Content
60%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.
Well-structured procedural guidance with strong, actionable checklists and clean one-level-deep references, but it is padded — re-listing concepts Claude already knows and including an unrelated schematics-promotion section — which hurts token efficiency.
Suggestions
Remove or relocate the 'Visual Enhancement with Scientific Schematics' section; it promotes a different skill and 'Nano Banana Pro' and is unrelated to scientific critical thinking.
Trim the inlined bias/fallacy/statistical taxonomies that duplicate references/common_biases.md, references/logical_fallacies.md, and references/statistical_pitfalls.md, keeping only the procedural checklists in SKILL.md.
Collapse the repeated 'Apply when:' bullet blocks into a single shared usage note to reduce redundancy across the seven capability sections.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | At ~560 lines the body is noticeably verbose: it re-lists well-known taxonomies (confirmation bias, p-hacking, ad hominem, straw man) that also live in the reference files, repeats an 'Apply when:' bullet block for every section, and includes an off-topic 'Visual Enhancement with Scientific Schematics' section promoting another skill (and 'Nano Banana Pro'). | 2 / 5 |
Actionability | Checklists are concrete and specific ('Was a priori power analysis conducted?', 'Was randomization properly implemented (sequence generation, allocation concealment)?'), and the critique/claim-evaluation sections give ordered, actionable procedures; missing worked examples that apply a framework end-to-end keep it just below fully executable. | 4 / 5 |
Workflow Clarity | Multi-step processes are clearly sequenced (4-step methodology critique, 6-step claim evaluation, 5-part critique structure) with a 'When Uncertain' conditional-reasoning section; this is an analysis rather than destructive/batch skill so the validation cap does not apply, though no explicit verify-your-assessment checkpoint is present. | 4 / 5 |
Progressive Disclosure | Good one-level-deep structure: each capability ends with 'Reference: See references/xxx.md' and a Reference Materials section lists all six real files with descriptions and a grep navigation hint; minor gap is that several taxonomies inlined in the body overlap content already housed in those references. | 4 / 5 |
Total | 14 / 20 Passed |