Content
65%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is genuinely actionable with real SQL and Streamlit code, but it is over-long and monolithic: generic workflow steps, an encyclopedic KPI catalog, and inline content that should be offloaded to reference files hold back conciseness, workflow clarity, and progressive disclosure.
Suggestions
Replace the generic 'Instructions' list with a concrete sequenced dashboard-design workflow with explicit validation checkpoints (e.g. confirm metric definitions with stakeholders, validate data availability, sanity-check calculations against a known period).
Move the SQL implementations, department KPI catalogs, and Streamlit code into separate reference files (e.g. references/sql-patterns.md, references/department-kpis.md, references/streamlit-example.py) and link to them one level deep from SKILL.md.
Trim the three large ASCII mockups and the SMART-KPI explainer, keeping only what demonstrates layout conventions Claude could not already infer.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly useful reference material, but at ~440 lines it is padded: three large ASCII dashboard mockups, an exhaustive four-department KPI catalog, and a SMART-KPI block re-explaining a concept Claude already knows. It could be tightened without losing clarity, so it sits at 'mostly efficient but includes some unnecessary content' rather than lean. | 2 / 3 |
Actionability | It provides fully executable, copy-paste-ready artifacts: complete SQL for MRR/cohort retention/CAC and a working Streamlit dashboard with Plotly charts, matching the 'fully executable code/commands' anchor. | 3 / 3 |
Workflow Clarity | The 'Instructions' section lists generic steps ('Clarify goals... Apply relevant best practices and validate outcomes. Provide actionable steps and verification.') with no concrete sequenced checkpoints or validation feedback loops, so the sequence is present but checkpoints are only implicit. | 2 / 3 |
Progressive Disclosure | No bundle files exist (references/, scripts/, assets/ are absent) and all content lives in one monolithic SKILL.md; large blocks that could be split (SQL implementations, department KPI catalogs, Streamlit code) are inline rather than signaled as one-level-deep references. | 2 / 3 |
Total | 9 / 12 Passed |