Content
87%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A concise, highly actionable analysis skill with concrete formulas, benchmark thresholds, and a clean five-step workflow. Its only gap is the absence of explicit validation/checkpoint feedback loops in the workflow, which caps workflow clarity at 2.
Suggestions
Add explicit validation checkpoints to the workflow — e.g., after building the cohort matrix, a step to reconcile ending ARR back to the ARR bridge and flag discrepancies, creating a validate-fix-retry loop.
Include a brief 'sanity-check' checklist in Step 4 (e.g., confirm recurring vs. recognized revenue split is consistent across all metrics) so the Revenue Quality Score has an explicit verification step before scoring.
Add one or two concrete examples of red-flag interpretation (e.g., what NDR>120% alongside >15% logo churn implies) to make the 'Important Notes' as actionable as the rest of the skill.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean and efficient throughout — defines actions, formulas, and thresholds without explaining concepts Claude already knows (e.g., never defines what ARR or churn is). Every token earns its place, matching the score-3 'lean and efficient' anchor rather than the padded score-2 example. | 3 / 3 |
Actionability | Concrete executable guidance: specific formulas ('LTV = (ARPU × Gross Margin) / Churn Rate'), an ARR bridge structure, a cohort matrix template, and explicit benchmark thresholds ('NDR >120% good, <100% concerning'). Matches the score-3 'concrete, specific examples' anchor; not pseudocode-like as in the score-2 example. | 3 / 3 |
Workflow Clarity | A clear five-step sequence (Identify model → Core metrics → Benchmarking → Revenue quality score → Output) with a synthesis scoring table, but no explicit validation checkpoints or error-feedback loops, which the score-3 anchor requires. It exceeds the score-1 'steps unclear' case but lacks the feedback loops needed for a 3. | 2 / 3 |
Progressive Disclosure | Single self-contained file with no bundle files and well-organized sections (Workflow → Steps → Important Notes); no nested or deep references. Under the guideline for skills with no need for external references, the clean organization earns a 3 rather than the disorganized score-2 case. | 3 / 3 |
Total | 11 / 12 Passed |