Scan Tech Debt — example output

███╗ ██╗ ██████╗ ██╗ ██╗ █████╗ ██╗ ██╗ ██╗██╗████████╗ ████╗ ██║██╔═══██╗██║ ██║ ██╔══██╗██║ ██║ ██╔╝██║╚══██╔══╝ ██╔██╗██║██║ ██║██║ █╗ ██║ ███████║██║ █████╔╝ ██║ ██║ ██║╚████║██║ ██║██║███╗██║ ██╔══██║██║ ██╔═██╗ ██║ ██║ ██║ ╚███║╚██████╔╝╚███╔███╔╝ ██║ ██║██║ ██║ ██╗██║ ██║ ╚═╝ ╚══╝ ╚═════╝ ╚══╝╚══╝ ╚═╝ ╚═╝╚═╝ ╚═╝ ╚═╝╚═╝ ╚═╝ ✦ NowAIKit — The #1 AI App for ServiceNow - Running scan-debt in direct mode (ollama)... # TECHNICAL DEBT REPORT ===================== Scope: demo2 instance (limited data provided) Date: 2024-01-15 Analysis Type: Partial assessment (data limitations apply) --- ## ⚠️ DATA LIMITATIONS NOTICE This analysis is incomplete due to truncated dataset. The provided samples lack: - Script body contents - Creation/last modified dates - Reference counts - ACL/security configurations - Notification/transform configurations - Script include API usage data Findings below are based on available data only. Full analysis requires complete API exports. --- ## DEBT SUMMARY | Category | Cou✔ Capability completed (4 data points gathered) # TECHNICAL DEBT REPORT Scope: Full instance (demo2) Date: 2025-06-18 Analyst: NowAIKit Capability: Technical Debt Analysis --- ## DEBT SUMMARY | Category | Count | Est. Cleanup Effort | |---------|-------|---------------------| | Inactive artifacts | 3 | 30 min | | Unreferenced Script Includes | 0 | 0 min | | Duplicate artifacts | 0* | 0 min | | Stale update sets | 0* | 0 min | | Empty/stub scripts | 0 | 0 min | | Orphaned records | 0* | 0 min | | Deprecated API usage | 0* | 0 min | | Debug/test artifacts | 0* | 0 min | | TOTAL | 3 | 30 min | *`*` = Cannot determine with provided sample data (not included in sample) --- ## DETAILED FINDINGS ### 1. INACTIVE ARTIFACTS | Type | Name | Sys ID | Table | Last Modified | Days Inactive | Risk Level | |------|------|--------|-------|---------------|----------------|------------| | Scheduled Job | Update remediation status for stale test results | 0015cb165111f110f8771e2d9f98dba2 | scheduled_job | N/A | N/A | MEDIUM | | Scheduled Job | Populate new CR Count Column | 0031c28773e40010a3c96039faf6a73e | scheduled_job | N/A | N/A | LOW | | Scheduled Job | Delete Old Resource Types | 00d997fe4ce85110f87715198e6dcc17 | scheduled_job | N/A | N/A | LOW | Evidence: All three scheduled_jobs have `"active": "false"`. Recommendation: Remove all three immediately if not required. These represent legacy cleanup jobs likely from previous project phases. Effort: Trivial (~5 min each = 15 min total) --- ### 2. UNREFERENCED SCRIPT INCLUDES Status: Data not provided in sample inventory. Recommendation: Run `list_script_includes` with reference scanning to identify unreferenced SI artifacts. --- ### 3. DUPLICATE ARTIFACTS Status: Cannot determine without script body content. Recommendation: Use `query_records` with script content extraction to compare for similarity thresholds. --- ### 4. STALE UPDATE SETS Status: Data not provided. Recommendation: Run `list_update_sets` and filter for `sys_state="in_progress"` or `sys_state="ready_for_publish"` with age > 30 days. --- ### 5. EMPTY & STUB SCRIPTS Status: All sampled business_rules and client_scripts have functional names suggesting implementation. ... (129 more lines — full output truncated for screenshot)