Content
80%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill body is concise and highly actionable with concrete replacement patterns and a clear slop taxonomy, scoring well on efficiency and actionability. It loses points on workflow clarity for lacking an explicit verification checkpoint and on progressive disclosure because the referenced bundle files are not present to verify.
Suggestions
Add an explicit verification step to the Rewrite Pass (e.g., confirm the tightened prompt preserves all reference tags and stays within the character budget) to introduce a feedback loop.
Either bundle the referenced files (references/vocab/*.md, anti-slop-lexicon) under ./references/ so paths resolve, or mark which references are external so progressive disclosure can be scored against real structure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean, assumes Claude's competence (no explanation of what prompting or video models are), and every section earns its place. It matches the lean-and-efficient anchor rather than the padded level-2 example. | 3 / 3 |
Actionability | It gives concrete, copy-paste-ready replacement patterns ('locked close-up, warm practical key, cool rim light'), a six-class taxonomy each with a specific repair, and a concrete rewrite procedure. As an instruction-only skill this fully actionable guidance matches the highest anchor. | 3 / 3 |
Workflow Clarity | The Rewrite Pass gives a sequenced First/Second/Third/Fourth procedure, but there is no explicit validation or verification checkpoint confirming the rewrite preserves meaning, reference tags, or character budget. Per the rubric, missing feedback loops caps workflow clarity at 2; it is above the unclear level because the sequence is explicit. | 2 / 3 |
Progressive Disclosure | References are clearly signaled and one-level-deep ('[ref:anti-slop-lexicon]', 'references/vocab/*.md'), and sections are well organized, but no bundle directories or files exist under ./references/, ./scripts/, or ./assets/ to verify the referenced paths resolve. It is not a 3 because the referenced materials cannot be confirmed present; not a 1 because structure and signaling are present. | 2 / 3 |
Total | 10 / 12 Passed |