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trrad/maritime-acoustic-drifter-detection-nets

https://github.com/trrad/maritime-acoustic-drifter-detection-nets · scanned 2026-06-16 00:42 UTC (2 months, 1 week ago)

113 raw signals (0 security + 113 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 93 actionable findings from 1 signal source. 20 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
88.6
/100
Security checks
89
0 findings
System graph
89
88.9% cov · 93 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 10 Low 43 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 93 Crowd 0 Layer: Software 24 Frontend 1 Cicd 1 Quality 67
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Scan summary Repository scanned at 88.6/100 with 88.9% coverage. It contains 2375 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 113 findings — concentrated in quality (82), software (29), frontend (1). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 53 of 93 actionable findings. 113 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 authority lacks a verifier contract: .claude/commands/opsx/apply.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/commands/opsx/apply.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/archive.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/commands/opsx/archive.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/sync.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/commands/opsx/sync.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/codex-review/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/skills/codex-review/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/opsx:archive/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/skills/opsx:archive/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/opsx:sync/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/skills/opsx:sync/SKILL.md VerificationClaude instruction
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 ci. 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 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — experiments/harmonic_prototype/_probe_gpu_mem.py:50
`subprocess.check_output(...)` 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 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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 1292 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 Near-duplicate function bodies in 12 places
Functions with the same first-5-line body hash: experiments/harmonic_prototype/_probe_gpu_mem.py:sample_batched, experiments/harmonic_prototype/_probe_gpu_mem.py:sample_batched, experiments/harmonic_prototype/_diag_rts_smoother_multiseed.py:sample_batched, experiments/harmonic_prototype/_diag_rts_s…
duplicatesduplication
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: rtl/vectors/maritime/scenario_truth_schema.py:onboard_map, rtl/vectors/maritime/scenario_schema.py:onboard_map This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document …
13 occurrences
repo-level (13 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 24 places
Functions with the same first-5-line body hash: experiments/harmonic_prototype/_probe_gpu_mem.py:sample, experiments/harmonic_prototype/_probe_gpu_mem.py:sample, experiments/harmonic_prototype/_probe_gpu_mem.py:sample, experiments/harmonic_prototype/_diag_rts_smoother_multiseed.py:sample This is *…
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: rtl/vectors/maritime/sensors.py:sample, rtl/vectors/maritime/sensors.py:sample, rtl/vectors/maritime/sensors.py:sample, rtl/vectors/maritime/sensors.py:sample This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: rtl/vectors/maritime/sensors.py:name, rtl/vectors/maritime/sensors.py:name, rtl/vectors/maritime/sensors.py:name, rtl/vectors/maritime/sensors.py:name This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_vel_noise_unused` in rtl/vectors/maritime/pf_float.py:337
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 `iid_legacy` in experiments/harmonic_prototype/_diag_sigma_pos_calibration.py:175
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 `iid_legacy` in experiments/harmonic_prototype/_smoke_ctd_one_station.py:217
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 `iid_legacy` in experiments/harmonic_prototype/rbpf_prototype/experiment.py:558
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 `iid_legacy` in experiments/harmonic_prototype/rbpf_prototype/rbpf.py:82
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: available_prior_months
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/knowledge_sources.py:257
low System graph software Dead code conf 1.00 Possibly dead Python function: count_params
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/04_torch_master_formula.py:225
low System graph software Dead code conf 1.00 Possibly dead Python function: cur
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/_diag_sog_site_survey.py:201
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/12_maritime_dashboard.py:952
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/11_pf_dashboard.py:454
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: dyn_current
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
experiments/harmonic_prototype/15_passive_drag_sweep.py:83
experiments/harmonic_prototype/16_glider_transition_sweep.py:86
experiments/harmonic_prototype/17_duty_cycle_single_node.py:353
experiments/harmonic_prototype/_diag_20_trigger.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: eval_depth1_tree
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/02_master_formula.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: eval_depth2_tree
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/02_master_formula.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: find_exact_tree
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/06_lns_precision.py:175
low System graph software Dead code conf 1.00 Possibly dead Python function: lns8_eml
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/08_lns_cycle_accurate.py:353
low System graph software Dead code conf 1.00 Possibly dead Python function: lns_divide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/03_lns_prototype.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: lns_multiply
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/03_lns_prototype.py:53
low System graph software Dead code conf 1.00 Possibly dead Python function: load_regional_map
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rtl/vectors/maritime/map_payload.py:177
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/12_maritime_dashboard.py:971
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/11_pf_dashboard.py:487
low System graph software Dead code conf 1.00 Possibly dead Python function: logged_choose_depth
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/_diag_rung_chatter.py:193
low System graph software Dead code conf 1.00 Possibly dead Python function: ou_integrated_var
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/process_noise.py:115
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_bbox
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rtl/vectors/maritime/gen_maritime_scenario.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: read_stdin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/11_pf_dashboard.py:495
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: recorder
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
experiments/harmonic_prototype/_diag_bias_cov_shrinkage.py:151
experiments/harmonic_prototype/_diag_calib_drilldown.py:162
experiments/harmonic_prototype/_probe_gpu_mem.py:255
low System graph software Dead code conf 1.00 Possibly dead Python function: rk4_advect_step
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/truth_field.py:356
low System graph software Dead code conf 1.00 Possibly dead Python function: run_simulation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/09_sim_skeleton.py:110
low System graph software Dead code conf 1.00 Possibly dead Python function: sample_salinity_gradient_ms
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/truth_field.py:172
low System graph software Dead code conf 1.00 Possibly dead Python function: step_sub
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/harmonic_prototype/mpc_rollout_jax.py:406
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 quality Complexity conf 1.00 Very large file: experiments/harmonic_prototype/_fleet_sim_v0.py (1510 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: experiments/harmonic_prototype/_fleet_sweep_v0.py (1617 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: experiments/harmonic_prototype/_fleet_sweep_v0_analyze.py (2455 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: experiments/harmonic_prototype/ballast_controller.py (1080 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: experiments/harmonic_prototype/rbpf_prototype/experiment.py (1506 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/maritime/test_scenario_schema.py (1313 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/maritime/test_sensors.py (1529 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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