[curriculum-eval] 04-github-actions-intro.md: cognitive_load — 28 new concepts in a "5 minutes" refresher
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评估
- 难度
- 2/5
- 预计耗时
- 1-3 小时
- 新手友好度
- 77/100
- Issue 类型
- 文档
- 描述清晰度
- 描述清楚
- 活跃度
- 活跃
- 技术栈
- github-actions, markdown
- 领域
- content, documentation
调研方向
阅读 workshop/04-github-actions-intro.md，并将其中的概念与 issue 中提到的五个核心术语和 lesson 05 的依赖项进行比较。保留标签活动、探索真实 workflow 的任务、至少四个 checkpoint 项目，以及由 3–4 句话组成的 agentic workflows 部分，同时将新概念减少到 15 个或更少。运行指定的 markdownlint 命令；命令通过且课程保留了所需的活动和术语后，即视为完成。
由索引模型根据 Issue 内容生成。
描述
File: workshop/04-github-actions-intro.md
Overall Score: 5.4 / 10.0 (corpus mean: 6.1)
Flagged Dimensions:
| Dimension | Score | Benchmark | Delta |
|---|---|---|---|
| cognitive_load | 6.8 | ≥ 9 (≤ 15 concepts) | −2.2 (28 concepts, 756 words) |
| active_learning | 3.9 | ≥ 7 | −3.1 (density 1.2) |
| checkpoint_quality | 0.0 (detector artefact; 5-item checkpoint exists) | 10 | see detector issue |
Root Cause (≤ 2 sentences):
A page titled "GitHub Actions in 5 Minutes" introduces 28 distinct concepts (triggers, jobs, runners, actions, steps, plus agentic-vs-standard comparison, etc.), nearly double the 15-concept budget, in the first conceptual step of the core path. It is the second-lowest scoring core-path lesson, and later lessons depend on this vocabulary.
Evidence (quoted from the file):
# GitHub Actions in 5 Minutes... "You labeled all five parts of the sample workflow above (trigger, job, runner, action, step)"
Learning Science Rationale:
Cognitive Load Theory's "expertise reversal" and prior-knowledge findings imply novices need a small, sequenced set of schemas; the page already has a skip option for experts, so the remaining body should be restricted to the five core terms. Fewer concepts lets the "label a sample workflow" activity function as retrieval practice instead of a first exposure to everything.
Improvement Prompt (for an agent):
Edit workshop/04-github-actions-intro.md to reduce new concepts from ~28 to ≤ 15 without losing the five core terms (trigger, job, runner, action, step). Remove or defer secondary terms (e.g. matrix, environments, expressions, extra YAML keys) that are not needed for lesson 05, and keep the "Why This Matters for Agentic Workflows" section to 3–4 sentences. Keep the labeling activity and the "Explore a real workflow" task, and keep ≥ 4 checkpoint items. Follow AGENTS.md tone and run `npx --yes markdownlint-cli2 "workshop/04-github-actions-intro.md"`.
Expected Score After Fix: 6.5 / 10.0 (≈ 8.3 once the checkpoint detector is fixed)
Generated by 🔬 Curriculum Quality Evaluator · copilot · auto · ~48 AIC · ⌖ ~1 AIC · ⊞ 5K · ◷
- expires on Oct 25, 2026, 3:41 AM UTC
- 主要语言
- JavaScript
- 星标
- 56
- 派生
- 40
- 平均合并
- 2 天 14 小时
- 30 天内合并 PR
- 13
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