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Get Started Free →Crawl4AI Integration for Zen-AI-Pentest
.claude/skills/shadd0wtaka-crawl4ai/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 36% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -51% | 0% |
Crawl4AI Integration for Zen-AI-Pentest
Category: reconnaissance — OSINT & Information Gathering
Crawl4AI Integration for Zen-AI-Pentest Advanced web crawling, JavaScript rendering, and data extraction
pythonfrom tools.crawl4ai_integration import Crawl4AIIntegration async def main(): tool = Crawl4AIIntegration() result = await tool.__init__("target.com") print(result)
bashcrawl4ai --help
deep-recon --tool crawl4ai_integration --target example.comreconnaissancezen-agents_agent_run agent_type=reconnaissance tool=crawl4ai_integrationPOST /tools/execute with {"tool_name": "crawl4ai_integration", "target": "example.com"}| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 10,140 | 7,145 | -30% | 1 | 1 | 0% | 1,731 | 1,577 | -9% | 0 | 0 | — |
case-02 | fail→pass | 8,467 | 9,238 | +9% | 1 | 1 | 0% | 1,399 | 1,907 | +36% | 0 | 0 | — |
case-03 | fail→pass | 12,348 | 10,816 | -12% | 1 | 1 | 0% | 1,972 | 2,181 | +11% | 0 | 0 | — |
case-04 | fail→fail | 21,090 | 16,661 | -21% | 1 | 1 | 0% | 2,509 | 2,035 | -19% | 0 | 0 | — |
case-05 | fail→fail | 11,256 | 18,857 | +68% | 1 | 1 | 0% | 1,996 | 2,474 | +24% | 0 | 0 | — |
case-06 | fail→fail | 7,630 | 2,435 | -68% | 1 | 1 | 0% | 1,260 | 625 | -50% | 0 | 0 | — |
case-07 | fail→pass | 21,163 | 16,151 | -24% | 1 | 1 | 0% | 1,882 | 1,959 | +4% | 0 | 0 | — |
case-08 | pass→pass | 14,008 | 6,028 | -57% | 1 | 1 | 0% | 2,380 | 567 | -76% | 0 | 0 | — |
case-09 | fail→pass | 11,339 | 4,329 | -62% | 1 | 1 | 0% | 2,178 | 1,060 | -51% | 0 | 0 | — |
case-10 | fail→pass | 10,286 | 2,319 | -77% | 1 | 1 | 0% | 1,644 | 611 | -63% | 0 | 0 | — |
case-11 | fail→pass | 9,536 | 2,575 | -73% | 1 | 1 | 0% | 1,760 | 680 | -61% | 0 | 0 | — |
case-12 | pass→pass | 9,241 | 5,071 | -45% | 1 | 1 | 0% | 1,491 | 506 | -66% | 0 | 0 | — |
case-13 | fail→pass | 6,998 | 1,983 | -72% | 1 | 1 | 0% | 1,160 | 527 | -55% | 0 | 0 | — |
case-14 | fail→pass | 11,138 | 2,205 | -80% | 1 | 1 | 0% | 1,948 | 620 | -68% | 0 | 0 | — |
case-15 | fail→pass | 4,956 | 2,043 | -59% | 1 | 1 | 0% | 839 | 610 | -27% | 0 | 0 | — |
case-16 | fail→pass | 9,828 | 2,283 | -77% | 1 | 1 | 0% | 1,796 | 657 | -63% | 0 | 0 | — |
case-17 | fail→pass | 6,558 | 14,108 | +115% | 1 | 1 | 0% | 1,229 | 593 | -52% | 0 | 0 | — |
case-18 | pass→pass | 9,094 | 4,840 | -47% | 1 | 1 | 0% | 1,443 | 954 | -34% | 0 | 0 | — |
case-19 | pass→pass | 10,987 | 9,184 | -16% | 1 | 1 | 0% | 1,942 | 1,977 | +2% | 0 | 0 | — |
case-20 | fail→fail | 5,164 | 6,951 | +35% | 1 | 1 | 0% | 518 | 747 | +44% | 0 | 0 | — |
case-21 | pass→pass | 3,451 | 3,893 | +13% | 1 | 1 | 0% | 661 | 972 | +47% | 0 | 0 | — |
case-22 | pass→pass | 13,925 | 12,155 | -13% | 1 | 1 | 0% | 2,474 | 2,264 | -8% | 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 +55 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.