Content
92%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The content is highly actionable, concise for its domain, and sequenced with strong validation feedback loops; the main gap is monolithic structure where distinct sub-procedures could be externalized into reference files.
Suggestions
Move the detailed Quepid setup workflow (Step 4) and the Cohen's kappa interpretation table (Step 5) into one-level-deep reference files (e.g. references/quepid-setup.md, references/inter-rater-agreement.md), keeping SKILL.md as a lean overview that links to them.
Consolidate the repeated inline citations of the Quepid API and TREC qrels URLs into the References section to reduce restated link text in the body.
Tighten the opening two paragraphs, which restate what the skill is for that the description and 'When to use' section already convey.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense with domain-specific, non-obvious specifics (Cohen's kappa thresholds, TREC pool-depth guidance, Quepid export format) and avoids explaining concepts Claude already knows; quoted source material earns its place as attribution for factual claims rather than padding. | 3 / 3 |
Actionability | Provides fully executable guidance — a runnable `cohen_kappa_score` snippet, a `pool_results` function, `docker-compose up`, concrete qrels/JSON output formats, and tables with specific numbers — matching the copy-paste-ready anchor. | 3 / 3 |
Workflow Clarity | A clear 7-step sequence with explicit validation checkpoints and feedback loops — e.g. Step 5 gates on 'kappa < 0.60 means your guidelines are ambiguous ... re-judge the overlap set before proceeding' and Step 7 triggers re-judging at '> 30% unrated' — matching the clear-sequence-with-validation anchor. | 3 / 3 |
Progressive Disclosure | Sections are well organized and external references are clearly signaled in a References section, but the ~290-line file is monolithic — self-contained Quepid-setup, kappa-interp1retation, and pooling material could be split into one-level-deep reference files; the skill is well above the 50-line threshold where organized sections alone would earn a 3. | 2 / 3 |
Total | 11 / 12 Passed |