lineage-skill: Distill videos, PDFs, transcripts, and notes into source-backed teacher Agent Skills

by JuneYaooo · Agent Tool · ★ 438

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

Security audit verdict: SAFE · quality 57/100

None of the 43 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 43 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.

course-distillationeducation-aiknowledge-distillationknowledge-distillation-taskknowledge-managementokfokf-formatskillsteach-skillsteacher

Quick Facts

Stars438
Forks68
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score57/100
Last Updated2026-07-23
Created2026-06-01
Platformspython
Est. Tokens~14k

About lineage-skill

Lineage Skill 把课程、书籍和讲义，变成一个有出处、会带你练习的专属学习 Skill 它不只总结内容，还会用深入浅出的微课和必要的 ASCII/SVG 图示讲清知识点，逐题检查理解，针对你的回答给反馈，并检查你能不能在真实场景中独立使用。 English · 安装说明 · 更新记录 它能帮你做什么 普通课程摘要只能告诉你“老师讲了什么”。Lineage Skill 更关心你最后能不能真正做出来： 把视频、音频、书籍、PDF、讲义和笔记整理成可持续使用的学习 Skill。 为重要结论保留出处，让你随时回查原文、原话或关键画面。 提炼老师观察问题、作出判断、选择方法和检查结果的过程。 根据学习顺序安排练习，不会一开始就把完整答案替你做掉。 保存你的尝试、错误、修订和现实结果，帮助你逐渐形成自己的方法。 最终目标不是让你永久依赖 AI 导师，而是让你能离开提示，独立解决真实问题。...

Compatible Skills

These tools work well together with lineage-skill for enhanced workflows:

  • echoes-vault-codex — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (68%)
  • okf-skills — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
  • claude-mega-brain — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • kunpeng-skill — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)

lineage-skill alternative? Top 6 similar tools

Looking for a lineage-skill alternative? If you're comparing lineage-skill with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • iwe by iwe-org · ⭐ 1.8k

    Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents

  • pi-llm-wiki by zosmaai · ⭐ 616

    Self-maintaining, Obsidian-compatible knowledge base for pi — turn raw sources into an interlinked wiki that c

  • okf-skills by scaccogatto · ⭐ 435

    The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Plugin

  • skill-conductor by smixs · ⭐ 205

    Architecture-first skill lifecycle for AI agents. BinEval binary scoring with threshold-blind, cross-family-ca

  • okf by serradura · ⭐ 184

    OKF (Open Knowledge Format): Durable, structured memory for AI agents. Author, validate, consume, and maintain

  • echoes-vault-codex by psinetron · ⭐ 127

    Persistent memory plugin for Codex. Obsidian-style knowledge base that survives across sessions

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 43 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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