exercise-builder

Add exercises to each tutorial module (inputs, expected outputs, verification steps) and update `outline/module_plan.yml`. **Trigger**: exercises, practice, verification checklist, 教程练习, 可验证作业. **Use when**: 已有模块计划（`outline/module_plan.yml`），需要为每个模块补齐至少 1 个可验证练习以形成 teaching loop。 **Skip if**: 还没有 module plan（先跑 `module-planner`）。 **Network**: none. **Guardrail**: 每个练习必须包含 expected output + verification steps；避免只给“思考题”无验收。

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/development/exercise-builder-willoscar-research-units-pipel

SKILL.md

Exercise Builder

Goal: attach at least one verifiable exercise to every module so the tutorial has a teaching loop.

Inputs

outline/module_plan.yml

Outputs

Updated outline/module_plan.yml

Exercise schema (recommended)

For each module, add an exercises list. Each exercise should contain:

prompt
expected_output
verification_steps (a checklist)

Workflow

Read outline/module_plan.yml and enumerate modules.
For each module, design ≥1 exercise that directly verifies the module objectives.
Ensure every exercise has an expected output and a verification checklist.
Update outline/module_plan.yml in place.

Definition of Done

Every module in outline/module_plan.yml has ≥1 exercise.
Every exercise includes expected_output + verification_steps.

Troubleshooting

Issue: exercises are open-ended with no verification

Fix:

Convert them into “do X → observe Y → verify Z” with concrete artifacts.

Issue: exercises drift from the running example