[curriculum-eval] side-quest-17-07-repo-poisoning.md: cognitive_load — 1234 words and concept overload

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评估

难度
2/5
预计耗时
1-3 小时
新手友好度
78/100
Issue 类型
文档
描述清晰度
描述清楚
活跃度
活跃
技术栈
github-actions, javascript, markdown

调研方向

阅读 workshop/side-quest-17-07-repo-poisoning.md,检查其中的 Learning Objectives、练习和防御部分。将页面缩减至不超过800词,把指定的防御措施移入表格或新的 side quest,删除重复链接,并添加一个至少包含四个映射项的 Checkpoint。运行 npx --yes markdownlint-cli2 "**/*.md"。

由索引模型根据 Issue 内容生成。

描述

curriculum documentation quality

File: workshop/side-quest-17-07-repo-poisoning.md
Overall Score: 5.0 / 10.0 (corpus mean: 6.1)

Flagged Dimensions:

Dimension Score Benchmark Delta
cognitive_load low (1234 words, concept_overload flagged) ≤ 800 words, ≤ 15 concepts −4 words/100 over
active_learning low density ≥ 3 negative
checkpoint_quality 0.0 (no Checkpoint heading; page ends with two exercises) ≥ 4 items −10

Root Cause (≤ 2 sentences):
The page covers the attack, rationale, and four distinct defences (read-only permissions, PR routing, path restriction, network limits) plus two exercises. Heavy inline doc links per heading add extraneous load.

Evidence (quoted from the file):

"## ✏️ Exercise: Spot the Dangerous Frontmatter" ... "## ✏️ Exercise: Harden Your Workflow"

Learning Science Rationale:
Cognitive Load Theory (Sweller) and the segmenting principle suggest splitting multi-defence content so each part fits working memory; adding a checkpoint supports retrieval practice and verifies the stated learning objectives.

Improvement Prompt (for an agent):

Edit workshop/side-quest-17-07-repo-poisoning.md: cut to ≤ 800 words by merging "Why This Matters" into the intro and moving the "Limit network destinations" and "Restrict which paths can change" defences into a short table or a new side quest; move repeated hyperlinks to first use only. Add a final "## :white_check_mark: Checkpoint" with ≥ 4 checklist items mapped to the Learning Objectives. Run `npx --yes markdownlint-cli2 "**/*.md"`.

Expected Score After Fix: 6.8 / 10.0

Generated by 🔬 Curriculum Quality Evaluator · copilot · auto · ~36 AIC · ⌖ ~1 AIC · ⊞ 5K · ◷

  • expires on Nov 7, 2026, 7:04 AM UTC
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