Programming Tutorials: a Tokeny case study
Customize programming teaching content based on student level with runnable code examples. Follow the recorded task, execution screenshots, actual files and verification notes.
By the Tokeny team · Windows · Tokeny 1.7.8 · gpt-6-sol
Prepare the inputs
Create a separate workspace in Tokeny, download and unpack the sample inputs, then select a model that supports tools. The sample uses synthetic data or the public sources named in the article.
- learner.md
Send the task to Tokeny
The original task was executed in Chinese. Copying these instructions reproduces the same task; the results below include an English report.
给初学者准备 Python 循环与列表教程,配 3 个能执行的练习、参考答案和测试;真实运行代码,展示实际输出。 交付文件:lesson.md、examples.py、test_examples.py。 验收要点: - 总步数 60300 - 最高 12000,4 天超过 8000 - 代码与测试真实运行 这是使用合成演示输入或指定公开资料的真实操作案例。请先读取工作空间输入,再实际生成文件并自检。所有写入、脚本与临时服务限于当前工作空间;临时服务只监听 127.0.0.1,执行后关闭;不触达外部收件人、不发布、不付款、不更改系统设置,不调用子智能体。需要公开资料时可读取给定 URL。只启用完成任务必需的工具。另写 report.md(中文)和 report.en.md(英文),简洁、完整,包含输入、处理步骤、真实结果、检查方式和局限;失败或未验证部分如实记录,不能宣称成功。最终回复用中文列出产物、关键结果与待核实项。 排版检查:Word 主标题仅出现一次,标题为黑色且与后续正文或表格保持同页;Excel 表头和长文字不能被窄列截断,合理设置列宽、换行、行高;HTML 在 390px 视口不能整页横向溢出。报告没有固定字数要求,不要为字数反复改写。
The recorded run used an isolated demonstration workspace. Review the commands and file paths before approving operations in your own workspace.
What actually ran
The task was submitted through the Tokeny input box. An online model read the inputs and executed tools. This run covers the local sample task and its actual files. Results and checks are recorded below.
Results and verification
Input
I read learner.md and ENVIRONMENT.md in the workspace. The learner already knows variables and arithmetic but is new to lists and loops. The supplied data is [6500, 8200, 9100, 7000, 10000, 12000, 7500]; the goals are to calculate the weekly total, find the highest day, and count days above 8000 steps. No external public source was used.
Processing Steps
- Wrote
lesson.mdfor this learner level, covering lists,forloops, accumulators, conditional counting, maximum values, three exercises, and reference answers. - Implemented
total_steps,highest_steps, anddays_over_targetinexamples.py, with an executablemaindemonstration. - Added
unittestcoverage intest_examples.pyfor the three required results, the strict-greater-than boundary, and the empty-list error. - Ran
python examples.pyandpython -m unittest -v test_examples.pyin the current workspace.
Actual Results
The example script actually printed:
一周步数: [6500, 8200, 9100, 7000, 10000, 12000, 7500]
总步数: 60300
最高步数: 12000
超过 8000 步的天数: 4
The test run passed all 5 tests and reported Ran 5 tests in 0.000s followed by OK.
Verification Method
- Compared the program's standard output with the required values: total
60300, maximum12000, and 4 days above 8000. - Ran
test_examples.pywith Python'sunittestrunner to verify function behavior and edge cases. - Checked that all deliverables exist:
lesson.md,examples.py,test_examples.py,report.md, andreport.en.md.
Limitations
The tests cover the supplied integer list and a small set of edge cases only. They do not cover non-numeric values, non-integer values, very large lists, or performance. The lesson uses fixed data and does not demonstrate reading from a file or user input. The results were obtained in the current Windows Python environment and were not rerun on other Python versions or operating systems.
Download and inspect the outputs
The archive contains the files created during this run. Use these checks when adapting the example to your own data.
- Reconcile the reported results against the downloadable sample inputs.
- Open the generated files and check the contents relevant to your task.
- Review the limitations and any unverified steps in the report.
