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Teleadmin-ai/oscillating-brane-DM

https://github.com/Teleadmin-ai/oscillating-brane-DM · scanned 2026-06-16 00:32 UTC (2 months, 2 weeks ago)

81 raw signals (0 security + 81 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 53 actionable findings from 1 signal source. 28 repeated signals 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
88.9% cov · 53 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 11 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 53 Crowd 0 Layer: Software 22 Frontend 2 Security 1 Cicd 3 Quality 25
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Scan summary Repository scanned at 73.5/100 with 88.9% coverage. It contains 1113 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 81 findings — concentrated in quality (42), software (27), cicd (9). Risk profile is low: 0 critical, 0 high, 11 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 43 of 53 actionable findings. 81 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 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 tests. 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 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 Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
ruby/setup-ruby@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:69 CI/CD securitySupply chainGithub actions
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/ci.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in _layouts/dark.html:86
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
_layouts/dark.html:86 Local storage auth token
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — run_code_patched.py:1815
`urllib.request.urlretrieve(...)` 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_pdf.py:982
`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_whitepaper.py:180
`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 33 placeholder/mock markers across 12 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 101 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 2418 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 7 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 7 locations
.github/workflows/ci.yml:17, 53, 80, 94, 125 (5 hits)
.github/workflows/weekly-report.yml:17, 43 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 13 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: run_code_patched.py:run_python_code, run_code_patched.py:run_python_code 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.
13 occurrences
repo-level (13 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: run_code_patched.py:run_bash_command, run_code_patched.py:run_bash_command, run_code_patched.py:run 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…
6 occurrences
repo-level (6 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: scripts/ultra_large_structures.py:integrand, scripts/ultra_large_structures.py:integrand, scripts/chladni_nodes.py:integrand, scripts/chladni_nodes.py:integrand This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https:…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: baryon_yield_ode
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/spontaneous_baryogenesis.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: boltzmann_ode
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/leptogenesis_solver.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: einstein_equations_bulk
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/einstein_5d_toy.py:164
low System graph software Dead code conf 1.00 Possibly dead Python function: gamma_model
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/erosita_growth_illusion.py:111
low System graph software Dead code conf 1.00 Possibly dead Python function: hubble_radiation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/bbn_thermal_freezeout.py:83
low System graph software Dead code conf 1.00 6 occurrences Possibly dead Python function: integrand
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
6 files, 6 locations
scripts/brane_dynamics.py:70
scripts/desi_w_evolution.py:29
scripts/erosita_growth_illusion.py:27
scripts/qbounce_yukawa_lambda.py:71
scripts/s8_tension_resolution.py:31
scripts/ultra_large_structures.py:49
low System graph software Dead code conf 1.00 Possibly dead Python function: integrand_mn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/qbounce_airy_yukawa.py:86
low System graph software Dead code conf 1.00 Possibly dead Python function: log_likelihood_brane
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/bayesian_analysis.py:82
low System graph software Dead code conf 1.00 Possibly dead Python function: log_likelihood_lcdm
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/bayesian_analysis.py:131
low System graph software Dead code conf 1.00 Possibly dead Python function: mol_rhs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/numerical_relativity_1d.py:82
low System graph software Dead code conf 1.00 Possibly dead Python function: monitor_cgroup_resources
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_code_patched.py:1457
low System graph software Dead code conf 1.00 Possibly dead Python function: move_process_to_sandbox_leaf_cgroup_lambda
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_code_patched.py:1400
low System graph software Dead code conf 1.00 Possibly dead Python function: prior_transform_brane
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/bayesian_analysis.py:100
low System graph software Dead code conf 1.00 Possibly dead Python function: prior_transform_lcdm
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/bayesian_analysis.py:150
low System graph software Dead code conf 1.00 Possibly dead Python function: process_log
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_code_patched.py:2236
low System graph software Dead code conf 1.00 Possibly dead Python function: radion_evolution
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/brane_oscillation_1d.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: radion_rhs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/radion_attractor.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: replace_in_math
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate_pdf_split.py:274
low System graph software Dead code conf 1.00 Possibly dead Python function: replace_number_superscripts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate_pdf_split.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: replace_unit_superscripts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/generate_pdf_split.py:178
low System graph software Dead code conf 1.00 Possibly dead Python function: stick_slip_ode
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/obt_v82_likelihood.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: w_oscillating
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/s8_tension_resolution.py:40
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
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — assets/js/video-carousel.js:54
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Integrity conf 1.00 Stub function `initialize` (body is just `pass`/`return`) — scripts/obt_v82_likelihood.py:28
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: explorations/probes.py (5953 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: run_code_patched.py (2817 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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