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

chrismerrill1974/merrill2025_neutronstar_code

https://github.com/chrismerrill1974/merrill2025_neutronstar_code · scanned 2026-06-17 01:48 UTC (1 month, 1 week ago)

19 raw signals (0 security + 19 graph)

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

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +3.1 (diff) · 15 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
79.8
/100
Security checks
80
0 findings
System graph
80
33.3% cov · 15 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 0 Medium 2 Low 11 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 15 Crowd 0 Layer: Software 5 Security 2 Quality 8
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 79.8/100 with 33.3% coverage. It contains 88 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 19 findings — concentrated in software (9), quality (8), security (2). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 13 of 15 actionable findings. 19 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.

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 16 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 274 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 security security conf 1.00 Insecure pattern 'debug_true' in archive_v6/paper3_phase2_realistic.py:298
Found a known-risky pattern (debug_true). Review and replace if possible.
archive_v6/paper3_phase2_realistic.py:298 Debug true
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: tov_operator.py:rhs, tov_operator.py:rhs 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.
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `eos_sly4_dh2001_v2` in archive_v6/scripts/validate_eos.py:34
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 quality Integrity conf 1.00 Old/deprecated-named symbol `eos_sly4_dh2001_v2` in eos.py:4
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: chi2_fluxes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
solar_model.py:213
low System graph software Dead code conf 1.00 Possibly dead Python function: event_surface
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
archive_v6/paper3_phase2_realistic.py:219
low System graph software Dead code conf 1.00 Possibly dead Python function: P_of_rho
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eos.py:55
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: rhs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
solar_model.py:100
tov.py:50
tov_operator.py:89
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: surface
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
solar_model.py:113
tov.py:65
tov_operator.py:108
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/c6760088-8fff-461a-9331-b4d74ab1bbba/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/c6760088-8fff-461a-9331-b4d74ab1bbba/

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.