Content
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A tight, highly actionable single-purpose skill with concrete wording tables, a de-slop list, filter synonym pairs, a compact pattern, and an output contract. The only soft spot is the philosophical 'Intent' section, which is the lone source of token inefficiency.
Suggestions
Trim the 'Intent' section: replace the philosophical framing ('the soul of this vocabulary is precision as kindness', 'so their excitement survives contact with the model') with a single instructional line, since it adds tokens without actionable signal.
Fold the Intent's one useful point (precision prevents honest prompts from being mistaken for dangerous ones) into the existing intro paragraph and delete the standalone section to keep every section instructional.
Re-read each section against the 'every token earns its place' bar; the intro and Filter-Aware caveat already carry the motivation, so the Intent is largely a restatement that can be cut.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly lean (tables, rules, patterns, contract all earn their place), but the 'Intent' section is motivational padding ('the soul of this vocabulary is precision as kindness', 'so their excitement survives contact with the model') that adds tokens without instructional signal, fitting the 'mostly efficient but includes some unnecessary explanation' anchor rather than the every-token-earns-its-place 3-anchor. | 2 / 3 |
Actionability | As an instruction-only skill it provides highly concrete, actionable guidance: a function→wording table, a named slop-word strip list, specific filter-trip synonym pairs, a copy-ready compact pattern template, and an explicit output contract, so the absence of code is not penalized. | 3 / 3 |
Workflow Clarity | It is a single-purpose skill whose single action (de-slop, repair filter trips, emit per contract) is unambiguous, with a stated sequence ('strip quality adjectives before adding anything') and an output contract that doubles as a verification checklist; per the simple-skills note this clears the 3 bar. | 3 / 3 |
Progressive Disclosure | At under 50 lines and single-purpose, the SKILL.md is a concise overview organized into clear sections with well-signaled, one-level-deep references ('Load references/vocab/en.md…', '[ref:anti-slop-lexicon]', '[ref:filter-vocab]'), satisfying the simple-skills allowance for a 3 without a bundled reference tree. | 3 / 3 |
Total | 11 / 12 Passed |