Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

biokpl/GridTracker

https://github.com/biokpl/GridTracker · scanned 2026-06-17 01:40 UTC (1 month, 2 weeks ago)

22 raw signals (0 security + 22 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -3.2 (diff) · 21 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.5
/100
Security checks
74
0 findings
System graph
74
44.4% cov · 21 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 5 Low 14 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 21 Crowd 0 Layer: Software 6 Security 3 Quality 12
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 73.5/100 with 44.4% coverage. It contains 178 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 22 findings — concentrated in quality (13), software (6), security (3). Risk profile is high: 0 critical, 1 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 20 of 21 actionable findings. 22 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security security conf 1.00 Insecure pattern 'python_os_system' in shutdown_check.py:93
Found a known-risky pattern (python_os_system). Review and replace if possible.
shutdown_check.py:93 Python os system
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci, tests, operator-readme. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in server.py:632
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
server.py:632 Cors wildcard
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 15 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 80 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: price_reader.py:get_price_from_yahoo, Gunluk_Al_Sat/price_reader.py:get_price_from_yahoo This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: price_reader.py:get_price_from_excel, price_reader.py:get_price, Gunluk_Al_Sat/price_reader.py:get_price_from_excel, Gunluk_Al_Sat/price_reader.py:get_price This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `active_copy` in grid_analysis_auto.py:1018
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: check_early_weakness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
Gunluk_Al_Sat/advisor.py:745
low System graph software Dead code conf 1.00 Possibly dead Python function: do_OPTIONS
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
server.py:637
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
server.py:644
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
server.py:618
low System graph software Dead code conf 1.00 Possibly dead Python function: send_capital_updated
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
Gunluk_Al_Sat/notifier.py:170
low System graph software Dead code conf 1.00 Possibly dead Python function: translate_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
server.py:1104
low System graph quality Complexity conf 1.00 Very large file: Gunluk_Al_Sat/advisor.py (1533 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: server.py (1145 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/d23b4f8e-e333-4503-be01-4ca72bf771b8/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/d23b4f8e-e333-4503-be01-4ca72bf771b8/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.