Content
50%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 content is genuinely actionable — complete, runnable SQL and dashboard code — but it is a monolithic ~420-line file that spends much of its budget restating common KPI terminology and rendering ASCII mockups Claude does not need. There is no sequenced design workflow, and nothing is split into reference files.
Suggestions
Move the per-department KPI catalogs, SQL cookbook, and Streamlit implementation into separate reference files (e.g., references/kpi-catalogs.md, references/sql.md, references/streamlit-app.py) and keep SKILL.md as a concise overview with clearly signaled one-level-deep links.
Cut content Claude already knows: the SMART KPIs definition block, generic KPI name listings, and the three ASCII-art dashboard mockups, keeping only the layout principles they illustrate.
Add an explicit step-by-step design workflow (define audience and decision → pick 5-7 KPIs per level → choose layout pattern → implement → validate against thresholds) so the skill instructs rather than just catalogs.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The ~420-line body pads several sections with knowledge Claude already has — the SMART KPIs definition block, four catalogs of standard departmental KPIs (MRR, CAC, churn, gross margin, etc.), and decorative ASCII-art dashboard mockups — matching "several unnecessary explanations or padded sections" rather than only some. | 2 / 5 |
Actionability | The SQL (MRR, cohort retention, CAC) and the full Streamlit/Plotly app are concrete and executable, but minor gaps remain: the MRR CASE expression lacks an ELSE (silently dropping unmatched intervals) and `freq='M'` is deprecated in modern pandas. | 4 / 5 |
Workflow Clarity | No explicit multi-step design process is given — the body is a concept/KPI catalog followed by implementation examples — so the sequence is only implicit (concepts → KPIs → layouts → code → best practices) with no validation checkpoints or decision procedure for building a dashboard. | 3 / 5 |
Progressive Disclosure | Section headers provide reasonable structure, but there are no bundle files at all: the per-department KPI catalogs, the SQL cookbook, and the full Streamlit implementation are all inlined in SKILL.md when they clearly belong in one-level-deep reference files. | 3 / 5 |
Total | 12 / 20 Passed |