Content
88%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.
The body is highly actionable and well-sequenced with strong validation feedback loops, and it is token-efficient by sticking to domain specifics Claude would not already know. The main gap is the absence of any reference bundle, leaving a long single-file skill where a few split-out references would aid navigation.
Suggestions
Extract the Explore pattern catalog into a references file (e.g. PATTERNS.md) and link to it from the body, keeping the SKILL.md overview concise.
Move the MCP tools inventory into a separate TOOLS.md reference to reduce inline length while keeping the one-level-deep navigation explicit.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Almost every token earns its place — the skill teaches domain specifics Claude would not know (managed views, key-prefix conventions, scout tool family, business-impact framing) with minimal generic padding, though a few passages could still be tightened. | 4 / 5 |
Actionability | Fully executable guidance throughout — concrete tool calls, copy-paste SQL with named views, specific numeric thresholds (≥0.85 confidence, <30% baseline, ~20% recurring rows), and explicit key-prefix conventions covering the common cases. | 5 / 5 |
Workflow Clarity | Clear sequenced run (Get oriented → Explore → Decide → Close out) with explicit validation checkpoints (14-day inflection check, disqualifiers section, matched-report status guardrail, 'When to stop' criteria) and feedback loops (edit/author/remember/skip). | 5 / 5 |
Progressive Disclosure | Well-organized into clear sections, but everything is inlined into a single ~200-line SKILL.md with no bundle files; some content (the long Explore pattern catalog and MCP tools list) could be split into referenced files for one-level-deep navigation. | 4 / 5 |
Total | 18 / 20 Passed |