paper-search-pro: Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKILL.md

by O0000-code · Codex Skill · ★ 226

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Security audit verdict: SAFE · quality 72/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

academic-researchagent-skillarxivclaude-code-skillcodexliterature-searchopenalexprisma-spubmedsemantic-scholar

Quick Facts

Stars226
Forks16
LanguageHTML
CategoryCodex Skill
LicenseApache-2.0
Quality Score72/100
Last Updated2026-11-03
Created2026-05-24
Platformsclaude-code, codex
Est. Tokens~17k

About paper-search-pro

English · 中文 paper-search-pro Academic literature discovery as a Skill. Built natively for Claude Code; runs in Codex and any agent that loads the SKILL.md format. Five sources · four tiers · single-file Shadcn report.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools