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sumit7194/tabula-geometrica

https://github.com/sumit7194/tabula-geometrica · scanned 2026-06-16 00:25 UTC (2 months, 2 weeks ago)

63 raw signals (0 security + 63 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 35 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
83.5
/100
Security checks
84
0 findings
System graph
84
66.7% cov · 35 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 6 Low 26 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 35 Crowd 0 Layer: Software 17 Frontend 1 Security 2 Cicd 1 Quality 14
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Scan summary Repository scanned at 83.5/100 with 66.7% coverage. It contains 677 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 63 findings — concentrated in software (30), quality (29), security (2). Risk profile is low: 0 critical, 0 high, 6 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 32 of 35 actionable findings. 63 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 license, ci, 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. 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 'direct_innerhtml_assignment' in dashboard.html:771
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard.html:771 Direct innerhtml assignment
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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 62 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 345 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 14 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: curvature/scripts/19_matter_to_geometry.py:make_dataset, curvature/scripts/21_matter_to_geometry_3p1.py:make_dataset This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or doc…
14 occurrences
repo-level (14 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: curvature/scripts/12d_counting_suffstat.py:main, curvature/scripts/12c_counting_quadfeat.py:main, curvature/scripts/12_incontext_counting.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code…
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: curvature/scripts/25_worldgen.py:same, curvature/scripts/25_worldgen.py:same, curvature/scripts/25_worldgen.py:same, curvature/scripts/25_worldgen.py:same This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.h…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: curvature/scripts/25_worldgen.py:a, curvature/scripts/25_worldgen.py:a, curvature/scripts/25_worldgen.py:a, curvature/scripts/25_worldgen.py:a This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: curvature/scripts/47_legibility_cause.py:integrate, curvature/scripts/45_scalar_equivalence.py:integrate, curvature/scripts/curvlib.py:integrate_2d, curvature/scripts/52_confinement.py:integrate This is *the* AI-coder failure mode (4× more duplicatio…
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 Integrity conf 1.00 Old/deprecated-named symbol `St_v1` in curvature/scripts/16_field_from_trajectories.py:54
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: a
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:334
low System graph software Dead code conf 1.00 Possibly dead Python function: acc_for
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:333
low System graph software Dead code conf 1.00 Possibly dead Python function: diff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:210
low System graph software Dead code conf 1.00 14 occurrences Possibly dead Python function: forward
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
12 files, 12 locations
curvature/scripts/11_metric_components.py:61
curvature/scripts/12d_counting_suffstat.py:55
curvature/scripts/16_field_from_trajectories.py:144
curvature/scripts/18_magnetic_kaluza.py:49
curvature/scripts/19_matter_to_geometry.py:126
curvature/scripts/21_matter_to_geometry_3p1.py:166
curvature/scripts/26_generalist.py:44
curvature/scripts/29_consensus_legibility.py:105
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_aniso2p1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:184
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_chargedE
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:274
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_flat1p1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_flat3p1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:137
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_magneticB
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:289
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_matter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:328
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_twocharge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:308
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_well1p1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:159
low System graph software Dead code conf 1.00 Possibly dead Python function: same
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/25_worldgen.py:206
low System graph software Dead code conf 1.00 Possibly dead Python function: sample_observations_well2p1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/curvlib.py:509
low System graph software Dead code conf 1.00 Possibly dead Python function: sample_pairs_3p1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/curvlib.py:380
low System graph software Dead code conf 1.00 Possibly dead Python function: sample_pairs_mixed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/curvlib.py:240
low System graph software Dead code conf 1.00 Possibly dead Python function: sector_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
curvature/scripts/curvlib.py:233
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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