpenJudge.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/academic-eval/02-bib-verify .agents/skills/02-bib-verify && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "02-bib-verify" agent skill from https://github.com/agentscope-ai/OpenJudge/tree/main/skills/academic-eval/02-bib-verify into .agents/skills/02-bib-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-bib-verify", 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 agentscope-ai/OpenJudge --skill 02-bib-verify -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install agentscope-ai/OpenJudge 02-bib-verify --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentscope-ai/OpenJudge.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/academic-eval/02-bib-verify .cursor/skills/02-bib-verify && 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 "02-bib-verify" agent skill from https://github.com/agentscope-ai/OpenJudge/tree/main/skills/academic-eval/02-bib-verify into .cursor/skills/02-bib-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-bib-verify", 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/agentscope-ai/OpenJudge.git --path skills/academic-eval/02-bib-verify--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 agentscope-ai/OpenJudge --skill 02-bib-verify -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install agentscope-ai/OpenJudge 02-bib-verify --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentscope-ai/OpenJudge.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/academic-eval/02-bib-verify .gemini/skills/02-bib-verify && 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 "02-bib-verify" agent skill from https://github.com/agentscope-ai/OpenJudge/tree/main/skills/academic-eval/02-bib-verify into .gemini/skills/02-bib-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-bib-verify", 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 agentscope-ai/OpenJudge 02-bib-verifyInstalls 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 agentscope-ai/OpenJudge --skill 02-bib-verify -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/agentscope-ai/OpenJudge.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/academic-eval/02-bib-verify .github/skills/02-bib-verify && 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 "02-bib-verify" agent skill from https://github.com/agentscope-ai/OpenJudge/tree/main/skills/academic-eval/02-bib-verify into .github/skills/02-bib-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-bib-verify", 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 agentscope-ai/OpenJudge --skill 02-bib-verify -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install agentscope-ai/OpenJudge 02-bib-verify --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agentscope-ai/OpenJudge.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/academic-eval/02-bib-verify .opencode/skills/02-bib-verify && 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 "02-bib-verify" agent skill from https://github.com/agentscope-ai/OpenJudge/tree/main/skills/academic-eval/02-bib-verify into .opencode/skills/02-bib-verify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-bib-verify", 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
02-bib-verify- GitHub stars
- 870
- Token cost
- ~681 tokens
- SKILL.md length
- 213 words
- Files
- 1
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP.
- Works in 4 steps: Parse — extract all entries from the… → Lookup — query CrossRef, arXiv, and DBLP… → Match — compare title, authors, year,… → …
- The user wants to check a .bib file for fake citations
- SKILL.md covers Prerequisites, Gather from user before running, Quick start and Relevant options, plus 2 more sections
- Calls python and pip
What it does
02 Bib Verify is an agent skill from agentscope-ai/OpenJudge. Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.
Its SKILL.md is about 680 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 Citation management and Academic paper search. It works with LaTeX and arXiv. The repository describes itself as: OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards. The licence is Apache-2.0.
When your agent uses it
- The user wants to check a .bib file for fake citations
- Validate references in a paper
- Audit bibliography entries for accuracy
Example prompts
- “/02-bib-verify”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Parse — extract all entries from the .bib file
- Lookup — query CrossRef, arXiv, and DBLP for each reference
- Match — compare title, authors, year, and DOI
- Report — flag each entry as verified, suspect, or not_found
What it can do on your machine
Read from SKILL.md and the folder at commit d1e0642. 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:
pythonpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, 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
02 Bib Verify loads about 681 tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 213 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 agentscope-ai/OpenJudge at commit d1e0642, republished under its Apache-2.0 licence (© agentscope-ai). 213 words, ~681 tokens.
Download SKILL.mdSave it as
.claude/skills/02-bib-verify/SKILL.md (or your agent's skills folder).- name
- 02-bib-verify
- description
- Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.
BibTeX Verification Skill
Check every entry in a .bib file against real academic databases using the
OpenJudge PaperReviewPipeline in BibTeX-only mode:
- Parse — extract all entries from the
.bibfile - Lookup — query CrossRef, arXiv, and DBLP for each reference
- Match — compare title, authors, year, and DOI
- Report — flag each entry as
verified,suspect, ornot_found
Prerequisites
pip install py-openjudge litellmGather from user before running
| Info | Required? | Notes |
|---|---|---|
| BibTeX file path | Yes | .bib file to verify |
| CrossRef email | No | Improves CrossRef API rate limits |
Quick start
# Verify a standalone .bib file
python -m cookbooks.paper_review --bib_only references.bib
# With CrossRef email for better rate limits
python -m cookbooks.paper_review --bib_only references.bib --email your@email.com
# Save report to a custom path
python -m cookbooks.paper_review --bib_only references.bib \
--email your@email.com --output bib_report.mdRelevant options
| Flag | Default | Description |
|---|---|---|
--bib_only | — | Path to .bib file (required for standalone verification) |
--email | — | CrossRef mailto — improves rate limits, recommended |
--output | auto | Output .md report path |
--language | en | Report language: en or zh |
Interpreting results
Each reference entry is assigned one of three statuses:
| Status | Meaning |
|---|---|
verified | Found in CrossRef / arXiv / DBLP with matching fields |
suspect | Title or authors do not match any real paper — likely hallucinated or mis-cited |
not_found | No match in any database — treat as fabricated |
Field-level details are shown for suspect entries:
title_match— whether the title matches a real paperauthor_match— whether the author list matchesyear_match— whether the publication year is correctdoi_match— whether the DOI resolves to the right paper
Additional resources
- Full pipeline options: ../01-paper-review/reference.md
- Combined PDF review + BibTeX verification: ../01-paper-review/SKILL.md
© agentscope-ai, Apache-2.0. 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 skills/academic-eval/02-bib-verify of agentscope-ai/OpenJudge.
Open the folder on GitHubat commit d1e0642
Compare with similar skills
02 Bib Verify 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 |
|---|---|---|---|---|---|---|
| 02 Bib Verify this skillagentscope-ai/OpenJudge | 870 | — | ~681 | Automated safety check: Pass | Apache-2.0 | |
| Citation Managementneflibata-feng/MyArxiv-Agent | 126 | 19 repos | ~8.1k | Automated safety check: Notes | MIT | |
| Literature Review AgentAr9av/PaperOrchestra | 677 | 1 repos | ~5.2k | Automated safety check: Pass | Custom licence | |
| Academic Searchustc-ai4science/academic-search | 666 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | |
| Arxiv Paper Writerappautomaton/latex-arxiv-SKILL | 458 | — | ~2.3k | Automated safety check: Pass | MIT |
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Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations.
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A skill your agent uses when the user needs academic citations, BibTeX, venue/author quality checks, or help filling [CITE] placeholders.
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Categories
Questions about 02 Bib Verify
What does 02 Bib Verify do?
Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. 02 Bib Verify is an agent skill from agentscope-ai/OpenJudge. Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP.
When should I use 02 Bib Verify?
02 Bib Verify fits situations like: the user wants to check a .bib file for fake citations; validate references in a paper; audit bibliography entries for accuracy.
How do I install 02 Bib Verify in Claude Code?
Run `npx skills add agentscope-ai/OpenJudge --skill 02-bib-verify -a claude-code`. Or copy the skill folder (skills/academic-eval/02-bib-verify in agentscope-ai/OpenJudge) into .claude/skills/02-bib-verify in your project. Claude Code loads it when a task matches its description.
How do I install 02 Bib Verify in Codex?
Run `npx skills add agentscope-ai/OpenJudge --skill 02-bib-verify -a codex`. Or copy the skill folder (skills/academic-eval/02-bib-verify in agentscope-ai/OpenJudge) into .agents/skills/02-bib-verify in your project. Codex loads it when a task matches its description.
Can I use 02 Bib Verify 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 agentscope-ai/OpenJudge --skill 02-bib-verify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/02-bib-verify, .gemini/skills/02-bib-verify, .github/skills/02-bib-verify and .opencode/skills/02-bib-verify in your project.
What does 02 Bib Verify need to run?
Going by SKILL.md and its folder, 02 Bib Verify needs the command-line tools its instructions call (python and pip). Our summary lists: Python 3.
Does 02 Bib Verify access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is 02 Bib Verify 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 02 Bib Verify use?
02 Bib Verify is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does 02 Bib Verify use?
About 681 tokens (SKILL.md is roughly 2.7k 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 02 Bib Verify?
Skills that share tags, products or a category with 02 Bib Verify: Citation Management (neflibata-feng/MyArxiv-Agent, 126 stars), Literature Review Agent (Ar9av/PaperOrchestra, 677 stars), Academic Search (ustc-ai4science/academic-search, 666 stars) and Arxiv MCP Server (blazickjp/arxiv-mcp-server, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains 02 Bib Verify?
agentscope-ai (a GitHub organization) maintains it in agentscope-ai/OpenJudge, which has 870 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on September 11, 2026.
Source: agentscope-ai/OpenJudge on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.