Content
77%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.
A well-structured, lean skill body that turns research principles into four concrete operating modes with a final validation checklist. It appropriately offloads detail to two real reference files and largely assumes Claude's intelligence; the main gaps are missing explicit feedback loops for the destructive compress/delete steps.
Suggestions
Add an explicit validate->fix->retry feedback loop to Mode 3 (Compress): after deleting lines, re-check the survivor doc still satisfies the Quality Checklist before reporting the reduction percentage.
Trim explanations of concepts Claude already knows — e.g., the one-line rationale after each Anti-Patterns row and 'LLMs have U-shaped attention' — since the body's own Law 3 already conveys the rule.
Consider moving the full audit-report code block into references/ to keep SKILL.md as a pure overview, or condense it to a compact schema so the inlined template does not border on detail that belongs in a reference file.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is efficient and assumes Claude's competence (no library tutorials, no explanation of what a PDF is), though a few lines restate knowledge Claude has (e.g., 'LLMs have U-shaped attention' and the Anti-Patterns rationales) that could be trimmed; matches 'efficient; minor instances of over-explanation'. | 4 / 5 |
Actionability | Provides concrete, copy-paste-ready artifacts — the audit-report code block with placeholders and specific line-target rules (80/100/150) — but Mode 1 and Mode 3 lean on instruction-style guidance rather than executable commands, leaving minor gaps. | 4 / 5 |
Workflow Clarity | Each mode is a clearly numbered sequence and Mode 2 includes an explicit deliverable template plus the final Quality Checklist acts as a validation gate; it stops short of explicit error-recovery feedback loops (validate -> fix -> retry) for the destructive delete operations in Mode 3. | 4 / 5 |
Progressive Disclosure | Body is an overview that signals one-level-deep references clearly ('read references/research-foundations.md', 'read references/templates.md'), both of which exist as real bundle files; the audit report template is arguably inlinable detail but is well-placed, so minor organization gaps hold it at 4 rather than 5. | 4 / 5 |
Total | 16 / 20 Passed |