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.claude/skills/nicepkg-analytics-interpretation/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 39% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 31% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 7% | 0% |
| Metric | Good | Warning | Poor | Action When Poor | |--------|------|---------|------|------------------| | Avg Time on Page | >3 min | 1-3 min | <1 min | Improve content depth, add multimedia | | Bounce Rate | <40% | 40-70% | >70% | Add internal links, improve intro hook | | Engagement Rate | >60% | 30-60% | <30% | Review content quality, add CTAs | | Scroll Depth | >75% | 50-75% | <50% | Add visual breaks, improve structure | | Pages/Session | >2.5 | 1.5-2.5 | <1.5 | Improve internal linking |
| Metric | Good | Warning | Poor | Action When Poor | |--------|------|---------|------|------------------| | CTR | >5% | 2-5% | <2% | Improve title/meta description | | Avg Position | 1-3 | 4-10 | >10 | Strengthen content, build links | | Impressions Trend | Growing | Stable | Declining | Refresh content, target new keywords | | Mobile Usability | PASS | - | FAIL | Fix mobile issues immediately | | Core Web Vitals | GOOD | NEEDS_IMPROVEMENT | POOR | Optimize performance |
High Engagement
│
┌──────────────┼──────────────┐
│ HIDDEN GEM │ STAR │
│ Low traffic │ High traffic│
│ High quality│ High quality│
│ → Promote │ → Maintain │
Low ───────┼──────────────┼──────────────┼─── High
Traffic │ │ │ Traffic
│ UNDERPERFORM│ LEAKY │
│ Low traffic │ High traffic│
│ Low quality │ Low quality │
│ → Rework │ → Optimize │
└──────────────┼──────────────┘
│
Low Engagement| GSC Signal | GA4 Signal | Interpretation | |------------|------------|----------------| | High impressions | Low clicks | Title/meta mismatch with intent | | High CTR | High bounce | Content doesn't deliver on promise | | Low CTR | High engagement (when clicked) | Hidden gem, improve snippet | | Growing impressions | Stable clicks | Ranking improving, CTR opportunity |
health_score = (
engagement_score × 0.30 +
seo_score × 0.30 +
ranking_score × 0.20 +
trend_score × 0.20
)Component Calculations:
engagement_score = normalize(
time_on_page_score × 0.4 +
bounce_rate_score × 0.3 +
scroll_depth_score × 0.3
)
seo_score = normalize(
ctr_score × 0.4 +
position_score × 0.4 +
impressions_growth × 0.2
)
ranking_score = normalize(
avg_position × 0.5 +
visibility_score × 0.3 +
keyword_coverage × 0.2
)
trend_score = normalize(
traffic_trend × 0.4 +
ranking_trend × 0.3 +
engagement_trend × 0.3
)| Score | Rating | Status | Action | |-------|--------|--------|--------| | 90-100 | Excellent | Performing optimally | Maintain, minor tweaks | | 75-89 | Good | Solid performance | Optimize weak areas | | 60-74 | Fair | Room for improvement | Address key issues | | 40-59 | Poor | Underperforming | Major revision needed | | 0-39 | Critical | Failing | Complete overhaul |
markdown| Metric | This Week | Last Week | Change | Status | |--------|-----------|-----------|--------|--------| | Sessions | 1,245 | 1,180 | +5.5% | ↑ GROWING | | Avg Position | 4.2 | 4.8 | +0.6 | ↑ IMPROVING | | CTR | 2.8% | 2.6% | +0.2pp | ↑ IMPROVING | | Bounce Rate | 42% | 38% | +4pp | ↓ DECLINING |
| Trend Pattern | Interpretation | Recommended Action | |---------------|----------------|-------------------| | ↑↑↑ All metrics up | Content gaining momentum | Double down, create related content | | ↑↓↑ Mixed signals | Transition period | Monitor closely, identify cause | | ↓↓↓ All metrics down | Content declining | Urgent refresh needed | | →→→ All flat | Plateau reached | Experiment with new angles |
| Metric | Significant Change | Alert Level | |--------|-------------------|-------------| | Traffic | ±30% WoW | HIGH | | CTR | ±1pp WoW | MEDIUM | | Position | ±5 positions | HIGH | | Bounce Rate | ±10pp WoW | MEDIUM |
| Anomaly | Possible Causes | |---------|-----------------| | Sudden traffic drop | Algorithm update, technical issue, competitor | | CTR spike | SERP feature win, seasonal interest | | Position fluctuation | Google testing, competitor changes | | Engagement drop | Content staleness, UX issue |
markdown## {Metric Name} **Current Value**: {value} **Benchmark**: {benchmark} **Status**: {GOOD|WARNING|POOR} **Trend**: {↑|→|↓} ({change}% vs last period) **Interpretation**: {1-2 sentence explanation} **Recommended Action**: {specific action if needed}
markdown## Content Performance Summary **Overall Health**: {score}/100 ({rating}) ### Key Wins - {positive finding 1} - {positive finding 2} ### Concerns - {issue 1} - {issue 2} ### Priority Actions 1. {highest priority action} 2. {second priority action} 3. {third priority action}
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | 14,615 | 17,117 | +17% | 1 | 1 | 0% | 2,363 | 3,925 | +66% | 0 | 0 | — |
case-02 | fail→pass | 16,285 | 11,110 | -32% | 1 | 1 | 0% | 2,547 | 3,536 | +39% | 0 | 0 | — |
case-03 | fail→pass | 16,085 | 10,494 | -35% | 1 | 1 | 0% | 2,667 | 3,501 | +31% | 0 | 0 | — |
case-04 | fail→pass | 12,843 | 4,239 | -67% | 1 | 1 | 0% | 1,986 | 2,272 | +14% | 0 | 0 | — |
case-05 | pass→pass | 9,449 | 4,597 | -51% | 1 | 1 | 0% | 1,517 | 2,223 | +47% | 0 | 0 | — |
case-06 | fail→pass | 16,906 | 7,802 | -54% | 1 | 1 | 0% | 2,572 | 2,722 | +6% | 0 | 0 | — |
case-07 | fail→pass | 14,115 | 4,663 | -67% | 1 | 1 | 0% | 2,092 | 2,246 | +7% | 0 | 0 | — |
case-08 | pass→pass | 12,187 | 7,620 | -37% | 1 | 1 | 0% | 1,931 | 2,748 | +42% | 0 | 0 | — |
case-09 | pass→pass | 6,599 | 4,313 | -35% | 1 | 1 | 0% | 1,019 | 2,201 | +116% | 0 | 0 | — |
case-10 | fail→pass | 8,067 | 5,489 | -32% | 1 | 1 | 0% | 1,243 | 2,403 | +93% | 0 | 0 | — |
case-11 | pass→pass | 11,966 | 10,990 | -8% | 1 | 1 | 0% | 1,817 | 3,247 | +79% | 0 | 0 | — |
case-12 | pass→pass | 12,721 | 9,148 | -28% | 1 | 1 | 0% | 1,972 | 2,920 | +48% | 0 | 0 | — |
case-13 | fail→pass | 13,408 | 2,490 | -81% | 1 | 1 | 0% | 2,167 | 2,016 | -7% | 0 | 0 | — |
case-14 | pass→pass | 10,696 | 1,900 | -82% | 1 | 1 | 0% | 1,560 | 1,823 | +17% | 0 | 0 | — |
case-15 | pass→pass | 14,299 | 6,395 | -55% | 1 | 1 | 0% | 1,942 | 2,539 | +31% | 0 | 0 | — |
case-16 | pass→pass | 12,592 | 8,985 | -29% | 1 | 1 | 0% | 1,866 | 2,993 | +60% | 0 | 0 | — |
case-17 | fail→pass | 11,790 | 3,097 | -74% | 1 | 1 | 0% | 1,834 | 2,043 | +11% | 0 | 0 | — |
case-18 | pass→pass | 17,812 | 14,511 | -19% | 1 | 1 | 0% | 2,357 | 3,589 | +52% | 0 | 0 | — |
case-19 | fail→pass | 8,917 | 4,390 | -51% | 1 | 1 | 0% | 1,555 | 2,362 | +52% | 0 | 0 | — |
case-20 | pass→pass | 9,662 | 9,974 | +3% | 1 | 1 | 0% | 1,600 | 3,259 | +104% | 0 | 0 | — |
case-21 | pass→pass | 6,203 | 4,972 | -20% | 1 | 1 | 0% | 999 | 2,402 | +140% | 0 | 0 | — |
case-22 | pass→pass | 17,177 | 13,390 | -22% | 1 | 1 | 0% | 3,344 | 4,144 | +24% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +41 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.