The AI didn’t invent my client update. It promoted it.

说明与用途

Receipts 自动生成每周客户更新，并检查每个句子是否与引用的提交匹配，标记不支持的句子，从而减少手工工作并提高准确性。

问题

Reconstructing a weekly client update from dozens of commit messages and diffs is time‑consuming and error‑prone.

结果

Receipts produced 36 bullets across two prompt variants; 13 were flagged for unsupported commits, 4 for other errors, and 17 were correct, demonstrating effective detection of misattribution and hallucination.

工作流

• Run the CLI command to generate a report for the target repository
• Review the six‑bullet output
• Inspect flagged sentences and their receipts
• Adjust the prompt or commit history if necessary

证据

Receipts reads a week of commits with a local model and writes the update. Then it does the part I actually care about: it checks every sentence against the commit it cites, and tells me which sentences the commit does not support.

来源

The demo is a saved run baked into a static page, because the model is 3.4GB and GitHub Pages does not have a CPU.

来源

Five real outputs from the saved runs. Left is what the model cited; right is what it said.

来源