Agent skill

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。

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/exercise-builder

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

  1. Read outline/module_plan.yml and enumerate modules.
  2. For each module, design ≥1 exercise that directly verifies the module objectives.
  3. Ensure every exercise has an expected output and a verification checklist.
  4. 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

Fix:

  • Re-anchor each exercise to the module’s running_example_steps so the tutorial stays coherent.

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