Content
57%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is a well-structured overview with excellent progressive disclosure and a clear assembly sequence, but it is held back by repeated cost/emphasis padding and a lack of executable commands or validation checkpoints in the body itself.
Suggestions
De-duplicate the FREE/$0 emphasis (stated ~4 times across Run and Contract) into a single statement to tighten conciseness.
Add at least one concrete, copy-paste FFmpeg command for the composite/mux step (or an explicit pointer to the exact script/section to run) to lift actionability from descriptive to executable.
Add a validation checkpoint for the batch clip step (e.g., verify N clips match N lyric beats before hard-concat, and confirm loudnorm hits −14 LUFS) to introduce a feedback loop into the workflow.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and free of basic-concept explanations, but the 'FREE / $0 / spends nothing / no paid calls' point is repeated ~4 times and the intro paragraph rehashes the description, so not every token earns its place. | 2 / 3 |
Actionability | Concrete parameters appear ('Chunk ~3 words at lyric boundaries', 'loudnorm to −14 LUFS → 1080×1920 h264+aac') but there is no actual executable FFmpeg command or code in the body — the runnable detail is deferred to referenced files. | 2 / 3 |
Workflow Clarity | The sequence is clear (song first → timeline → cut clips → hard-concat → captions → end card → mux), but there are no explicit validation checkpoints, and the N-clip batch operation should have a feedback loop per the scoring notes. | 2 / 3 |
Progressive Disclosure | A concise overview points to three well-signaled, one-level-deep references ('scripts/config.example.json', 'scripts/PIPELINE.md', 'scripts/README.md'), all verified to exist on disk. | 3 / 3 |
Total | 9 / 12 Passed |