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Get Started Free →Generates CLI commands and API scripts to collect point-in-time evidence for audit controls. Automates evidence gathering from cloud providers (AWS, Azure, GCP) and outputs formatted reports.
.claude/skills/grcengclub-evidence-artifact-collector/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 12% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 64% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -48% | 0% |
Generates scripts to collect audit evidence from cloud infrastructure. Automates the most labor-intensive part of compliance - evidence gathering.
Generate AWS evidence script:
bashnode plugins/grc-engineer/scripts/collect-evidence.js "MFA for all root users" aws
Generate Azure evidence script:
bashnode plugins/grc-engineer/scripts/collect-evidence.js "All storage accounts encrypted" azure
Generate GCP evidence script:
bashnode plugins/grc-engineer/scripts/collect-evidence.js "IAM bindings audit" gcp
python#!/usr/bin/env python3 """ Evidence Collection Script Control: MFA for all root users Provider: AWS Generated: 2025-01-15T10:30:00Z """ import boto3 import json from datetime import datetime iam = boto3.client('iam') def collect_mfa_evidence(): """Collect evidence for MFA requirement on root users.""" evidence = { "control": "MFA for all root users", "timestamp": datetime.utcnow().isoformat(), "results": [] } # Get account summary summary = iam.get_account_summary() mfa_enabled = summary['SummaryMap'].get('AccountMFAEnabled', 0) evidence["results"].append({ "check": "Root account MFA status", "status": "PASS" if mfa_enabled == 1 else "FAIL", "details": f"MFA Enabled: {mfa_enabled == 1}" }) return evidence if __name__ == "__main__": result = collect_mfa_evidence() print(json.dumps(result, indent=2))
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-05 | fail→pass | 20,987 | 9,675 | -54% | 1 | 1 | 0% | 3,387 | 2,576 | -24% | 0 | 0 | — |
case-01 | fail→fail | 16,608 | 44,259 | +166% | 1 | 1 | 0% | 3,008 | 3,632 | +21% | 0 | 0 | — |
case-02 | fail→fail | 16,963 | 16,255 | -4% | 1 | 1 | 0% | 2,919 | 3,800 | +30% | 0 | 0 | — |
case-03 | fail→fail | 12,862 | 11,092 | -14% | 1 | 1 | 0% | 2,548 | 2,807 | +10% | 0 | 0 | — |
case-04 | fail→pass | 12,148 | 3,154 | -74% | 1 | 1 | 0% | 2,296 | 1,243 | -46% | 0 | 0 | — |
case-06 | fail→pass | 10,689 | 5,785 | -46% | 1 | 1 | 0% | 1,553 | 1,733 | +12% | 0 | 0 | — |
case-07 | pass→pass | 6,252 | 1,633 | -74% | 1 | 1 | 0% | 873 | 933 | +7% | 0 | 0 | — |
case-08 | fail→pass | 4,359 | 1,815 | -58% | 1 | 1 | 0% | 585 | 958 | +64% | 0 | 0 | — |
case-09 | pass→pass | 14,052 | 2,366 | -83% | 1 | 1 | 0% | 2,124 | 1,064 | -50% | 0 | 0 | — |
case-10 | fail→fail | 13,330 | 4,938 | -63% | 1 | 1 | 0% | 2,014 | 1,569 | -22% | 0 | 0 | — |
case-11 | fail→pass | 13,065 | 3,871 | -70% | 1 | 1 | 0% | 2,349 | 1,228 | -48% | 0 | 0 | — |
case-12 | fail→pass | 14,806 | 23,311 | +57% | 1 | 1 | 0% | 2,317 | 1,178 | -49% | 0 | 0 | — |
case-13 | pass→pass | 10,599 | 4,961 | -53% | 1 | 1 | 0% | 1,781 | 1,674 | -6% | 0 | 0 | — |
case-14 | pass→pass | 10,547 | 3,981 | -62% | 1 | 1 | 0% | 1,577 | 1,367 | -13% | 0 | 0 | — |
case-15 | pass→pass | 11,344 | 2,527 | -78% | 1 | 1 | 0% | 1,541 | 1,089 | -29% | 0 | 0 | — |
case-16 | pass→pass | 14,814 | 4,908 | -67% | 1 | 1 | 0% | 2,552 | 1,565 | -39% | 0 | 0 | — |
case-17 | fail→pass | 8,480 | 2,488 | -71% | 1 | 1 | 0% | 1,177 | 1,067 | -9% | 0 | 0 | — |
case-18 | pass→pass | 3,314 | 2,194 | -34% | 1 | 1 | 0% | 434 | 971 | +124% | 0 | 0 | — |
case-19 | fail→pass | 13,884 | 8,477 | -39% | 1 | 1 | 0% | 2,445 | 2,116 | -13% | 0 | 0 | — |
case-20 | pass→pass | 13,468 | 12,985 | -4% | 1 | 1 | 0% | 2,673 | 3,153 | +18% | 0 | 0 | — |
case-21 | pass→pass | 13,650 | 15,812 | +16% | 1 | 1 | 0% | 2,419 | 3,733 | +54% | 0 | 0 | — |
case-22 | pass→pass | 17,328 | 13,145 | -24% | 1 | 1 | 0% | 2,953 | 3,066 | +4% | 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 +36 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.