Content
68%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is concise, concrete, and well-structured with real bundled scripts and exact processing parameters. Its chief gap is the absence of explicit validation/feedback-loop checkpoints in the Run sequence for a batch operation, which caps workflow clarity.
Suggestions
Add explicit validation checkpoints to the Run sequence, e.g. after step 1 verify the cutout manifest alpha quality, and after step 3 probe each variant's audio bitrate to confirm the mux shipped real audio before proceeding.
Show the actual run invocations (e.g. `python3 scripts/strip_product_backgrounds.py`) in the Run steps so the sequence is copy-paste executable, not just script names.
Tighten the Gaps/routing-notes section by collapsing the repeated prod-routing explanation into a one-line pointer per gap.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Efficient and assumes Claude's competence — no padding explaining FFmpeg/PIL/birefnet — with specific filter values that earn their place; the Gaps/routing notes prose is the one section that could be trimmed. | 4 / 5 |
Actionability | Names the four real, executable scripts and gives concrete FFmpeg/audio parameters (loudnorm I=-18:TP=-2:LRA=9, h264 crf20 yuv420p +faststart, y=(H-h)/2, saturation=0.50), though the Run steps name scripts rather than giving copy-paste run invocations. | 4 / 5 |
Workflow Clarity | The four steps are clearly sequenced, but this is a batch operation (6 variants) and the body surfaces no explicit validate→fix→retry checkpoints in the Run flow, so workflow clarity is capped at 3 per the batch-operation rule. | 3 / 5 |
Progressive Disclosure | Well-organized into Run/Contract/Gaps with the bundled scripts clearly named and described as one-level-deep executable material; no nested references, though the scripts are referenced as run steps rather than via explicit 'see X for details' navigation. | 4 / 5 |
Total | 15 / 20 Passed |