docjev: A very fast document classifier/splitter using Jev

by jerryjliu · AI Tool · ★ 536

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install docjev

git clone https://github.com/jerryjliu/docjev.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 57/100

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. Full audit →

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.

Quick Facts

Stars536
Forks35
LanguagePython
CategoryAI Tool
LicenseApache-2.0
Quality Score57/100
Open Issues1
Last Updated2026-09-26
Created2026-09-19
Platformspython
Est. Tokens~18k

About docjev

DocJev Document classification and splitting with Jev, LiteParse, and optional LlamaParse. Give the Python library, CLI, or local app a PDF, DOCX, or PPTX and natural-language category rules. LiteParse extracts complete page text locally; Jev predicts the document category or the boundaries between its component documents. Optional LlamaParse tiers provide cloud OCR for difficult inputs.

Compatible Skills

These tools work well together with docjev for enhanced workflows:

  • ExtractThinker — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (62%)
  • open-alternative-jev — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (59%)
  • jevchat — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (59%)

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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:

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