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rkirov/jacobian-claude

https://github.com/rkirov/jacobian-claude · scanned 2026-06-15 23:52 UTC (2 months, 3 weeks ago)

20 raw signals (0 security + 20 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 18 actionable findings from 1 signal source. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
75.0
/100
Security checks
75
0 findings
System graph
75
55.6% cov · 18 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 2 Medium 8 Low 6 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 18 Crowd 0 Layer: Frontend 1 Security 3 Cicd 3 Quality 11
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Scan summary Repository scanned at 75.0/100 with 55.6% coverage. It contains 83 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 20 findings — concentrated in quality (11), cicd (5), security (3). Risk profile is high: 0 critical, 2 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 16 of 18 actionable findings. 20 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 'exec_used' in scripts/generate_verso_site.py:16
Found a known-risky pattern (exec_used). Review and replace if possible.
scripts/generate_verso_site.py:16 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in scripts/migrate_units.py:13
Found a known-risky pattern (exec_used). Review and replace if possible.
scripts/migrate_units.py:13 Exec used
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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
leanprover/lean-action@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/lean.yml:24 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/docs.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/units.html:100
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/units.html:100 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/make_submission.py:71
`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/migrate_units.py:51
`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/min_imports_sweep.py:75
`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 Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 10 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: license, 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 38 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 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/cache@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 3 locations
.github/workflows/comparator.yml:34
.github/workflows/docs.yml:59
.github/workflows/lean.yml:15
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 Integrity conf 1.00 Old/deprecated-named symbol `curate_unused` in scripts/curate_unused.py:75
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 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
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