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

sbynode-ux/n0brains

https://github.com/sbynode-ux/n0brains · scanned 2026-06-16 00:04 UTC (2 months, 3 weeks ago)

27 raw signals (0 security + 27 graph)

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

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 23 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
68.6
/100
Security checks
69
0 findings
System graph
69
88.9% cov · 23 findings
Critical
1
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 1 High 0 Medium 8 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 23 Crowd 0 Layer: Software 8 Network 1 Security 2 Cicd 2 Quality 10
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 68.6/100 with 88.9% coverage. It contains 243 nodes across 1 cross-layer flows, written primarily in mixed languages. Engine surfaced 27 findings — concentrated in quality (10), software (8), cicd (6). Risk profile is high: 1 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 22 of 23 actionable findings. 27 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.

critical System graph security Secrets conf 1.00 Possible secret in scripts/generate-intel.py
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
scripts/generate-intel.py:32
medium System graph quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, 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 cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/deploy.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — podcast-publisher.py:513
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/generate-intel.py:911
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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 network Security conf 1.00 Privileged port 12 in use
Port 12 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
publish-podcast.sh Ports
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 7 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 17 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 cicd CI/CD security conf 1.00 5 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 26, 28, 35, 43, 57
.github/workflows/deploy.yml:26, 28, 35, 43, 57 (5 hits)
CI/CD securitySupply chainGithub actions
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 software Dead code conf 1.00 Possibly dead Python function: fmt_pct
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:111
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_macro_pulse
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:419
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_performance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:602
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_session_flow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:311
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_signal_roundup
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:130
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_smart_money
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:511
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_sr_levels
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:220
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_weekly_brief
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate-intel.py:726
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
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/cd0552d2-97c1-4304-ab12-a500ea836556/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/cd0552d2-97c1-4304-ab12-a500ea836556/

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.