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 body delivers genuinely useful executable SQL and Python code for KPI dashboards, but wraps it in substantial padding and keeps everything in one oversized file with a broken reference to a nonexistent playbook. Tightening the boilerplate sections and moving the department KPI catalogs and code into real bundle files would lift it considerably.
Suggestions
Create 'resources/implementation-playbook.md' (or remove the pointer) — the body currently directs Claude to a file that does not exist.
Trim or remove the low-value sections: the tautological 'Do not use this skill when', the vacuous SMART block, and the generic Instructions bullets, and cut the ~130 lines of decorative ASCII mockups to their distinguishing features.
Move the per-department KPI catalogs, SQL recipes, and Streamlit code into separate reference files (e.g., references/kpi-catalogs.md, references/sql-metrics.md) linked from a concise SKILL.md overview, and replace the abstract design guidance with a concrete step-by-step dashboard design workflow.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The 444-line body contains several padded sections: generic Instructions ('Apply relevant best practices and validate outcomes'), a tautological 'Do not use this skill when' ('The task is unrelated to kpi dashboard design'), a vacuous SMART block ('Specific: Clear definition'), ~130 lines of decorative ASCII mockups, and department KPI name lists (MRR, churn, NPS, CAC) that restate concepts Claude already knows. This matches anchor 2 (noticeably verbose, several unnecessary/padded sections) rather than 3 because the padding is substantial, not incidental. | 2 / 5 |
Actionability | The SQL recipes (MRR, cohort retention, CAC) and the Streamlit/Plotly Python dashboard code are complete, executable, and copy-paste ready, covering common cases. It is not 5 because the design-guidance half stays abstract (SMART block carries no content) and the pointer to 'resources/implementation-playbook.md' leads to a file that does not exist. | 4 / 5 |
Workflow Clarity | The Instructions imply a rough sequence (clarify goals → apply practices → validate outcomes) but the steps are vague, unordered, and lack concrete validation checkpoints — anchor 3 (steps listed but validation gaps, checkpoints missing or implicit). It is not 2 because section structure and a sequence do exist; not a destructive/batch skill, so no cap applies. | 3 / 5 |
Progressive Disclosure | Section headers are clear, but the monolithic 444-line body inlines KPI catalogs, SQL recipes, and full application code that belong in separate bundle files, and its only reference — 'resources/implementation-playbook.md' — is dangling (no such file exists). This fits anchor 3 (some structure, content that should be separate is inline, references not fully realized) rather than 4 because the single reference is broken and nothing is actually split out. | 3 / 5 |
Total | 12 / 20 Passed |