the-loop

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English

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Translation

Chinese

THE LOOP

循环机制

A screenshot shows a moment; it cannot show a flow. THE LOOP records the actual running target, watches the recording, and judges it against pass criteria you state in plain language. The loop only observes — YOU apply the fixes, then iterate. On pass it renders a before/after MP4 + GIF as proof.

截图只能展示某个瞬间，无法呈现完整流程。循环机制会记录目标内容的实际运行状态，查看录制内容，并根据你用通俗语言描述的通过标准进行判断。该机制仅负责观察——由你进行修复操作，然后重复迭代。通过验证后，它会生成前后对比的MP4和GIF文件作为证明。

UI / web page / desktop window

UI/网页/桌面窗口

bash

watch-skill loop start "<url | screen: | window:<title> | file>" "<pass criteria>" [--script '<json steps>']

bash

watch-skill loop start "<url | screen: | window:<title> | file>" "<pass criteria>" [--script '<json steps>']

...apply the suggested fixes to the code...

watch-skill loop iterate <loop_id>


- Pass criteria are ordinary sentences: "the checkout completes, no
  error toast ever appears, the total is never NaN". Negative claims
  ("never X") and exemplars ("a real price (like $29.00)") are both
  understood and enforced deterministically.
- `--script` replays the same clicks/fills every iteration, so the
  comparison is honest.
- Only call `iterate` after you actually changed something. It diffs
  against the previous iteration: fixed / unchanged / new.

watch-skill loop iterate <loop_id>


- 通过标准为普通语句，例如：“结账流程完成，从未出现错误提示框，总价不会显示为NaN”。否定表述（如“从未出现X”）和示例（如“真实价格（如$29.00）”）均可被准确理解并严格执行。
- `--script` 参数会在每次迭代中重复相同的点击/填充操作，确保对比的公正性。
- 仅在实际修改内容后调用`iterate`命令。它会与上一次迭代进行对比，标记出已修复/未变更/新增的内容。

Generated video (Manim, Remotion, ffmpeg, AI-gen)

生成视频（Manim、Remotion、ffmpeg、AI生成）

bash

watch-skill loop video-gen --spec "<what the video must show>" --cmd "<render command>" --output <file>

Re-runs the generator each iteration and judges the fresh render against the spec.

bash

watch-skill loop video-gen --spec "<what the video must show>" --cmd "<render command>" --output <file>

每次迭代都会重新运行生成器，并根据指定标准对新渲染的视频进行判断。

Game / simulation

游戏/模拟程序

bash

watch-skill loop game "<canvas-url | window:<title> | screen:>" "<pass criteria>" [--run-cmd "<launch cmd>"]

Catches the failures screenshots miss: a NaN score counter, black flicker frames, sprites that vanish mid-motion.

bash

watch-skill loop game "<canvas-url | window:<title> | screen:>" "<pass criteria>" [--run-cmd "<launch cmd>"]

能捕捉到截图无法发现的问题：如显示为NaN的计分器、黑屏闪烁帧、运动中消失的精灵角色。

Watch for a condition (monitoring)

条件监控

bash

watch-skill loop monitor "<folder | url | screen: | window:<title>>" "<condition>" [--interval 10] [--max-checks 10]

Bounded — it always terminates. Events land in

events.jsonl

under the loop directory as structured records.

bash

watch-skill loop monitor "<folder | url | screen: | window:<title>>" "<condition>" [--interval 10] [--max-checks 10]

有边界限制——它总会终止运行。事件会以结构化记录的形式保存到循环目录下的

events.jsonl

文件中。

Record without judging

仅录制不评估

bash

watch-skill capture "<target>" [--duration 10]

Capture alone never critiques; it just records, analyzes, and indexes. Use

loop start

when there are pass criteria.

bash

watch-skill capture "<target>" [--duration 10]

仅录制功能不会进行评估，仅负责记录、分析和建立索引。当存在通过标准时，请使用

loop start

命令。